Senior Applied Machine Learning Scientist
1 week ago
At Unlearn, our purpose is to advance artificial intelligence (AI) to eliminate trial and error in medicine. We are innovating advanced machine learning methods to leverage generative AI in forecasting patient outcomes, starting with the domain of clinical trials. We produce AI-generated digital twins of individual trial participants, enabling smaller and more efficient clinical trials to bring effective medicines to patients sooner.
Our 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.
If our purpose and culture resonate with you, we invite you to apply.
Senior Applied ML Scientists lead Unlearn's work to develop state-of-the-art ML approaches for generating Digital Twins - probabilistic models of a patient's future health outcomes given knowledge of their current and past medical history. Senior Applied ML Scientists at Unlearn come from a wide range of disciplines, and have honed their ML expertise through their previous experience conducting novel and impactful research at top academic and industrial labs or their previous work delivering ML and data-science products in highly ambiguous and challenging commercial settings. Successful Applied ML Scientists at Unlearn are entrepreneurial in their approach; feeling a strong sense of end-to-end ownership of their mission, they investigate broadly to find the right tools and techniques to help their teams succeed. They are also highly determined individuals, powering through problems with cleverness and resolve.
Responsibilities include:
- Design and implement machine learning models to characterize and predict disease progression.
- Apply and fine-tune proprietary architectures to real-world clinical data.
- Clearly communicate technical findings and results to internal and external stakeholders.
- Stay up to date with developments in the ML field to inform Unlearn's modeling work.
- Represent Unlearn to the broader scientific community.
- M.S. in computer science or engineering, physics, mathematics, or a related field.
- 3-4+ years of experience developing machine learning models and adapting them to solve real-world problems.
- Previous experience with unsupervised ML, EBM, NLP, LLM, optimization theory, or reinforcement learning.
- Strong software engineering skills and collaborative software development.
- Fluency in the Python machine learning and data science ecosystem.
- Evidence of successful execution of ML projects in an industrial setting.
- Solid fundamentals in conceptual basics of ML architecture (linear algebra, statistics, optimization).
- Contributions to well-known open-source ML tools or frameworks.
- Prior experience working with healthcare or clinical machine learning applications.
- Familiarity with AWS cloud computing services.
The following benefits and perks are for full time roles only.
- Generous equity participation
- 100% company-covered medical, dental, & vision insurance plans
- 401k plan with matching
- Flexible PTO plus company holidays
- Annual company-wide break December 24 through January 1
- Commuter benefits
- Paid Parental Leave
- Support for H1B, TN, and E-3 Visa change of employer transfers
Unlearn is an equal opportunity employer.
At Unlearn, we are committed to building a diverse and inclusive workplace, because inclusion and diversity are essential to achieving our mission. If you're excited about this role, and your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply nevertheless.
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