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Robert Bosch Venture Capital

Venture capital funding deep tech startups

Development Engineer - Machine Learning

Applied Machine LearningPosted on Nov 6
Full-timeCacia, PortugalNo salary listedHybrid

About the Job

Requirements

  • A university degree in Mechanical Engineering, Electrical Engineering, Mathematics, Computer Science, or a comparable technical field is required.
  • A good understanding of machine learning models and data-driven engineering methods, with the ability to apply them to engineering problems, is required.
  • Good programming skills in Python and/or MATLAB for data analysis, modeling, simulation, or machine learning applications are required.
  • Understanding of dynamic systems, numerical modeling, and simulation, with the ability to analyze complex engineering problems using model-based and data-driven approaches, is required.
  • Experience working with experimental and/or field data, including data processing, analysis, and interpretation, is required.
  • Understanding of testing methodologies and data acquisition, with the ability to prepare test plans and support experimental activities, is required.
  • Good knowledge of Microsoft Office tools, particularly Excel, Word, PowerPoint, and OneNote, is required.
  • Experience with MATLAB and/or Simulink in engineering or laboratory environments is required.
  • Excellent written and spoken English is required.
  • The candidate must be able to organize work independently, take ownership of assigned activities, and propose solutions.

Responsibilities

  • Develop, evaluate, and improve machine learning models using experimental and field data from heat pump systems.
  • Analyze data, model and simulate dynamic systems, and develop numerical approaches to address complex engineering problems.
  • Support development and optimization of refrigeration cycles and heat pump systems using data-driven and model-based approaches.
  • Apply data-based methods to improve model-based concepts and support analysis and optimization of constrained linear and nonlinear systems.
  • Define and prepare experimental data acquisition systems, conduct tests, and analyze the resulting data to support model development and engineering decisions.
  • Define and prepare structured test plans to generate high-quality experimental data for predictive model development and improvement.
  • Use available field data to analyze heat pump performance and support optimization of control parameters.
  • Investigate the benefits, limitations, and risks of machine learning models, including their potential to reduce testing effort and support heat pump development.

About the Company

Robert Bosch Venture Capital

Venture capital funding deep tech startups

RBVC (Robert Bosch Venture Capital) is a global venture capital firm that backs early-stage deep tech startups in areas like energy efficiency, medical devices, and virtual/augmented reality. It supports companies with funding and access to Bosch’s network and resources to help them scale and bring innovations to market. Unlike traditional VCs, RBVC may purchase solutions for a proof-of-concept while allowing startups to keep their intellectual property, which speeds up development and lowers upfront costs. The firm earns money through equity investments and the eventual success of its portfolio. RBVC’s goal is to accelerate technological advances across multiple industries by connecting startups with Bosch’s ecosystem, customers (from medical centers to data centers), and global reach.

Company size
201-500
Company stage
Not listed
Total funding
$3.8B
Headquarters
Frankfurt, Germany
Founded
2007

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