Variational AI logo
Variational AI

For over six years, Variational AI has been advancing the state-of-the-art and delivering projects to customers including Merck, Rakovina, and ImmVue Therapeutics. To learn more about us, you can find some of our recent work at variationalai.substack.com .

Machine Learning Software Engineer

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteMid Level

Location

United States + 3 moreAll locations: United States, Canada, Macedonia, The Former Yugoslav Republic Of

Posted

4 days ago

Salary

Not specified

Seniority

Mid Level

PythonPyTorchTensor operationsPython extension modulesShell scriptingCode profilingLarge datasetsSQLSlurmCUDACloud platformsContainersUnit testingVersion control

Job Description

Role Description

Variational AI is searching for a machine-learning software engineer to join us in our quest to radically accelerate the development of new drugs through machine learning excellence. You will help improve our existing code base by:

  • Improving memory and compute efficiency
  • Developing new automation pipelines for preparing datasets and running experiments
  • Moving research into production

In this process, you will have the opportunity to build your skills by collaborating with our team of accomplished ML scientists and chemists.

Qualifications

  • Degree in CS, applied mathematics, statistics, physics, or related discipline
  • Mastery of Python and PyTorch, including a deep understanding of tensor object structure and its performance implications, and the ability to write new, efficient tensor operations
  • Experience in one or more of the following:
    • Python extension modules
    • Shell scripting
    • Code profiling
    • Large datasets, including storage formats and efficient loading
    • Dataframe libraries, SQL
    • Slurm or other HPC environments
    • CUDA programming
    • Cloud platforms
    • Containers
  • Two or more years of experience developing robust code on larger projects, including code review, refactoring, unit testing, version control, etc.
  • Intellectual curiosity and drive to excel

Requirements

  • Software engineering expertise is the primary requirement
  • Knowledge of deep learning fundamentals
  • Knowledge of chemistry and pharmacology is preferred but not required

Benefits

  • Competitive mix of cash and options
  • Equal opportunity employer, welcoming applications from women, BIPOC, and members of underrepresented communities and groups
  • Prioritization of expertise and passion over location

Company Description

For over six years, Variational AI has been advancing the state-of-the-art and delivering projects to customers including Merck, Rakovina, and ImmVue Therapeutics. To learn more about us, you can find some of our recent work at variationalai.substack.com .

Job Requirements

  • Degree in CS, applied mathematics, statistics, physics, or related discipline
  • Mastery of Python and PyTorch, including a deep understanding of tensor object structure and its performance implications, and the ability to write new, efficient tensor operations
  • Experience in one or more of the following:
  • Python extension modules
  • Shell scripting
  • Code profiling
  • Large datasets, including storage formats and efficient loading
  • Dataframe libraries, SQL
  • Slurm or other HPC environments
  • CUDA programming
  • Cloud platforms
  • Containers
  • Two or more years of experience developing robust code on larger projects, including code review, refactoring, unit testing, version control, etc.
  • Intellectual curiosity and drive to excel
  • Software engineering expertise is the primary requirement
  • Knowledge of deep learning fundamentals
  • Knowledge of chemistry and pharmacology is preferred but not required

Benefits

  • Competitive mix of cash and options
  • Equal opportunity employer, welcoming applications from women, BIPOC, and members of underrepresented communities and groups
  • Prioritization of expertise and passion over location

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