Lead Engineer Job in Valeo India Private Limited

Responsibilities Consulting with managers to determine and refine machine learning objectives Research, develop, benchmark, and document state of the art deep learning solutions for autonomous driving & parking perception applications. Perform research into new technology, ideas, and approaches in the deep learning domain. Support Intellectual Property activities and generate Invention Disclosure Memos to facilitate patent applications. Contribute to design reviews across algorithm teams. Come up with ideas for next generation algorithms and new business opportunities Develop algorithms with a view to implementing Hardware Accelerators Represent Valeo, DVS at various Industry Working Groups and at Conferences where directed Support the design and implementation of in-company training sessions in your area of expertise Develop and maintain relationships with university counterparts Transforming data science prototypes and applying appropriate ML algorithms and tools Identify and suggest / implement improvements within the current processes used in algorithm development Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks Developing ML algorithms to analyze huge volumes of historical data to make predictions Running tests, performing statistical analysis, and interpreting test results