Research Engineer in RL

2 days ago


London, United Kingdom RI Research Instruments GmbH Full time

As a RE in RL you’ll be both part of the Engineering team in Berlin and part of a project-focused cross-office team that has to deliver innovative AI technologies to a client. Your wisdom will be called upon for understanding business issues, identifying and developing the right AI and, specifically, RL technologies to solve them and bringing their answers to market. REs are involved at every step of the project life cycle, including providing technical expertise and establishing projects before sales, driving R&D for POCs, developing MVPs, and ensuring continuous improvement and maintenance for industrialized solutions.

The RL Engineer must accomplish the following:

  • Develop novel algorithms and research ideas in fields such as RL and operational research with ML.
  • Design and implement algorithms to best leverage modern hardware and distributed computing systems (CPUs, GPUs, TPUs, Cloud, etc.).
  • Collaborate with the Research team to turn concept work into actionable content.
  • Report and present experimental results and research findings clearly and efficiently, both internally and externally, orally and in writing in English.
  • Upon request, collaborate with the business development team in their pre-sales activities, including but not limited to presenting the company to new prospective clients, and representing InstaDeep in conferences/events.

Who you are:

  • You have created, trained, validated, benchmarked, and monitored ML and RL algorithms.
  • You have learned how to use an extensive data frameworks and RL frameworks to create the pipelines needed to feed models with the appropriate data.
  • You have a solid understanding of software development, data engineering, ML, and RL principles.
  • You can clearly explain complex outcomes to a wide range of audiences.
  • You know how to work in a team.
  • You deeply understand data science and statistical methods, tools, and algorithms, such as RLLib, CleanRL, SB3, Scikit-Learn, TensorFlow, PyTorch, Jax, XGBoost, Pandas, MLFlow, or similar MLOps frameworks.

Requirements:

  • S./Ph.D. degree in Computer Science, Operational Research, Reinforcement learning or related field.
  • Experience in developing and debugging in Python. C/C++ or similar languages are a plus.
  • Experience using deep learning frameworks such as Jax, PyTorch, Tensorflow and/or Keras.
  • Proficiency with Git workflow or similar development with best coding practices.
  • Research and software engineer experience demonstrated via contributions to open source, work experience or coding competitions.
  • Excellent communication skills and collaboration with researchers and developers.
  • Excellent English skills. German fluency is a plus.
  • Professional experience in AI or similar fields is a plus.
  • Some background in Electrical Engineering is a plus.
  • By applying you confirm you can demonstrate that you have the right to work in Germany.
#J-18808-Ljbffr

  • London, United Kingdom RI Research Instruments GmbH Full time

    As a RE in RL you’ll be both part of the Engineering team in Berlin and part of a project-focused cross-office team that has to deliver innovative AI technologies to a client. Your wisdom will be called upon for understanding business issues, identifying and developing the right AI and, specifically, RL technologies to solve them and bringing their...

  • Research Engineer

    4 days ago


    London, United Kingdom RI Research Instruments GmbH Full time

    As a RE in RL you’ll be both part of the Engineering team in Berlin and part of a project-focused cross-office team that has to deliver innovative AI technologies to a client. Your wisdom will be called upon for understanding business issues, identifying and developing the right AI and, specifically, RL technologies to solve them and bringing their answers...

  • AI Research Scientist

    3 weeks ago


    London, Greater London, United Kingdom RI Research Instruments GmbH Full time

    Unlock the Potential of AI in BerlinAs a Research Engineer, AI at RI Research Instruments GmbH, you'll be part of a dynamic team that delivers innovative AI technologies to clients. This role requires a deep understanding of business issues and the ability to identify and develop AI solutions.You will be responsible for developing novel algorithms and...


  • London, Greater London, United Kingdom Atmanlabs Full time

    Overview of the RoleWe are looking for a talented founding engineer to join our team at Atman Labs in London. The successful candidate will have a strong background in reinforcement learning, including a PhD or equivalent industrial expertise, and extensive experience in designing, testing, and deploying end-to-end reinforcement learning solutions. A deep...


  • London, United Kingdom Transform Talent Limited Full time

    【Job Responsibilities】 Under the guidance of fund managers, participate in the research of equities High-frequency trading strategies; Implement Reinforcement learning and deep learning methods, and make distributed deployment and improvement for the algorithm; Optimize and improve the performance of the existing ML/RL framework; Collaborate with the...


  • London, Greater London, United Kingdom AI Safety Institute Full time

    The Post-Training Team at AI Safety Institute focuses on optimising AI systems to achieve state-of-the-art performance across various risk domains. This is accomplished through scaffolding, prompting, supervised and RL fine-tuning of AI models, which include access to tools for interacting with the underlying operating system.Job OverviewWe are seeking...


  • London, United Kingdom Tencent Full time

    Work Mode: Onsite Responsibilities: Interactive Entertainment Group (IEG) is responsible for the R&D, operation, and development of the company's interactive entertainment business including games and eSports. Through online gaming, live broadcasts, and offline eSports, IEG assists the company in leading the global interactive entertainment...

  • Research Engineer

    4 days ago


    London, United Kingdom AI Safety Institute Full time

    The Post-Training Team is dedicated to optimising AI systems to achieve state-of-the-art performance across the various risk domains that AISI focuses on. This is accomplished through a combination of scaffolding, prompting, supervised and RL fine-tuning of the AI models which AISI has access to. One of the main focuses of our evaluation teams is...


  • London, United Kingdom AI Safety Institute Full time

    The Post-Training Team is dedicated to optimising AI systems to achieve state-of-the-art performance across the various risk domains that AISI focuses on. This is accomplished through a combination of scaffolding, prompting, supervised and RL fine-tuning of the AI models which AISI has access to. To improve confidence in our assessments, we make...

  • AI Safety Engineer

    3 weeks ago


    London, Greater London, United Kingdom AI Safety Institute Full time

    The Post-Training Team at the AI Safety Institute is dedicated to optimizing AI systems for state-of-the-art performance in various risk domains. This involves a combination of scaffolding, prompting, supervised and RL fine-tuning of AI models.Key Responsibilities:Improve model performance using cutting-edge machine learning techniquesDevelop methodologies...


  • London, United Kingdom Qube Research & Technologies Limited Full time

    Qube Research & Technologies (QRT) is a global quantitative and systematic investment manager, operating in all liquid asset classes across the world. We are a technology and data driven group implementing a scientific approach to investing. Combining data, research, technology and trading expertise has shaped QRT’s collaborative mindset which enables us...

  • Research Scientist

    4 days ago


    London, United Kingdom Tbwa ChiatDay Inc Full time

    Research Scientist, Machine Learning, London Isomorphic Labs is a new Alphabet company that is reimagining drug discovery through a computational- and AI-first approach. You'll be working at the cutting edge of the new era of 'digital biology' to deliver a transformative social impact for the benefit of millions of people. As a Research Scientist in...


  • London, United Kingdom Qube Research & Technologies Limited Full time

    Qube Research & Technologies (QRT) is a global quantitative and systematic investment manager, operating in all liquid asset classes across the world. We are a technology and data driven group implementing a scientific approach to investing. Combining data, research, technology and trading expertise has shaped QRT’s collaborative mindset which enables us...


  • London, UK, United Kingdom G-Research Full time

    Do you want to tackle the biggest questions in finance with near infinite compute power at your fingertips?G-Research is a leading quantitative research and technology firm, with offices in London and Dallas. We are proud to employ some of the best people in their field and to nurture their talent in a dynamic, flexible and highly stimulating culture where...


  • London, United Kingdom Qube Research & Technologies Limited Full time

    Qube Research & Technologies (QRT) is a global quantitative and systematic investment manager, operating in all liquid asset classes across the world. We are a technology and data driven group implementing a scientific approach to investing. Combining data, research, technology and trading expertise has shaped QRT’s collaborative mindset which enables us...


  • London, UK, United Kingdom G-Research Full time

    Do you want to tackle the biggest questions in finance with near infinite compute power at your fingertips?G-Research is a leading quantitative research and technology firm, with offices in London and Dallas. We are proud to employ some of the best people in their field and to nurture their talent in a dynamic, flexible and highly stimulating culture where...


  • London, UK, United Kingdom G-Research Full time

    Do you want to tackle the biggest questions in finance with near infinite compute power at your fingertips?G-Research is a leading quantitative research and technology firm, with offices in London and Dallas. We are proud to employ some of the best people in their field and to nurture their talent in a dynamic, flexible and highly stimulating culture where...


  • London, Greater London, United Kingdom DALLAS VA RESEARCH CORPORATION Full time

    About the RoleWe are seeking a highly skilled Research Engineer to join our team at Dallas VA Research Corporation. As a Research Engineer, you will play a key role in designing and developing large-scale artificial intelligence (AI) systems from the ground up.Key ResponsibilitiesYou will work closely with our team to design, develop, and deploy large-scale...


  • London, Greater London, United Kingdom Qube Research & Technologies Limited Full time

    At Qube Research & Technologies Limited, we are a global quantitative and systematic investment manager, operating in all liquid asset classes across the world. We are a technology and data-driven group implementing a scientific approach to investing. Combining data, research, technology, and trading expertise has shaped our collaborative mindset, enabling...


  • London, Greater London, United Kingdom Qube Research & Technologies Limited Full time

    We are Qube Research & Technologies Limited, a leading global quantitative and systematic investment manager. Our success relies on combining data, research, technology, and trading expertise to solve complex challenges.To drive our cutting-edge approach, we seek a highly skilled Machine Learning (ML) Research Engineer to join our team of ML Researchers.Key...