Senior Research Engineer, Machine Learning for Biology

14 Feb 2024
Job Information

Organisation/Company

InstaDeep

Research Field

Computer science

Researcher Profile

Recognised Researcher (R2)

Country

France

Application Deadline

14 Mar 2024 - 00:00 (UTC)

Type of Contract

To be defined

Job Status

Full-time

Hours Per Week

To be defined

Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

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!

Are you a Research Engineer in Science?

In this role at InstaDeep, you will report to the Research Lead. You will assist in developing or designing new products and technology to improve existing technical processes, machines and systems and create new, innovative technologies.

If so then keep reading....

As a Research Engineer in Science, you'll be a part of the research department, The Research Engineer in Science must accomplish the following: Collaborate with other researchers and experts to develop machine-learning methods for problems in computational biology. Assist research scientists in implementing and testing novel research ideas Contribute to the design and implementation of models, tools and libraries to accelerate our research effort. Adapt neural network algorithms to deploy on supercomputing architectures to best exploit modern parallel environments Report and present experimental results and research findings clearly and effectively, both internally and externally, verbally and in writing. Contribute to the team's publication efforts. Bridge the gap between the research and product teams by integrating new fundamental research into applied projects.

Requirements:

• 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 or similar languages.
• Ability to understand, replicate and adapt to industrial standards research works 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) Excellent communication skills and collaborative spirit.

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.

Requirements
Additional Information
Work Location(s)

Number of offers available

1

Company/Institute

InstaDeep

Country

France

Geofield

Where to apply

Website

https://illbeback.ai/job/senior-research-engineer-machine-learning-for-biology/…

STATUS: EXPIRED