Research Engineer in Deep Learning

DeepLife is hiring!

About

DeepLife is an early stage startup founded in 2019 by Jonathan Baptista and Jean-Baptiste Morlot, backed by international investors, developing the first SaaS platform for cellular engineering.

While we are able to design and build incredibly complex mechanical engines, engineering biological systems, such as cells, remains a challenge. However, recent technological improvements, notably in biochemistry, recently enabled the construction of databases with millions of quantitative cell activity measures, covering multiple diseases.

The DeepLife team develops a SaaS platform combining state-of-the-art machine learning algorithms on multi-omics sequencing data, public and private cell atlases, and proprietary deep learning-based cell engineering tools. Our goal is to supplement in vitro testing with in silico simulations, and rapidly discover molecular triggers to efficiently engineer cell behavior.

We are working closely with biotech and pharmaceutical companies to accelerate their drug discovery processes. We are also collaborating actively with the academic community by publishing papers and providing open access to our platform’s features and data.

Job Description

As Research Engineer in Deep Learning, you will:

  • Develop state-of-the-art deep learning algorithms to solve high impact challenges in biology and healthcare
  • Be a core member of the startup development
  • Collaborate with the academic community and participate to academic conferences
  • Work closely with, and report directly to, the CEO and CTO

Preferred Experience

Requirements

Minimum:

  • 2 years experience in unsupervised learning or generative models
  • Extensive knowledge on state-of-the art deep learning techniques
  • Skills in academic articles writing
  • Comfortable with networking and communicating ideas

Nice to have:

  • PhD or Post-doc
  • Experience in reinforcement learning
  • Experience in directing machine learning development projects
  • An interest in biology

Additional Information

  • Contract Type: Full-Time
  • Start Date: 01 February 2021
  • Location: Paris, France (75013)
  • Education Level: Master's Degree
  • Experience: > 1 year
  • Possible partial remote