Research Engineer

Hybrid
Mid-level
🇷🇼 Rwanda
Data science & Analytics

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, 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 passionate about leveraging machine learning and remote sensing to drive positive social impact? Are you eager to join a team dedicated to tackling global challenges like food security and climate change with cutting-edge technologies?

If so, then keep reading!

As a Research Engineer on our AI4SG team, you will be at the forefront of integrating deep learning with remote sensing to address critical issues. Collaborating with experts, you will develop transformative solutions for food security, climate resilience, and disaster management, harnessing the power of the latest geospatial technologies and open-source earth observation imagery.

The Research Engineer must accomplish the following:

  • Collaborate with the Research Team and other in-house experts to develop machine-learning methods for geospatial applications.
  • Implement and test novel research ideas.
  • Leverage classical and/or deep learning geospatial tools and large-scale remote-sensing datasets for downstream geospatial applications such as crop mapping/yield prediction, land cover/use mapping, land change prediction, disaster assessments, etc.
  • Contribute to designing and implementing models, tools, and libraries to accelerate our AI4SG research effort.
  • Adapt neural network algorithms to be deployed 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.

Who you are:

  • M.S./PhD in Computer Science, Machine Learning, or a related scientific field.

  • Experience using Deep Learning frameworks like PyTorch, Tensorflow, and/or Jax.

  • 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.

  • Excellent communication skills and collaborative spirit.

  • Desirables

  • Individuals in this role are expected to be accomplished in machine learning and software engineering.

  • Contribution to open-source software development is a plus

  • Experience with Xarray and large-scale raw satellite imagery would be a plus.

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.

 

InstaDeep

InstaDeep

InstaDeep is a pioneering AI company at the forefront of innovation, collaborating with global giants and prestigious educational institutions to lead the AI revolution

Artificial Intelligence
Consulting
Technology

LinkedIn

🏭software development
🎂2014

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