Software Engineer
Burlingame, CA /
R&D /
Full-time
Genesis is building a world-class ML team in an industry that has underutilized computational methods for too long. We are creating the best molecular generation and property prediction platform in the world, filling in a critical piece in the drug discovery process. We need you to drive the cutting-edge research that will enable us to find cures for a wider range of diseases, faster than ever before.
You will
- Update our data infrastructure, built on Google cloud storage and Postgres, optimizing for data integrity, performance, and flexibility manipulating billions of molecular datapoints
- Improve our data pipelines on top of Kubernetes, making them more efficient and fault-tolerant while handling thousands of parallel deep learning and biophysical simulation jobs
- Dive deep into molecular datasets, creating statistically rigorous train, valid, and test sets to optimally train our models for real-world prediction and generation tasks
- Help create our biophysical simulation platform, using off-the-shelf computational chemistry libraries as well as developing tools from scratch based on the laws of physics and chemistry
- Work closely with AI engineers and medicinal chemists to make our ML platform maximally adaptive to different use cases
You are
- Experienced writing production code and driving projects to completion, preferably at either a top industry company or a fast-moving startup
- A deep thinker who reasons from first principles over pattern matching
- Interested in learning some ML and biochemistry
What we offer
- The opportunity to work on challenging, high impact ML infrastructure that is immediately deployed to accelerate the discovery of new medicines
- Strong technical coworkers in AI, software, and chemistry, who all have a powerful mix of intellectual curiosity and humility. The team reads and discusses 1-2 ML or chemistry papers every week to stay on top of the field and inspire new ideas
- Competitive salary and equity. Medical, dental, and vision insurance, and a 401(k) program
