Data Scientist
San Francisco, CA or Boston, MA
Applications have closed
Unlearn.AI
We’re developing and deploying AI to accelerate clinical drug development today and eliminate trial and error in medicine tomorrow.At Unlearn, our purpose is to advance artificial intelligence (AI) to eliminate trial and error in medicine. Today, we are reimagining the randomized control trial (RCT) for the 21st century through TwinRCTs. A TwinRCT is an AI-powered RCT that allows more trial patients to receive the experimental treatment and takes significantly less time than a traditional RCT. Unlearn’s innovative work in AI today will reinvent how AI is applied in medicine tomorrow—and we have a top secret plan for how to get there. We won’t be able to achieve this mission just by applying technologies created by others; the future must be invented.
Unlearn is a technology company, not a biotech company. We use computers, not pipettes. We make and use software, we don’t discover or make drugs. We believe that AI will define the future of medicine, and we aren’t deterred by naysayers or skeptics.
We come from a variety of backgrounds ranging from machine learning to marketing—but regardless of where we come from, Unlearners share some common traits:
>> Unlearners are ambitious; we aren’t intimidated by big, challenging goals. >> Unlearners are disciplined experimenters; we break down our big goals into smaller chunks and meet as often as necessary to track our velocity and iterate quickly. >> Unlearners are gritty; we never give up, setbacks just make us try harder.>> Unlearners are receptive to new ideas; in fact, we hate being stuck with the status quo. >> Unlearners are storytellers; sharing information with each other and with the world is super important, too important to be boring. And, last but not least,>> Unlearners are team-oriented; we put the mission first, the company second, the team third, and individuals last.
Founded in 2017 by a team of world-class machine learning scientists, we have raised venture capital from top tier investors such as Insight Partners, Radical Ventures, 8VC, DCVC, and DCVC Bio. We completed our $50 million Series B in April 2022. We are headquartered in San Francisco, CA and have an additional office in Boston, MA.
If our purpose and culture resonate with you, please join us.
Data Scientists working on our Clinical Data teams at Unlearn are responsible for building world class internal data products that enable fundamental advancements in machine learning. Data Scientists collaborate as part of multi-disciplinary teams to leverage high-quality software to build datasets and tailor them for use in machine learning. These teams work across disease areas, constantly learning and growing their capabilities to deliver innovative solutions around clinical data.
Responsibilities
- Using our powerful, proprietary software tools to transform clinical trial, observational study, and electronic health data into tidy datasets that empower the machine learning teams.
- Analyzing clinical datasets and understanding outcome measures, biomarkers, and other data measured in clinical trials.
- Collaborating with a team of multi-disciplinary scientists and engineers to build high-quality data products that leverage well-organized data, domain knowledge, and insightful data analysis and documentation.
Requirements
- B.S. or related degree in a quantitative discipline.
- Fluency in Python and its essential data science tools (numpy, pandas).
- Experience working with complex or nuanced datasets.
- Experience or interest in clinical data and improving decision-making in healthcare.
- Able to come into either our San Francisco or Boston office two to three days a week.
- Demonstrated experience in collaborative software development.
- Experience with clinical datasets in applied machine learning applications.
- Experience working in multidisciplinary teams that include scientists, engineers, and product management.
Preferred Requirements
• 401k plan with generous matching• Flexible PTO plus company holidays• Annual company-wide break from December 24 through January 1• Professional development budget to attend conferences or other events• Company-subsidized medical, dental, & vision insurance plans• One-time home-office set-up stipend• Commuter benefits plan• Paid Parental Leave
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Data analysis Machine Learning NumPy Pandas Python
Perks/benefits: 401(k) matching Career development Conferences Flex hours Flex vacation Health care Home office stipend Medical leave Parental leave Team events
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