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Research Engineer - Semantic Scholar

Seattle

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Research Engineer - Semantic Scholar

AI2 is looking for talented engineers to improve the infrastructure behind Semantic Scholar, our artificially-intelligent academic search engine.

Why This Role Is Important

Since its launch in November 2015, Semantic Scholar has indexed and learned from millions of computer science research articles from hundreds of journals and conferences. Now we're preparing to launch our search engine in a new domain -- medicine. In order to accomplish this we need to generalize our semantic features and  understand the language of academic medicine Looking further ahead, we want to develop compelling semantic features that make our academic paper search the best in the world.

 

Being a Research Engineer at AI2, you’ll have the opportunity to work shoulder-to-shoulder with our researchers in bringing early prototypes to disruptive features. This role will also expose you to a wide variety of advanced topics from vision to natural language processing to deep learning. In addition, this role opens up possibilities in many areas of expertise in either computer science or machine learning.

What You'll Learn (Or Teach Us, Or Both)

  • How to create fast, efficient search indexes for scientific papers.
  • How to develop neural network models for semantic analysis of scientific papers.
  • How to scale neural network models to be used in production.
  • How to model medical concepts.
  • How to extract knowledge about publications from PDFs.
  • How to make sure the computer doesn't confuse John Smith, computer scientist, with John Smith, neuroscientist.
  • How to generalize from a computer-science-research and neuroscience-research search engine to an all-of-science-research search engine.
  • How to extract and understand tables, figures, and other graphical representations of information in scholarly literature.

What You Bring to AI2

  • Background or interest in AI and related fields, especially in any of Statistics, Machine Learning, Algorithms, Mathematics, etc.
  • Familiarity with deep learning libraries such as Keras, TensorFlow, DyNet, Theano, Torch.
  • Experience in using machine learning models (especially neural network models) at scale in production.
  • Your software development skills - Developing clean, well-designed code to solve really hard problems is what we do.
  • Strong collaboration skills - Our environment is small and collaborative, and we'd like you to thrive on working closely with others.
  • Your familiarity with Unix-like systems and working in "the cloud" - Your skills will help us rely on AWS and other on-demand infrastructure and services for all our projects.
  • Experience building systems at scale - you'll help us tackle big problems, which means running into the kinds of issues that can only be solved with high-scale systems.
  • Proficiency with or desire to learn Python.

Do some or all of these sound like you? Contact us!

About AI2

The Allen Institute for Artificial Intelligence is a non-profit research institute in Seattle founded by Paul Allen and headed by Professor Oren Etzioni. The core mission of AI2 is to contribute to humanity through high-impact research in artificial intelligence.

Why AI2

In addition to AI2’s core mission, we also aim to contribute to humanity through our treatment of each member of the AI2 Team. Some highlights are:

  • We are a learning organization – because everything AI2 does is ground-breaking, we are learning every day. Similarly, through weekly AI2 Academy lectures, a wide variety of world-class AI experts as guest speakers, and our commitment to your personal on-going education, AI2 is place where you will have opportunities to continue learning alongside your coworkers.
  • We value diversity - We seek to hire, support, and promote people from all genders, ethnicities, and all levels of experience regardless of age. We particularly encourage applications from women, non-binary individuals, people of color, members of the LGBTQA+ community, and people with disabilities of any kind.
  • We value inclusion - We understand the value that people's individual experiences and perspectives can bring to an organization, and we are building a culture in which all voices are heard, respected and considered.
  • We emphasize a healthy work/life balance – we believe our team members are happiest and most productive when their work/life balance is optimized. While we value powerful research results which drive our mission forward, we also value dinner with family, weekend time, and vacation time. We offer generous paid vacation and sick leave as well as family leave.
  • We are collaborative and transparent – we consider ourselves a team, all moving with a common purpose. We are quick to cheer our successes, and even quicker to share and jointly problem solve our failures.
  • We are in Seattle – and our office is on the water! We have mountains, we have lakes, we have four seasons, we bike to work, we have a vibrant theater scene, and we have so much else. We even have kayaks for you to paddle right outside our front door. We welcome interest from applicants from outside of the United States.
  • We are friendly – chances are you will like every one of the 70+ (and growing) people who work here. We do.

AI2 is proud to be an Equal Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.

If you need assistance or an accommodation due to a disability, you may contact us at ai2-info@allenai.org or you may call us at 206-548-5600.

 

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