Unlocking the Future of Autonomous Driving

14 hours ago

Solapur, Maharashtra, India beBeeAutonomous Full time ₹ 30,00,000 - ₹ 38,00,000
Job Title: Advanced Driver Assistance Systems Developer

Bosch Global Software Technologies is a leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 28,200 associates, it's the largest software development center of Bosch outside Germany.

The Video Perception (ViPER) team is responsible for developing cutting-edge solutions for Advanced Driver Assistance Systems (ADAS). Our goal is to drive the future of autonomous driving systems by providing reliable, high-performance video perception systems.

  • Develop L3/L4 ADAS by understanding underlying data, deriving insights/patterns/failures.
  • Enable efficient searching of data using unstructured unsupervised data.
  • Derive experiments to develop perception models using this data, introducing cycles of experiments, analysis & validation

This role requires strong technical background, preferably in Computer Science or Electrical Sciences with 4 years of industry experience in designing and implementing perception algorithms.

Skillful software engineer with experience in C++ and strong problem-solving skills. Passionate about solving real-world robotics problems ideally worked on autonomous driving systems before.

A team player: takes ownership and works with the team to deliver exceptional results. Ability to build and iterate quickly (AGILE mindset).

Good hands-on skills: digs deep into important details such as sensor driver if it improves the overall system. Experience working with production machine learning pipelines from dataset collection and labeling to training and validation

Great communicator: able to explain technical solutions clearly to non-technical/different audience.

Requirements
  • Strong knowledge in DL (3yrs min): few-shot learning, transfer learning, unsupervised and semi-supervised methods, active learning and semi-automated data annotation, large scale image and video detection and recognition
  • Hands-on experience in Full stack Vision/Image related projects in production (3yrs min)
Skills
  • Data: Spark, Hadoop (user level), visualization, data preparation, data handling, understanding Data Model: Tensorflow 2+ & PyTorch Deployment: Docker, Flask, Kubernetes Cloud deployment: Azure/AWS Other skiils: Git, Linux, Cuda, OpenMP, Distributed systems
Qualifications
  • B.Tech

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