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Work at the forefront of automotive innovation with ZF,
one of the world’s leading automotive suppliers.

Senior Machine Learning (Simulation) Engineer


Hyderabad, TG, IN, 500032

Req ID [[25663]] [[Hyderabad]], India


At ZF Tech Center, India :


  • We curiously investigate everything and provide opportunity to solve problems analytically, creatively and collaboratively
  • We believe in learn by doing and provide a space for an entrepreneurial mindset that’s driven by hands-on experimentation
  • We embrace resilience by seeing every challenge as a learning opportunity and invitation to grow
  • We are driven by passion for product excellence for building great products with distinct customer value and apply continuous improvement and innovation


Your Responsibilities as Machine Learning (Simulation) Engineer :


  • Maintaining a strong relationship with other teams to integrate new algorithms and models as they become available
  • Developing and maintaining appropriate software interfaces and improving runtime performance of our simulation environment in support of Reinforcement Learning and other types of ML use cases
  • Integrating existing, and possibly also build new, data-driven models for the simulation of realistic agent behaviors and sensor outputs, as well as synthetic scenario generation
  • Improving performance and maintaining data ingestion pipelines for playback- based simulation workflows
  • Expectations also include hands-on experience with data logs from real-world experiments, identification of sim-to-real gaps that might impact our ML models, and implementation of appropriate fixes and mitigations




  • Strong proficiency in C++, Python, MATLAB (compulsory) and best practices in object-oriented design. Familiarity with PyTorch, OpenAI Gym, and RLlib toolkits
  • Expertise in statistical modeling, parameter optimization, and system identification techniques
  • Experience benchmarking and debugging complex software systems
  • Ability to work synergically and cross-functionally in large-scale software development projects
  • At ease with Git, Docker, and UNIX-based software development


Education & Experience :


  • MSc/MEng or PhD in computer science, mathematics, physics, electrical engineering, machine learning or related fields; or equivalent research experience


Be part of our ZF team as [[Senior Machine Learning (Simulation) Engineer]] and apply now!


[[Sriram Adluri]]

Our Commitment to Diversity

ZF is an Equal Opportunity and Affirmative Action Employer and is committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.

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