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AI Research Engineer - Reinforcement Learning

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Helsing

2mo ago

  • Job
    Full-time
    Mid & Senior Level
  • Software Engineering
    IT & Cybersecurity
  • Berlin

AI generated summary

  • You should hold an MSc in machine learning, excel in communication, be passionate about research, and have strong coding skills in Python or other languages with AI deployment experience.
  • You will implement and enhance multi-agent reinforcement learning solutions while collaborating with diverse teams on various projects.

Requirements

  • Hold MSc in machine learning with a speciality in either reinforcement learning, multi-agent systems, automation and control, or robotics.
  • Have excellent communication skills and the ability to report and present research findings clearly and efficiently both internally and externally
  • Are passionate about keeping up to date with current research and enjoy reimplementing / extending papers on state of the art Deep Learning-based approaches
  • Possess solid software engineering skills, writing clean and well-structured code in Python and/or languages like Rust, Java, or modern C++, and experience deploying AI software to production including testing, QA, and monitoring

Responsibilities

  • You will contribute to our reinforcement learning stack by implementing, improving and extending the current state of the art in multi-agent reinforcement learning.
  • You will contribute to projects and will collaborate with people across several teams and backgrounds.

FAQs

What is the primary focus of the AI Research Engineer position at Helsing?

The primary focus is on reinforcement learning, where you will design, train, and deploy agents in complex multi-agent environments.

What educational background is preferred for this role?

A Master's degree in machine learning with a specialty in reinforcement learning, multi-agent systems, automation and control, or robotics is preferred.

Is a PhD required for this role?

No, a PhD is not required; however, it is a nice-to-have qualification along with relevant publications in top-tier journals and conferences.

What programming skills are necessary for this position?

Solid software engineering skills are required, with proficiency in writing clean and well-structured code in Python, Rust, Java, or modern C++.

Are there opportunities for collaboration in this role?

Yes, you will collaborate with people across several teams and backgrounds on various projects.

What is the company's stance on diversity and inclusion?

Helsing encourages individuals from under-represented groups to apply, even if they do not meet all listed qualifications, valuing ability and impact over strict criteria.

What kind of projects will I be working on at Helsing?

You will work on implementing, improving, and extending the current state of the art in multi-agent reinforcement learning.

Does Helsing offer relocation support?

Yes, Helsing provides relocation support for candidates who need it.

What type of culture does Helsing promote?

Helsing promotes an open and transparent culture that encourages healthy debates on the use of technology in defense, as well as fostering critical thinking and responsible autonomy among teams and individual engineers.

What benefits does Helsing offer to its employees?

Helsing offers competitive compensation and stock options, social and education allowances, regular company events, and an onboarding program to familiarize new hires with the company’s tools and ML pipelines.

Artificial Intelligence To Serve Our Democracies.

Engineering & Construction
Industry
201-500
Employees
2021
Founded Year

Mission & Purpose

Helsing is a new type of security and artificial intelligence company. We believe that software – and, in particular, artificial intelligence – will be the key capability to keep liberal democracies from harm. Our ambition is to achieve global technology leadership in real-time information processing, turning unstructured sensor data into information advantage for democratic governments. Our platform aims to provide the clearest picture possible in any operating environment. We’re looking for people with their heart in the right place, who share our conviction that liberal democratic values are worth protecting, for ourselves and for future generations.

Benefits

  • Social allowance

  • Enhanced parental benefits

  • ESOP for everyone

  • Professional development