Valeo | Sr Lead Engineer – Deep Learning | Chennai | Bharat | BigDataKB.com | 20 Oct 2022

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Job Location: Chennai

Sr Lead Engineer – Deep Learning – ( 22000AWU )

Responsibilties :

  • 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 analyse huge volumes of historical data to make predictions
  • Running tests, performing statistical analysis, and interpreting test results
  • Industry experience in applied research in the field of deep learning and computer vision

Required Skills / Experience

  • Exposure to state of the art technologies in Deep learning (e.g. GANs, LSTM, Bayesian Machine Learning)

  • Experience in Deep Learning in one of the following: object detection, segmentation, tracking, pose estimation, action recognition, differentiable rendering

  • Expert in Python programming and good understanding of deep learning frameworks and workflow

  • Experience in working with large data sets and developing infrastructure pipelines

  • Strong fundamentals in 3D geometry

  • Strong knowledge of camera parameters and colour models

  • High level of innovation and motivation

  • Extensive knowledge of ML frameworks, libraries, data structures, data modelling, and software architecture

  • In-depth knowledge of mathematics, statistics, and algorithms

  • Excellent analytical and problem-solving abilities

  • Good communication and collaboration skills

BE / B-Tech degree or ME / MS degree or PhD in Physics/Electronic Engineering/ Software Engineering

Primary Location

: IN-TN-Chennai 7

Job

: Research and Development

Organization

: 12L Vision Systems

Schedule

: Full-time

Shift

: Day Job

Employee Status

: Regular

Job Type

: Regular

Job Posting

: 18/10/2022, 7:30:36 AM




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