Senior Research Engineer, Deep Learning for Cancer Genomics

InstaDeep; Greater London; Hybrid; GBP 70,000 - 90,000; Full time

Job summary

An innovative AI company in the UK is seeking a Senior Research Engineer to lead the development of algorithms in cancer genomics. Candidates should have a Master's or PhD, along with 3+ years in machine learning and experience managing teams. Proficiency in Python and frameworks like Pytorch is required. The role involves collaboration with multi-functional teams and business development. The company fosters a hybrid work model to promote teamwork and innovation.

Benefits

Hybrid work model

Commitment to diversity and support for underrepresented groups

Opportunities for continuous learning and development

Qualifications

• At least 3 years of experience in machine learning and deep learning.
• Experience in mentoring and managing teams.
• Proficiency in software engineering, including Python and machine learning frameworks.

Responsibilities

• Lead the development of algorithms for cancer genomics.
• Manage engineering teams and set technical direction.
• Collaborate with business development on client proposals.

Skills

Machine Learning

Deep Learning

Data Analysis

Statistics

Collaboration

Education

Master or PhD in applied mathematics, computer science, bioinformatics or related fields

Tools

Python

Pytorch

JAX

Docker

Linux

Job 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, Kigali, Cape Town, New York, 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!

As a Senior Research Engineer you’ll be a part of the BioAI department, in collaboration with research engineers and computational geneticists from the BioAI team. You will be leading and contributing to the development of new approaches in; cancer genomics research with deep learning; and possible downstream related domains, by applying your technical, analytical, research, and management skills. You will understand the underlying bioinformatics tools and follow the latest developments in machine learning at scale to identify the right technologies and set the directions to solve the problems, improve the existing solutions and take part in the deployment of their solution. You will lead and collaborate with a multi-functional team, experiment with different approaches, analyse and communicate the results, in order to deliver proof of concepts, and ensure continuous improvement and maintenance for validated solutions. You will also be responsible for writing high-quality, maintainable, well-documented, and modular software libraries.

Keywords: Machine Learning, Deep Learning, Language Models, Graph Neural Networks, Computational Genomics, Statistics, Data Analysis, High-Performance Computing

The Senior Research Engineer, Deep Learning for Cancer Genomics, must accomplish the following:

• Create momentum around new initiatives and set the technical direction for solving hard technical problems.
• Help set technical directions within research and development projects, provide mentorship to colleagues, and take on larger and more complex research and engineering problems.
• Manage other engineers or become a go-to expert in one or more technical areas.
• Design, implement and deliver performant and scalable algorithms based on state-of-the-art machine learning and neural network methodologies using distributed computing systems (CPUs, GPUs, TPUs, Cloud, etc.).
• Conduct rigorous data analysis and statistical modelling to explain and improve models.
• Report results clearly and efficiently, both internally and externally, verbally and in writing.
• Follow and communicate the latest developments in machine learning and cancer genomics.
• Actively collaborate with the business development team in the pre-sales activities, including but not limited to presenting the company to new prospective clients, writing decks and proposals, participating in calls and meetings, and representing InstaDeep in conferences/events.

Requirements:

• At least 3 years of experience in machine learning, and deep learning (natural language processing and computer vision) in industry.
• Experience with management, mentoring, and coaching small to medium teams and/or leading projects.
• Master, PhD degree or equivalent experience in applied mathematics, computer science, bioinformatics or related scientific fields.
• Proficiency in software engineering (Python, Pytorch, JAX, Docker, Linux).
• A willingness to learn and develop skills in computational genomics including building an understanding of biological concepts related to cancer.
• Excellent communication skills in English.
• Appropriate work permit for the UK (or Europe).

Nice to haves:

• Knowledge in areas around immunology, proteomics, and computer vision.
• Knowledge in molecular biology, biochemistry, structural biology, or a related discipline.
• Experience with high-performance computing or MLOps.

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 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 without visa sponsorship in the location you are applying for. We do not sponsor work visas.