Page 2,297«..1020..2,2962,2972,2982,299..2,3102,320..»

Cracked screen? This Harvard student has a solution – Harvard School of Engineering and Applied Sciences

AnhPhu Nguyen broadcast his college acceptance video on Instagram on May 1, 2021. The post began with his rejection from another school, Nguyen dropping his face into his hands and muttering, This is so sad, dude.

Then he opened the email from Harvard. He was in, and he could barely contain himself, nearly jumping out of his chair, repeating Oh my God, oh my God, oh my God until he was almost out of breath.

A first-generation college student from Omaha, Nebraska, Nguyen knew that his acceptance would be truly life-changing.

I was so incredibly surprised, said Nguyen, plans to study computer science at the Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS). I couldnt believe it, and I couldnt feel my hands for like a minute after that. I called my parents, and my dad was like, OK, good job, and then he just ended the call. But my mom was so excited. She was crying a lot.

Nguyens first semester at Harvard ended with a major accolade. He was named Tech College Student of the Year at the AIM Tech Awards in November, having risen through the Upward Bound program at the Omaha-based AIM institute, which helps first-generation, low-income students apply to college and achieve academic success.

They helped me with ACT prep, FAFSA, and what kind of scholarships I could apply to, he said. It was really, really helpful.

The AIM Tech Award recognized his success founding Phus Phone Emporium in June 2019, his phone-repair business priced for lower-income families. Nguyen got the idea after building a bicycle mount for his phone out of Legos, only to have the phone come loose, break and require an expensive repair.

Its hundreds of dollars just to fix a screen if you accidentally crack it, and I just found that really annoying, Nguyen said. My parents already work so hard and can barely afford for us to live. My company is really focused on making repairs accessible and affordable.

Nguyens family and community have always been a big part of his life. His parents moved the family from Vietnam to Omaha when he was six years old. Getting into Harvard was proof his parents decision was a good one.

I personally didnt think about college until senior year, Nguyen said. My parents never went to college, but they did want me to go to college. Thats partially the reason why they brought us to the United States. Theres a lot better education here. Its a lot safer. Its a lot easier to find a good education system here.

Nguyen and his Emporium also won the Lily Pabilona Emerging Entrepreneur Scholarship from Against the Grain Productions, which promotes leadership development and awareness in Asian American Communities. Hes since turned his business into a small franchise his brother and sister run the original shop back in Omaha and he runs another in Cambridge.

Even though the company is expanding, the goal is still to provide an affordable service to lower-income communities. Nguyen speaks English, Spanish and Vietnamese, making it much easier to help people from these communities.

It makes tech more easily accessible, especially in the United States. Everyone needs tech, and not everyone knows English, he said.

Nguyen came to Harvard planning to study CS and economics, but is considering switching to mechanical or electrical engineering. He developed a passion for building things as a young boy playing with Legos.

I actually got my first Lego set when I was 3, and it never stopped, he said. You can prototype things so quickly and then take them apart. Metalworking is expensive, and it might take some time to put together. But Legos, five seconds and its all together.

That passion for building will serve Nguyen well at SEAS.

I thought high school was great, but when I got here it was a whole other level, he said. They have so many resources here. In the Science and Engineering Complex, they have so many makerspaces and 3D printers. Its like a more advanced form of Legos here. I have no Legos here, but I like making stuff, and theres a lot of stuff here that I can use.

Original post:

Cracked screen? This Harvard student has a solution - Harvard School of Engineering and Applied Sciences

Read More..

College awards tenure to eight faculty members The Williams Record – The Williams record

Eight faculty were awarded tenure. Clockwise from top left, Matthew Chao, economics; Jos Constantine, geosciences; Christophe Kon, German; Joel Lee, anthropology; Ralph Morrison 10, mathematics; Justin Shaddock, philosophy; Daniel Turek, statistics. Aaron Williams, computer science is in the center. (Gabe Miller/The Williams Record)

The Board of Trustees approved the promotion of eight assistant professors to associate professorships with tenure at its Jan. 21 meeting: Matthew Chao, economics; Jos Constantine, geosciences; Christophe Kon, German; Joel Lee, anthropology; Ralph Morrison 10, mathematics; Justin Shaddock, philosophy; Daniel Turek, statistics; and Aaron Williams, computer science. These appointments will take effect on July 1.

At the College, the tenure track is on a seven-year schedule. Typically, professors begin with a three-year assistant professorship, with the possibility of reappointment for a four-year term. If they are reappointed, a professors tenure decisions will be made by the Committee on Appointments and Promotions (CAP) and approved by the Board of Trustees during the third year of their four-year term. According to the Faculty Handbook, the College evaluates professors for tenure on the basis of their teaching, as measured through student course surveys and peer evaluations, and their scholarship, as measured by department appraisals and solicited outside reviews. CAP also considers professors departmental and community service, in addition to structural considerations which include shifting student interests, the number and age of tenured faculty in the department, the Colleges overall staffing needs, and budgetary considerations.

In separate interviews with the Record, both Shaddock and Constantine described the tenure process as transparent. Every year you get a report on how youve been doing, Shaddock said. I think thats whats been good about it. Its like youre not in the dark about how youre doing and you know all throughout the years leading up to the decision how youre doing.

Matthew Chao, economics

Now a behavioral economist, Chao did not know where his academic career would lead while he was an undergraduate at Dartmouth. I didnt declare my econ major until my senior year, he said. I was a psych-neuro pre-med student until then.

Behavior economics has allowed him to combine psychology and economics. What I do is still very psychology oriented, Chao said, But I study it through an economics framework, using utility functions and thinking about aggregating up to markets, things that economists think about, but also studying the same psychological motives that influence individual decision making.

Before coming to Williams, Chao was a researcher at Harvard Business School and received his doctorate from the California Institute of Technology. At Williams, Chao appreciates getting to know his students and the passion for learning they bring. I cant imagine teaching in a place where the students are disinterested, dont come to office hours, either just want the grade or dont even care about the grade, he said.

In addition to teaching behavioral economics, he also teaches intro-level microeconomics. In both senior seminars and introductory level classes, Chao enjoys having the ability to teach his students a new way to approach how people think and behave. I like the intro course because I feel like Im introducing students to how economists think and how economists view the world, Chao said. In my senior seminaryoure teaching students who have a lot of background [in economics], but now youre saying, well, theres an alternative way of modeling decisions that brings more psychology into it.

Jos Constantine, geosciences

From a young age, Constantine has been drawn to studying the environment. I grew up in the coastal plain of Virginia so coastal habitats have always been a real interest for me, he said.

As an undergraduate at the College of William and Mary, Constantine pursued his interest a step further, studying Geology. His time at William and Mary inspired him to come to a liberal arts college like Williams where he could be a part of those experiences for other students. Constantine then received his doctorate from the University of California, Santa Barbara.

Teaching courses such as Global Warming and Environmental Change, Geomorphology, and Mastering GIS, Constantine tries to incorporate themes of environmental justice into the classroom. Working alongside Professor of Africana studies James A. Manigault-Bryant, Constantine organizes an on-campus environmental justice collective. They are involved in pollution and flooding research in communities ranging from the Berkshires to Tallevast, Fla., and Centreville, Ill.

He is currently working on a research paper about the resilience to climate change of tidal marshes along the New England coast with Michael Armstrong 21, one of his former thesis students, and Professor of biology Allision Gill.

Christophe Kon, German

Kon was drawn to German studies by an appreciation of German-speaking art and culture. After earning his masters degree from Universite Lumiere Lyon 2, he went on to receive a doctorate in German from Rutgers University for research centering on the modern role of dolls in German visual art. This passion for Germanic art persists in his work today with the upcoming release of his book Uncanny Creatures: Doll Thinking in German Culture, along with research centered on portraiture during the Dutch Golden Age.

Kon especially values working with students, writing to the Record that he cherishes the interaction and the exchange of ideas with intelligent students at the College. I am happy that the stress and the pressure of the tenure process is now behind me, he wrote. I feel relieved and excited that my work was valued and recognized by the institution.

Joel Lee, anthropology

Before coming to the College, Lee received a bachelors degree from Kenyon College, and doctoral and masters degrees from Columbia University.

Lees research focuses on the experiences of Dalits a caste-defined community historically referenced as untouchables and other marginalized groups in post-colonial South Asia, looking at how the Dalit identity intersects with modern political movements and religious doctrines.

In the past, Lee has taught courses in the anthropology department such as Caste, Race, Hierarchy. This semester he is teaching How To Be Human and Sensing Society.

Lee has written numerous scholarly works on the South Asian caste system, including Deceptive Majority: Dalits, Hinduism, and Underground Religion, published by the Cambridge University Press last year.

Ralph Morrison, mathematics

Morrison, a Williams alum, became interested in math after taking Multivariable Calculus with Professor Susan Loepp at the College. In his teaching, Morrison draws from his own experience as a student. I needed a quote that described what abstract algebra is because thats the course Im teaching, so I flipped back to my 2008 notebook and was like, What did [Professor] Ed Burger say?, Morrison said.

Morrison said that he enjoys helping students take ownership of the material, especially in his upper-level classes. [W]hen Im doing an upper-level elective I can go in whatever direction feels right, he said. I dont have to think to myself I better prove this theorem because Professor So-and-so is going to draw on that and instead I can expand on the material in whatever direction the students are excited by.

Over the summer, Morrison works in SMALL, a nine-week undergraduate research program hosted by the Colleges math department.

Justin Shaddock, philosophy

Shaddocks interest in philosophy began in high school while reading about existentialism for an English class. The questions they were asking, like what makes life meaningful just really grabbed me, he said.

As an undergraduate student at Notre Dame, Shaddock pursued his existentialist interests with a class taught by a professor who turned out to be, as Shaddock noted, one of the worlds best Kant scholars. Today, Shaddock specializes in Kant.

One of Shaddocks favorite parts about teaching at the College has been advising student research. Ive had a handful of students who have taken a class with me and then wanted to do some kind of summer research or senior thesis project, and thats always been really stimulating, he said.

This semester, harkening back to his own undergraduate philosophy journey, Shaddock is teaching two courses, one in existentialism and one in Kants ethics. Its super fun teaching existentialism for me, because this is how I got into it, he said. These are the questions that grabbed me and made me think this is worth doing with your life. So its really cool, especially when I have students for whom this is like the first or second philosophy class theyve ever taken.

Daniel Turek, statistics

Tureks interests in math and computer science led him to study statistics at the University of Otago in New Zealand. When I looked into PhD programs, there was a great opportunity in the Department of Statistics at the University of Otago in New Zealand how could I say no? he wrote in an email to the Record. It was the perfect application of my background, and an outlet for doing what I enjoy. Since I moved into statistics, although I have a huge love for pure mathematics, Ive never looked back.

The most rewarding aspect of teaching is the connection with students, he wrote. It makes my day when students get in touch several years later, to let me know how theyre doing and that they appreciated my classes and their time at Williams.

When he is not teaching, Turek develops widely-used statistical software for performing Bayesian analysis and conducts research into creating highly efficient algorithms for fitting Bayesian models.

Aaron Williams, computer science

Williams interest in computers started at age six by using a Commodore VIC 20. You could type in programs from books, or magazines and try running them I did that a little bit when I was young, he said. Fast forward to college and I was in my first algorithms course and that was a moment that really sealed my future.

Williams tries to bring that sense of problem-solving fun to the classroom, harkening back to classes he enjoyed in college. I like having assignments that feel a little bit like adventures, he said. I certainly had that feeling in the better courses that I took as an undergrad where itd be me and some friends working together. They were often late at night trying to puzzle through this assignment question.

Receiving tenure for Williams was a great relief. For myself as a Canadian, if I didnt get tenure, Id have to leave the country, he said. Williams doesnt come with the issue of trying to motivate the students, the students are already motivated, and theyre already able to do sobut theres a lot of evaluation I dont think students understand or have any awareness of how in detail all this evaluation stuff goes.

More here:

College awards tenure to eight faculty members The Williams Record - The Williams record

Read More..

These are the top skills a data scientist needs – Siliconrepublic.com

Candidates seeking work as a data scientist are in high demand right now. Hays Technologys Mark Standen and Martin Pardey explore what the role entails.

A data scientist is required to handle vast amounts of unstructured data, which is one of the ways in which the role is distinguishable from that of a data analyst.

This data comes from a number of sources and a data scientist will then produce solutions which they can deliver to the business. They do this using algorithms, artificial intelligence and machine learning among other methods.

Data scientist roles are set to be one of the most in-demand tech jobs this year. Organisations are looking for people who are going to come in, extract data and then offer insights so that the business can take action.

The most useful skills a data scientist can have really depends on the role. We can split the roles into three core pillars.

A solid grasp of mathematics is a must, while a degree or PhD in computer science, statistics or engineering is strongly preferred.

Data scientists will be using analytics tools, so proficiency with these will be useful. Examples include SAS, Hadoop, Hive, Apache Zeppelin, Jupyter Notebook and Pig, among others.

The ability to use the aforementioned analytics tools will be important. As well as that, an ideal candidate will be fluent (or at least proficient) in programming languages such as Python, R, SQL, Perl 5 and C/C++.

This is also where an understanding of artificial intelligence and machine learning will matter when processing the data.

This pillar is more distinct and, although there is some overlap, requires a different set of skills. A working knowledge of the relevant industry is valuable, as is realising the ways in which the data and insights will be used.

While not irrelevant in the former two pillars, soft skills are of higher importance here. Candidates will have a greater business acumen and ability to communicate.

As mentioned, possessing a degree in mathematics or statistics is highly advantageous, while a higher degree in a related field is no bad thing.

Besides these, Id recommend having some form of experience in analytics or scientific dissertations, particularly if it has entailed working with unstructured data.

Employers will be looking for candidates with an ability to code, so learning to write any of the languages listed above would be a good start. The hiring party may want to see some evidence of this, which means applicants should be prepared to present.

Beyond this, there are certain soft skills that prospective data scientists will have mastered in a previous role, or even while in education. Id highlight critical thinking, complex problem-solving, risk analysis and having worked as part of a team.

As recently as a few years ago, we would see companies hire a data scientist without any real strategy of how to implement them.

As the tech industry has boomed, were now seeing that organisations are better informed and prepared regarding their data strategy. As a result, they have a much clearer idea of the role that a data scientist can perform for them.

Of course, with that has come an improvement in the technology available to these organisations. Most platforms work in a certain way, but a good data scientist will be able to adapt to advancement. Change is pivotal to the role.

By Mark Standen and Martin Pardey

Mark Standen is director of Hays Enterprise Technologys Intelligent Automation practice in the UK and Ireland. Martin Pardey is a director for Hays Technology in the south-east of the UK. A version of this article originally appeared on the Hays Technology blog.

Dont miss out on the knowledge you need to succeed. Sign up for theDaily Brief, Silicon Republics digest of need-to-know sci-tech news.

Continue reading here:

These are the top skills a data scientist needs - Siliconrepublic.com

Read More..

Students learn about refugee resettlement during alternative break – UB Now: News and views for UB faculty and staff – University at Buffalo Reporter

Alternative breaks are back in person at UB, and for Puja Shah, it was the best part of winter break.

I wouldrecommendthat every student interested in community service, regardless of their major, participate in an alternative break, says Shah, a junior accounting major.

After going virtual last year due to COVID-19, the volunteer service program resumed in person in January, as a 12-member team of UB students engaged in service across Buffalo during their last week of winter break.

The theme: refugee resettlement.

From sorting through donations to curating welcome kits for families, the students spent the week immersed in the refugee community, assisting agencies likeJourneys End Refugee Services, Stitch Buffalo and Jewish Family Services, which help refugees from around the world make a new home in Buffalo.

Rufus Nguyen-McDowell, a senior majoring in industrial and systems engineering, took part to honor his familys legacy. His fathers family escaped the fall of Saigon, which is why the struggle of refugees hits close to home for him.

We helped by lending many hands, getting big projects done quickly, Nguyen-McDowell says. With Stitch Buffalo, we did lots of support work, sorting sewing tools, stuffing pillowcases and cutting out hundreds of the felt hearts used for Stitch Buffalos signature Buffalove pin.

Harley Le, a junior pharmaceutical sciences major, called the experience inspiring. Sorting items and preparing welcome kits helped Le understand the dignity of the resettlement process. The time spent at Stitch Buffalo, where female refugees share their feelings and create artistic handmade products, also helped Le realize the importance of mental wellness during the resettlement process.

As an international student, the Alternative Break program has helped me feel a sense of belonging in the UB and Buffalo community, says Vrushaali Nagaraj, a freshman computer science major. I was able to explore various parts of Buffalo and learn about how refugee resettlement organizations help refugee families start anew in Buffalo.

Countering the traditional college spring break, the alternative break program has a strong history at UB.

The program boasts as many as five service trips a year, starting annually in August with ReadySetBuffalo! designed to help in-coming UB students earn about the local community, says Rachel DiDomizio, assistant director for community and civic engagement.

Its really a deep dive into Buffalo and learning about the overarching history of the community and the social justice issues that are most prominent in our community, DiDomizio says.

A second service trip is scheduled during winter break and three more are held during spring break. Each have different themes that can change over the years along with national trends and student interests. Traditionally, the trips are outside of Buffalo.

UBs alternative breaks have ranged from hurricane relief in Long Island to wetland restoration in Louisiana, from building homes in Virginia to alleviating poverty in Cleveland.

Last year, UBs alternative breaks continued through the pandemic but were forced to move online. The program focused more on service training with the help of social justice organizations.

This year, UBs alternative break returned in person on Jan. 24, but remained close to home during the pandemic. DiDomizio and Hannah Giarrizzo, lead coordinator, spent the fall readying the students for their experience over winter break.

Students dont just do the service work, DiDomizio explains. After every activity we take time to reflect and we talk about what they took away from the experience, what surprised them, what they learned, things they observed and what themes or skills they might be able to apply in their classrooms and future jobs.

The reflection part is very intentional, she says.

Shah enjoyed making connections with UB staff and appreciated the personal growth that the trip provided. But the experience also was just plain fun, Shah says.

I have so many favorite moments from that week, and all of them revolve around how much fun we had together from car rides to service sites, where we passed around control over the music, to eating our meals together and just venting about the upcoming semester, Shah says.

Besides, Shah, Nguyen-McDowell, Le and Nagaraj, participants included Devyani Budhnarain, Alaina Bailey, Collin Gaylord, Shivani Nayak, Qamar Saitovski, Vaishaili Gupta, Sarah Leveque and Bao Ly.

I am definitely looking forward to continuing my involvement with these organizations and Student Engagement in the future,Shah says.

The program continues in Buffalo during spring break, March 21-25. One will focus on civic engagement, another on environmental justice and the third on poverty alleviation in Buffalo.

Students interested in applying for the program next year can reach out to Student Engagement.

Read the rest here:

Students learn about refugee resettlement during alternative break - UB Now: News and views for UB faculty and staff - University at Buffalo Reporter

Read More..

Professor, Computer Science job with Alliance University | 280740 – Times Higher Education (THE)

Full-time Professor Computer Science

Institution Profile:

Alliance University is a Private University established in Karnataka State by Act No. 34 of year 2010. The University is recognized by the University Grants Commission (UGC), New Delhi.

Alliance University with its vibrant and picturesque campus in Bangalore, India offers multidisciplinary undergraduate and postgraduate majors to students from diverse backgrounds. Alliance Education, defined by excellence through an agile and market-driven approach in the faculties of Management Studies & Commerce; Science & Technology; Humanities, Liberal Arts & Social Sciences is guided by the core values of the University.

As a top ranked university, Alliance University offers programs in business, engineering law, and plans to start new programs in languages, liberal arts, economics, sciences and applied mathematics.

For more details, visit: http://www.alliance.edu.in

Alliance University invites applications for its College of Engineering and Design from highly accomplished professionals for the position of Full-time Professor in the areas of Computer Science Engineering.

Job Title: Full-time Professor in the areas of Computer Science Engineering.

Roles and Responsibilities:

Teaching and Professional development:

Research:

Note: The roles and responsibilities outlined above are not meant to be an exhaustive list of tasks. The need for flexibility is required and the job holder is expected to carry out any other related duties that are within the employee's skills and abilities whenever reasonably required.

Profile:

Qualifications and Eligibility:

Vacancy: Multiple vacancies in the Department of Engineering and Design. Priority would be given for candidates available to join immediately.

Role: Teaching & Research

Remuneration & Benefits: Alliance University offers competitive salaries commensurate with an applicants qualification and experience. The University supports research through grants and incentives for publications. Additionally, the University offers pension benefits, subsidized campus housing, food, transport, insurance, and other benefits.

Employment Type: Full-Time

Key Skills:

Creative teaching, presentation, communication, innovative research, people engagement, and networking skills.

Application:

Apply to the open position by sending your updated CV and Cover Letter (highlighting your achievements, career goals, and ways in which you can contribute to Alliance University) to careers@alliance.edu.in. Quote AU/REC2022/THEUNIJOBS/CSE as reference in your email subject line.

Application deadline: Until the position is filled.

Keywords: Computer Science Engineering, CSE, Computer Science Professor, Professor, Lecturer, Senior lecturer, Science, IT, Information Technology Professor.

Read the original post:

Professor, Computer Science job with Alliance University | 280740 - Times Higher Education (THE)

Read More..

The top 5 data professional tech jobs in the Middle East – CIO

Fostering innovation, providing deep insights, and creating new services and opportunities, data professionals today are highly valued by businesses. Data scientists and data architects can create automated systems for gathering data in real time, refining it into actionable findings, and putting information to work in new ways that ultimately serve customers better and allow your business to grow. Here, we list the data-professional jobs that are most sought after in the Middle East today, how to hire for them, and what the roles typically pay.

The rapid growth of data processing and technology such as machine learning have created a sharp rise in the demand for data professionals in both the public and private sector. LinkedIn, for example, found that tech hires in the Middle East increased by 61% in 2020, and data scientist was the UAEs fastest-growing role in 2019 with a 46% increase in demand. The 2021 Coursera Global Skills Report identifies data visualisation as an area with the greatest growth potential for Egypt, Morocco, and Algeria, with a global market value projection of $5.17 billion by 2026.

Industries like financial services, healthcare, and entertainment are increasingly seeking data engineers with skills required like statistical modelling and data visualisation. However, finding staff equipped data skills can prove to be a challenge for business leaders. The Coursera report found that professionals in the UAE, Saudi Arabia, Lebanon, Kuwait, and Qatar excelled in business skills but lagged behind in the field of data science.

Its never been about just finding any candidate that fits the bill, says Manpreet Kaur, senior consultant for data for Michael Page Middle East, which supports companies in finding high-quality data professionals. Weve come to understand the investment a business makes and the risk associated with a data hire, where the ROI or cost might be borne longer than other hires On the flip side, good investments speak for themselves we also appreciate the level of impact and the significant value that a data hire can offer a business.

Building the right data team requires a strategic approach and in some cases, a shift in business mindset. Data is the new kid on the recruitment block that every company in the Middle East is curious about. The rapidly-growing sector has created enough buzz for companies to desire shiny new data departments, but do they know what they want their newly-formed data capabilities to achieve? The important question for any business right now is how data can solve their real-time business problems. The answer to this will be unique to each business and so a one-size-fits-all approach doesnt work, Kaur says.

Preparation is also key, as some companies lack the necessary infrastructure to support a data team. Today, most businesses in the Middle East tend to build their data capability out of a fear of missing out for example, maybe a rival is investing heavily in their own data agenda or perhaps out of compulsion, either to keep pace with the wider adoption of data in the region or even led by the government. Any business that is looking to invest in or build their data capability should do so with serious forethought and planning. Do they have the right technology or infrastructure in place? asks Kaur. Have they looked at building their data governance frameworks, and has the quality of data been assessed? Do we want to hire a data scientist and expect them to define the data quality rules?

Intellectual honesty amongst data leaders is essential here. Running a true assessment of where the business is with their data-readiness currently creates a stronger and more accurate foundation of what they need to be doing next, whether its related technology or talent. Retaining talent becomes a big challenge in a market like the Middle East. Data professionals may not be willing to invest time and effort in a business that isnt ready for them. Good talent will be poached by companies with a healthier and more mature data culture. The honesty when designing the job description reveals much about the companys data attitude while setting the tone for the rest of the hiring process.

Here are the top five data roles in the Middle East today, with insights about their salaries from Glassdoor and Robert Walters.

300,000 420,000 AED (US$81,000-US$114,000)

Investing in data engineers helps build a more scalable infrastructure to support all data department needs, Kaur says. Focusing on creation and improvement, data engineers design and develop the foundational systems that allow data scientists and data analysts to do their job. They manage databases and pipelines, integrate new datasets when necessary, create APIs, and utilise new machine learning models that can interpret data. Many data engineers have a software programming background and can also write scripts as well monitor and improve existing systems. A background in data processes and database architecture is crucial, as well as programming skills and knowledge of SQL-based technology.

200,000-336,000 AED ($54,000-$91,000)

Organisations turn to data analysts to make informed decisions. This professional is responsible for interpreting vast amounts of data in order to discover trends, patterns, and insights about user behaviour. Daily responsibilities include mining and screening data, extracting insights, identifying areas for growth, and presenting organisational recommendations to management.

Unlike data scientists, a degree is not necessarily required, however candidates without a formal educational background in should have knowledge of their companys specific industry in order to create a paradigm to reference when interpreting data. A statistics background and knowledge of computational frameworks is an asset, and experience working with programming languages like Java, Python, and R is a must.

230,000-500,000 AED ($62,000-$136,000)

This role is similar to a data analyst, however data scientists are expected to be able to address business problems with a deeper level of intricacy throughout the data science cycle. They determine what the most important questions or issues are that data could potentially solve. Whereas analysts describe the past and current insights from data, data scientists make predictions and recommendations to stakeholders with key metrics in mind. They are also responsible for training machine learning models to create more powerful and predictive algorithms. With the means to extract meaning from data and the direct impact of solving real-time business problems, data scientists are likely to remain within the top 3 in-demand roles within the field of data, says Kaur. The question is, have organisations in the Middle East taken the right steps to really extract the right value from these professionals?

Data scientists often have a Masters degree or Ph.D. in fields like computer science, engineering, or statistics. They also have in-depth knowledge of programming and analytical tools, and proficiency in Python, the Hadoop platform, SQL, data visualisation, and machine learning/AI.

350,000-448,000 AED ($95,000-$121,000)

While not every IT team includes this role, this is a steadily growing area in the data field, as regulatory frameworks are in a state of flux and compliance is key. The candidates should have a strong knowledge of legal and governmental policy issues related to data privacy, be familiar with national and region-wide frameworks, and be able to identify new policy implications within the scope of their business. They also lead the design and implementation of data polices, conduct data mapping and compliance audits, advise the IT and data departments, and review records of data processing activities. Candidates should have knowledge of information security processes and five years of experience in data protection/date security roles. A background in IT, information security, or public policy is an advantage.

540,000-780,000 AED ($147,000-$212,000)

Any company that wants to design and implement a data strategy needs a team lead. The data architect, or data lead, is like a combination of two of the above roles rather than having a background in software engineering and building data frameworks like a data engineer or having a background in statistics and analysis like a data scientist, the architect is expected to understand all of these fields and their related skills. They design the entire vision for a companys data architecture and continuously refine and improve data management systems with new technical features, data models, and management systems. In this role, a degree in computer science or engineering is a must, but an advanced degree like an MBA or Masters degree in data science is advantageous.

The data leader is the strategic bridge between ambitious organisational goals, traditional technology, and modern science, Kaur says. Data leaders are crucial in order to direct a business towards truly implementing a data-driven culture; they are a dedicated leader that understands the impact of data and has the courage to build whats needed to get there.

Continue reading here:

The top 5 data professional tech jobs in the Middle East - CIO

Read More..

Artificial Intelligence, Autonomy Will Play Crucial Role in Warfare, General Says – Department of Defense

The use of autonomy and artificial intelligence will play an increasingly vital role in military operations in such places as the Middle East, where U.S. forces no longer have a sizeable military presence, an Army general said.

Lt. Gen. Michael E. Kurilla, commander of the XVIII Airborne Corps, testified at a Senate Armed Services Committee nomination hearing today, considering his promotion to general and assignment to be commander, U.S. Central Command.

The XVIII Airborne Corps at Fort Bragg, North Carolina, has been a leader in the adoption of AI, he said.

The command has taken an approach to its adoption, that includes building a cultural mindset, data literacy, data governance and infrastructure that includes cloud computing, he said.

Also, the corps uses AI in quarterly exercises for target detection. Those exercises include personnel from all six of the military services, he said.

The most recent exercise culminated in a Marine Corps F-35 jet dropping a live, 1,000-pound bomb on an artificial intelligence-derived grid that was one meter off from the surveyed grid, he said.

"We do these exercises quarterly to improve the capability of the targeting ability of the Corps. I would look to take that if confirmed down to Centcom and expound upon that," he said.

Kurilla explained how targeting can be improved with the aid of AI.

"We can take large pieces of terrain and rapidly identify hundreds of targets, prioritize them based on a high priority target list that determines which ones we should strike with the resources that we have. And then that goes back into our firing solutions. That happens in seconds versus what would take hours normally, or sometimes even days to be able to develop these targets. And it's doing it in real time at the edge in our command posts and not being tied just back into a garrison computing environment."

AI would offer tremendous capabilities for counterterrorism in that region as well, he mentioned.

Kurilla also touched on a wide variety of other topics central to Centcom. He identified Iran as the number one malign influence in the region. He also noted that China has made inroads to many U.S. partners in the region, expressing his concerns for those agreements.

As for Afghanistan, Kurilla said the Taliban and the U.S. agree that ISIS-K is an enemy. However, he said he wished that the Taliban would also renounce al Qaeda. He also said he hoped that the U.S. could help Afghanistan, perhaps through the United Nation's World Food Program, to alleviate the humanitarian crisis.

The topic then turned to Pakistan. The U.S. and Pakistan have not always seen eye-to-eye, but Kurilla said the two nations share an interest in regional stability and countering violent extremist organizations.

Israel was also mentioned. Kurilla said he's particularly encouraged by the increase of cooperation between Israel and its Arab partners in the region. "Israel brings some very unique capabilities in terms of their military component that they believe they can share with their Arab partners in the region. The air and missile defense is a big area, based on the threat from Iran."

See the original post:
Artificial Intelligence, Autonomy Will Play Crucial Role in Warfare, General Says - Department of Defense

Read More..

Reproductive Urology and Artificial Intelligence – Physician’s Weekly

Over the last few decades, the promise of artificial intelligence (AI) in medicine has been widely theorized. Only in the last few years have physicians and computer scientists begun to realize the genuine therapeutic potential of this technology. Reproductive urology is a sub-discipline where AI might make a significant difference, as present prediction models and subjectivity in the area have severe limits. For a review, researchers conducted a literature study to highlight current AI uses in reproductive urology. Early AI applications in reproductive urology focused on predicting sperm parameters using questionnaires that identified relevant environmental variables and/or lifestyle habits that influence male fertility. AI has demonstrated efficacy in identifying which patient subpopulations are most likely to require a genetic workup for azoospermia. Automated sperm identification is now a reality thanks to recent breakthroughs in image processing. With the advent of AI, sperm analyses, which were formerly a laboratory-only diagnostic procedure, have made their way into the homes of healthcare consumers.AIs prospects in medicine were promising, and there was significant promise for AI in reproductive urology. It was critical to do research to determine the elements that might impact reproductive success, whether naturally or through assisted reproduction, in order to advance the discipline.

Reference:link.springer.com/article/10.1007/s11934-019-0914-4

Read the original post:
Reproductive Urology and Artificial Intelligence - Physician's Weekly

Read More..

Researchers from IIT Madras Using Artificial Intelligence to Study Production of Fuel from Biomass | The Weather Channel – Articles from The Weather…

Artificial intelligence.

Researchers at the Indian Institute of Technology (IIT) Madras are using Artificial Intelligence tools to study the processes involved in the conversion of biomass to gaseous fuel.

With increasing environmental concerns associated with petroleum-derived fuels, biomass is a practical solution, not in the conventional sense of directly burning wood, cow dung cakes, and coal, but as a source of energy-dense fuel.

While models are being developed all over the world to understand the conversion of biomass into fuels and chemicals, most models take a long time to become operational. Artificial Intelligence tools such as Machine Learning (ML) can hasten the modelling processes.

"There is an urgent need to train the next generation of engineers on high-performance computing and machine learning skills so that they can address some of the biggest challenges before us, such as developing zero-emission technologies to tackle climate change. This work is one such example," said Dr Himanshu Goyal, Assistant Professor, Department of Chemical Engineering, IIT Madras, in a statement.

The IIT Madras team used an ML method called Recurrent Neural Networks (RNN) to study the reactions that occur during the conversion of lignocellulosic biomass into energy-dense syngas (gasification of biomass).

"The novelty of our ML approach is that it is able to predict the composition of the biofuel produced as a function of the time the biomass spends in the reactor. We used a statistical reactor for accurate data generation, which allows the model to be applied over a wide range of operating conditions, explained Dr Niket S Kaisare, Professor, Department of Chemical Engineering, IIT Madras.

The researchers detail the study in the peer-reviewed journal Reaction Chemistry and Engineering.

The team used AI tools not only for biomass-biofuel conversion studies but also for socially relevant and environmentally beneficial processes such as carbon capture (the capture of CO2 to prevent climate change) and the electrification of the chemical industry.

Researchers all over the world are finding methods to extract fuel from biomass such as wood, grass, and even waste organic matter.

Such biomass-derived fuel is particularly relevant to India because the current availability of biomass in India is estimated at about 750 million metric tonnes per year and extracting fuel from them can tremendously help the country attain fuel self-sufficiency.

**

The above article has been published from a wire source with minimal modifications to the headline and text.

View post:
Researchers from IIT Madras Using Artificial Intelligence to Study Production of Fuel from Biomass | The Weather Channel - Articles from The Weather...

Read More..

3 Ways Artificial Intelligence Can be Used to Improve Health Equity – HIT Consultant

John Sargent | Founding Partner, BroadReach Group

When I graduated from medical school and took the Hippocratic Oath, I vowed to not just treat the illness on a patients medical history form but to treat the person behind the diagnosis. To do this well, clinicians need to understand the whole person and the context in which they live their race, gender identity, native language, socioeconomic status, or zip code, among other things to ensure equitable care. According to the CDC, health equity is reached when every person has the opportunity to attain his or her full health potential regardless of social position or other socially determined circumstances.

Yet, health inequities abound in our healthcare systems. Research says that those Americans who live in rural communities have less access to care and subsequently worse health outcomes than those who live in non-rural communities. African American adults are more likely to report they cannot afford to see a doctor, leading to worse health outcomes. African Americans ages 18-49 are twice as likely to die from heart disease than whites. Beyond race and community, even employment status has a great effect on ones health. Members of the LGBTQ community are twice as likely to be unemployed and uninsured than their straight counterparts, reporting lower health and quality of life.

Healthcare inequities are also a drag on our economic systems. Medicare and Medicaid have an obligation to taxpayers who are paying into the system to help as many people as possible. When there are inequities in the healthcare system, it means that taxpayer dollars arent being well spent to impact the people they need to. If a health insurance companys risk pool is warped toward people who are very sick and dont have decent access to healthcare, its going to make that health plan a lot less profitable, increasing premiums for everyone.

Artificial intelligence (AI) technology and algorithms can help us bridge this health equity gap. But its important to remember that AI is not a one-size-fits-all solution. Data is great, but without an application, its not useful. AI allows us to use the data to interpret whats going on with a patient population and prescribe what to do with the data. Here are three ways we can apply this technology to help solve the health inequity problem in America and around the world.

1. Using AI to identify the problem

Health systems are dealing with a seemingly infinite amount of data on massive patient populations. Its hard to spend time sifting through the data by hand to understand whats happening within their population. AI technology can help these systems sort through that data to understand exactly where providers should focus to get the best ROI for positive patient outcomes. In a real-world example, a case manager logs onto work on a Monday morning and receives an email with details about their patient, John Doe. An AI-powered algorithm flagged that John Doe has two issues that may impact this ability to manage his diabetes: his current provider isnt a native Spanish speaker and he currently doesnt have a vehicle. This means that John Doe, who doesnt speak English, is facing two serious health inequities that could affect his ability to get the right information and physical access to the clinic for his appointments.

2. Using AI to identify next-best actions

Now that we know the problem, its important to take action and solve it. No one wants to spend time analyzing a million charts or rows of data in a spreadsheet. Decision-makers need to know what the issue is, what they need to do and how they need to do it to affect change. By using AI to provide predictive and prescriptive recommendations in a culturally sensitive way, we can bridge the equity gap.

In the John Doe example, the prescriptive recommendations that will improve Johns outcomes include finding John a doctor that speaks Spanish and setting up John with the telehealth services to ensure he has continued care regardless of his transportation challenges. AI allows us to replicate this over millions of patients quickly when compared to doing so by hand. If Amazon can predict which book on the history of World War II I should read next based on my buying history, certainly we can use similar technology to predict what issues will arise for our patients and what we need to do to intervene.

3. Using AI to better allocate limited resources

Resources are often limited in healthcare. AI technology can help providers make better decisions on where to invest, build and allocate resources more effectively to close the disparities. This type of technology provides a more strategic view that helps managers and executives answer the question, do I have the right skill sets and resources to meet my health equity challenges? If not, do I need to shift certain resources (e.g. Spanish speaking doctors) to other clinics and patients, or do I need to invest in new approaches (e.g. telehealth) or partnerships (e.g. taxi company, local churches) that help me to better treat each patient?

Healthcare is a human issue

AI can make the entire healthcare system more efficient and effective at identifying and solving these inequity issues. But at the end of the day, healthcare is still a people issue. As a doctor, I was trained to believe that I am in charge of a persons health. They come to me for a diagnosis and I write the prescription for a medication they need to address it. In reality, 99% of the patients life occurs outside the doctors office and in their community. In order to improve health equity, we must find ways to partner with the leaders of the communities in which they live.

Medical male circumcision has long been known to be a key tool in reducing the risk of HIV transmission. Now imagine yourself, an outsider, entering a Zulu community in Southern Africa. No one speaks English and they have a very specific understanding of healthcare. Try to convince a 21-year-old Zulu man to get circumcised for his health its an uphill battle. Who does this 21-year-old man listen to? Most likely his community tribal leaders. A lot of the work the BroadReach Group does today is identifying the local on-the-ground structures, whether they be the tribal or cultural structures, that would influence the communitys decision-making. Essentially choosing the next-best actions informed by behavior science. We then partner with these community groups to craft messaging and create programs to convince the population to take these health steps.

While it may look a little different, we face the same distrust patterns in the U.S., now more so than ever before. How do we convince people that are wary of health systems to see a doctor every year or get vaccinated against COVID-19? Close partnerships with trusted local community leaders.

The healthcare industry cant solve the equity problem alone we need partnerships. When healthcare companies partner with the private technology sector, it helps us think outside of the industry about whats cutting edge like new AI-driven technology and how we can apply it to healthcare. When healthcare companies partner with local community leaders, we can effect real change within a hard-to-reach population. Health inequity is a comprehensive problem that covers all of society. We cant do it alone.

About Dr. John Sargent

Dr. John Sargent is a globally recognized innovator focused on developing 4th Industrial Revolution technologies to radically improve healthcare delivery and catalyze broader development sector outcomes.John co-founded BroadReach Group in 2003 and currently serves on the Board of Managers. He is a popular speaker and thought leader on technology, innovation and health equity. He has been recognized by the World Economic Forum as one of the Social Entrepreneurs of the Year in 2015, by Frost & Sullivan with the Visionary Leadership Award in Healthcare, and by Devex as one of the Top 40 Under 40 Leaders in Development.

Prior to co-founding BroadReach Group, John was a management consultant specializing in strategic and clinical operations projects for top academic and private US hospitals. His last position before founding BroadReach was Senior Director and National Practice Leader in Clinical Operations for the Advisory Board Company (ABCO), a leading US healthcare think-tank. Additionally, he has served as a member of the Board of Directors of the Fulbright Association. John earned an undergraduate degree from Dartmouth College, a masters degree from Oxford University as a Fulbright Scholar and an MD from Harvard Medical School.

Go here to see the original:
3 Ways Artificial Intelligence Can be Used to Improve Health Equity - HIT Consultant

Read More..