Deep Origin
Deep Origin
is a biotechnology company accelerating drug discovery through AI‑powered tools. Our platforms simplify R&D, simulate biology, and empower scientists to solve diseases and extend healthspan.
We are looking for a Senior ML Engineer with experience in creating predictive models, particularly in the biology space. You will help create ML‑based representations of specific biological systems, tune and optimize larger composite models, and work with the Cellular Simulations team to incorporate biological simulations and mechanistic insights into the ML‑based approaches.
Requirements
B.S. or M.S. in a relevant quantitative field (Computer Science, Math, Physics, etc.)
At least 5 years of experience in the development of machine learning models in an industry setting
Knowledge of optimization methodologies for machine learning models
Extensive coding experience, preferably Python; other language proficiency considered
Fluent English for collaboration with an international team.
Nice to have
Ph.D. in relevant field
Deep experience in biological modeling and simulation, especially in systems biology or molecular‑level context
Experience with ML tasks involving small datasets
Experience in optimization of "composite models" – connected models that share output/input
Responsibilities
Construct ML‑based representations of biological systems, focusing on signaling pathway dynamics in cells.
Help create a hybrid multiscale biological simulator, incorporating ML components for effective model calibration and simulation.
Plan and organize work to ensure specific deadlines and milestones are met, coordinating with others.
Communicate effectively within the company and external teams, updating progress and bottlenecks regularly.
Seniority level Mid‑Senior level
Employment type Full‑time
Job function Other
Industries IT Services and IT Consulting
Warsaw, Mazowieckie, Poland
#J-18808-Ljbffr
is a biotechnology company accelerating drug discovery through AI‑powered tools. Our platforms simplify R&D, simulate biology, and empower scientists to solve diseases and extend healthspan.
We are looking for a Senior ML Engineer with experience in creating predictive models, particularly in the biology space. You will help create ML‑based representations of specific biological systems, tune and optimize larger composite models, and work with the Cellular Simulations team to incorporate biological simulations and mechanistic insights into the ML‑based approaches.
Requirements
B.S. or M.S. in a relevant quantitative field (Computer Science, Math, Physics, etc.)
At least 5 years of experience in the development of machine learning models in an industry setting
Knowledge of optimization methodologies for machine learning models
Extensive coding experience, preferably Python; other language proficiency considered
Fluent English for collaboration with an international team.
Nice to have
Ph.D. in relevant field
Deep experience in biological modeling and simulation, especially in systems biology or molecular‑level context
Experience with ML tasks involving small datasets
Experience in optimization of "composite models" – connected models that share output/input
Responsibilities
Construct ML‑based representations of biological systems, focusing on signaling pathway dynamics in cells.
Help create a hybrid multiscale biological simulator, incorporating ML components for effective model calibration and simulation.
Plan and organize work to ensure specific deadlines and milestones are met, coordinating with others.
Communicate effectively within the company and external teams, updating progress and bottlenecks regularly.
Seniority level Mid‑Senior level
Employment type Full‑time
Job function Other
Industries IT Services and IT Consulting
Warsaw, Mazowieckie, Poland
#J-18808-Ljbffr