Computer Vision Algorithm Development For Adas - Technical Architect

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 22,700 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.

We are in the exciting and cutting-edge space of autonomous driving. We are looking forpassionate and experienced engineerswho would join us in this journey and design algorithms fit for Level 3 – Level 5 autonomous systems.A typical day in office would involve:

• Looking at the nature of the data
• Current AI/DL algorithm performance
• Derive insights or patterns in failures
• Define a hypothesis for the solution making.
• Define Experiments for hypothesis testing
• Define/Review the techniques/methods in deep learning for experiments
• Analyze the results of experiments
• Define the next set of data or experiments forward
• Define the targets for the current sprint
• Review, Agree on the experiments
• Ensure delivery with the right process for quality

Here’s what to expect:

• Develop Deep learning-based models for Autonomous driving (Image/Video based perception development)
• Do Intense application research for finding suitable network (Models) that tackles typical problem of Object recognition at scale (inferring very large volume of data, optimized memory footprint for edge devices)
• Demonstrate the ability to use available solutions/ approach to narrow down to the most probable subset
• Demonstrate the intuitive ability to assess available potential approaches to narrow down highest probable approach for solving the problem at hand and hence reduce overall experimentation time
• Ability to critically compare models using the right parameters to identify the best suitable model that solves the use caseskills needed
• Strong technical background

with Bachelors/Master of Engineering in Computer Science or related areas greater than 5years of industry experience in Computer Vision (AI/Deep Learning based algorithms).In depth understanding of Computer Vision models including Object detection, SOTA feature extractors & SOTA Supervised & Unsupervised training mechanisms

• A team player

. You take ownership and work with the team to deliver exceptional results. You are interested in the performance of the entire system across engineering disciplines.

• Ability to build and iterate quickly (AGILE mindset

). You enjoy working fast and smart, and you are comfortable in the earlier stages of developing an algorithm from scratch.

• Hands on:

You dig deep into important details such as the sensor driver if it improves the overall system. You like working with production machine learning pipelines, from dataset collection and labeling to training and validation.

• Great communicator:

You have experience writing clear, concise, and detailed documentation.Should be able to explain technical solutions clearly to non-technical/different audience

• Problem solver:

B.E/B.Tech

• 6 years to 10 years