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