16 Aug
|
Bosch
|
Bengaluru
Company Description
Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 27,000+ associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.
Job Description
The Video Perception (VIPer) team develops perception systems for L2+ Advanced Driver Assistance Systems (ADAS). As an Applied Computer Vision Engineer, you will be involved in the full development lifecycle of the perception stack. You will work on real-world problems by analyzing large datasets, experimenting with Deep Learning models like Convolutional Neural Networks (CNNs) and Transformers, and contributing to production-ready software.
Responsibilities
- Develop, train, and validate deep learning models for perception tasks such as object detection,
semantic segmentation, and lane detection.
- Contribute to the design and implementation of experiments, performing rigorous analysis of model performance and identifying failure modes.
- Analyze large-scale, unstructured video data to derive insights and assist in curating high-quality datasets for model training.
- Collaborate with the team to build and maintain robust MLOps pipelines for data processing, training, and deployment.
- Implement and optimize algorithms in Python, ensuring they meet the performance requirements for real-time embedded systems.
- Document and present experimental results, architectural choices, and technical findings to the team and stakeholders.
Required Qualifications
- Education: Bachelor’s degree in Computer Science, Electrical Engineering, or a related field.
- Experience: 3-8 years of qualified experience in computer vision or machine learning application develop
📌 Applied Computer Vision Engineer (Bengaluru)
🏢 Bosch
📍 Bengaluru