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Senior AI Scientist - Deep Learning for Natural Language Processing

| Greater NYC Area

Senior AI Scientist - Deep Learning for Natural Language Processing

About the company

At Covera Health, we have proven that advanced data science can prevent serious misdiagnoses which result in poor outcomes for patients and increased costs for payers. Using our proprietary framework, we help patients recover better, faster, and more affordably. Today, we are working with some of the largest healthcare payers in the country to potentially impact millions of patient lives. We are passionate about improving healthcare for every patient.
 

About the role

We are looking for a talented Senior AI Scientist with a focus on Deep Learning and Natural Language Processing to join us in our commitment to improve the quality of care for patients in every community across the nation. It is crucial that you have a Masters or PhD with a thesis and work in application of image analysis methodologies. 
 

You will work with a growing multidisciplinary team of talented data scientists, other statisticians, engineers, and researchers to leverage unique healthcare data (in the form of MRI images, clinical reports, claims data, and beyond) to create new and improved methods for assessing and predicting the quality of care delivered by healthcare providers and determining the impact that care quality has on overall patient outcomes and cost. You will have the opportunity to work with extremely diverse and entirely unique medical image and healthcare datasets that extend to all phases of care delivery (referral, diagnosis, therapy, and outcome/follow-up) from the perspective of all key stakeholders (patients, providers, payers).

 

Your responsibilities will include helping to shape the company’s AI strategy in the area of language understanding, as well as to further create, extend, and validate the language processing algorithms in use at Covera Health. You will play a key role in producing and sharing the results we achieve with the broader scientific community. You will be expected to:

• Investigate, develop and evaluate new and existing robust techniques for machine learning based analytics, automated question answering using natural language processing across a variety of large and diverse medical datasets
• Prototype and validate analysis and solutions using or enhancing existing methodologies, frameworks, and architectures 
• Design criteria and methods for evaluating the performance of text understanding on test and real clinical data
• Research and recommend tools, algorithms, and solutions in line with our quality of care improvement strategy
• Collaborate with our internal and external teams and clinical partners and all internal and external teams to implement our clinical research roadmap
• Contribute to the enhancement and extension of all our data analytics pipelines and environment
• Collaborate with data science team members and other colleagues on research activities

• Lead and mentor junior members of the data science team

• Help to shape Covera Health’s language understanding and broader data analytics strategy by identifying new opportunities

Requirements

  • PhD or MS in computer science or related discipline with work experience as a Research Scientist in Machine Learning and Natural Language Programming
  • 3+ years of work experience as a Research / AI Scientist in deep learning for Natural Language Processing
  • Strong deep learning background and familiarity with state-of-the-art NLP techniques (BERT, XLM, XLNet)
  • Applied programming experience in Python, C, and/or C++
  • Experience with libraries and tools like Tensor Flow, PyTorch, Theano, Keras, and CUDA
  • Contribution to research communities and/or journals, including NIPS, ICML, ACL, CVPR, etc.
  • Excellent ability to work well as an individual contributor as well as within a multidisciplinary team environment
  • Strong communicator with excellent interpersonal skills and can-do attitude to work and thrive in a fast-paced team environment

Benefits

You will be a full-time employee with competitive salary, stock options, and great benefits. These benefits include medical, dental, and vision insurance (with premiums fully covered), FSA, pre-tax commuter benefits, flexible paid time off, and a comfortable office space filled with a variety of quality snacks and beverages. Most importantly, you’ll get to know each of us and we love to work together to find solutions. We are a smart, fun, focused, and unique team of people who are truly passionate about changing healthcare for the better!

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Location

Located two blocks away from Grand Central Station with wonderful restaurants, casual and quick or cultural and delicious, this nabe has it all!

An Insider's view of Covera Health

What's something quirky about your company?

When we were thinking of how to design informative town halls we felt it was important to make it creative and fun. At the first one we ever had at 15 people, our presenters jogged out to Eye of the Tiger- since then it's evolved to include catering, decorations, and even costumes! It's become a highlight of the month that everyone looks forward to

Kellianne Buschinski

Director of People & Ops

How do you empower your team to be more creative?

When working on a project with my team, I try not to be too prescriptive with exactly how I think we should solve a problem. I’ve found that when people have the freedom to come up with their own ideas, their solutions and work products are often better than what I was originally imagining, which leads to better results for our entire team!

Sarah Oddo

Director of Operations & Strategy

What are Covera Health Perks + Benefits

Culture
Friends outside of work
Eat lunch together
Intracompany committees
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Health Insurance & Wellness Benefits
Dental Benefits
Vision Benefits
Health Insurance Benefits
100% Premium Coverage
Retirement & Stock Options Benefits
401(K)
Company Equity
Vacation & Time Off Benefits
Generous PTO
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
Company Outings
Game Room
Stocked Kitchen
Happy Hours
Happy hours are hosted On occasion .
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