Senior Software Engineer, ML Frameworks

Overview

InstaDeep, founded in 2014, is a pioneering AI company at the forefront of innovation. With strategic offices in major cities worldwide, including London, Paris, Berlin, Tunis, Lagos, Cape Town, Boston, and San Francisco, InstaDeep collaborates with giants like Google DeepMind and prestigious educational institutions like MIT, Stanford, Oxford, UCL, and Imperial College London. We are a Google… Cloud Partner and a select NVIDIA Elite Service Delivery Partner. We have been listed among notable players in AI, fast-growing companies, and Europe’s 1000 fastest-growing companies in 2022 by Statista and the Financial Times. Our recent acquisition by BioNTech has further solidified our commitment to leading the industry.

Join us to be a part of the AI revolution!

Our research team publishes advanced research on reinforcement learning in top AI conferences such as NeurIPS and collaborates with world-leading researchers and companies.

From Q2 2022, InstaDeep is expanding in the United States. With this aim, InstaDeep is looking for a ML Software/DevOps Engineer to support the development of its US activities. J

In this role at InstaDeep, you will report to the Research Lead. You will design and create the algorithms capable of learning and making predictions that define machine learning.

KEY RESPONSIBILITIES
• Design, implement and deliver performant and scalable machine learning libraries.
• Perform computationally intensive tasks with large and complex data using distributed computing systems (CPUs, GPUs, TPUs, Cloud, etc.).
• Write and maintain high-quality, maintainable and modular code with concise documentation and continuous integration together with research scientists and engineers.
• Contribute to the design and implementation of models, tools and libraries to accelerate our research effort.
• Bridge the gap between the research and product teams by integrating new fundamental research into applied projects.

SKILLS AND EXPERIENCE
• M.S./Ph.D. degree in Computer Science, Machine Learning or related field.
• Experience using Deep Learning frameworks like PyTorch, Tensorflow and/or Jax.
• Experience in developing and debugging in Python3 and in at least one other compiled language (e.g. C++). Strong Software engineering experience (Object-Oriented Programming, Unit Testing, Profiling, CI, Docker) via previous work or contributions to open-source projects.
• Experience with high-performance computing methods and frameworks such as MPI, and Ray (distribution on clusters of CPUs and accelerators) Experience with DevOps and cloud technologies GCP, Docker, and Kubernetes.

NICE-TO-HAVES
• 2-5 years’ experience in Reinforcement Learning, Computer Vision, or Natural Language Processing experience.
• Structural biology or molecular dynamics experience.
• Published scientific papers in domains in relation to Artificial Intelligence and/or BioInformatics

Our commitment to our people

We empower individuals to celebrate their uniqueness here at InstaDeep. Our team comes from all walks of life, and we’re proud to continue encouraging and supporting applicants from underrepresented groups across the globe. Our commitment to creating an authentic environment comes from our ability to learn and grow from our diversity, and how better to experience this than by joining our team? We operate on a hybrid work model with guidance to work at the office at least 2 to 3 days per week to encourage close collaboration and innovation. We are continuing to review the situation with the well-being of InstaDeepers at the forefront of our minds.

Right to work: Please note that you will require the legal right to work in the location you are applying for

Company:

InstaDeep

Qualifications:

Language requirements:

Specific requirements:

Educational level:

Level of experience (years):

Senior (5+ years of experience)

Tagged as: Academia, Clustering, France, Machine Learning, Natural Language Processing, NLP