Senior Computer Vision AI and ML Engineer

ABB Ltd

6 - 8 years

13 - 17 Lacs

bengaluru

Posted:2 days ago| Platform:

Apply

Skills Required

deep learning frameworks algorithms python c++ natural language processing reliability neural networks robotics object detection machine learning research artificial intelligence deep learning tensorflow computer vision pytorch keras sensor ml

Work Mode

Work from Office

Job Type

Full Time

Job Description

Design, train, and optimize deep learning models for core perception tasks object detection, semantic and instance segmentation, and 3D scene understanding using multi-modal sensor data (e.g., RGB-D).

Devise labeling strategies, and tooling for automated annotation and QA. Contribute to dataset curation, balancing, and advanced augmentation techniques to simulate real-world illumination, occlusion, and high-mix variation scenarios.
Develop continuous monitoring frameworks to assess model performance and reliability in real-world and simulated environments. Implement uncertainty estimation and failure detection methods to support fallback and recovery strategies in dynamic, unstructured conditions.
Conduct proof-of-concept experiments to evaluate new algorithms, tools, and methodologies in computer vision, simulation, and perception. Translate research insights into practical prototypes that can inform roadmap and architecture decisions.

Qualifications for the role

MS or PhD in Computer Vision, Robotics, Machine Learning, or a related technical field or equivalent hands-on experience building and deploying perception systems in real-world robotics applications.
6 to 8+years of hands-on experience building deep learning models for perception tasks such as object detection, segmentation, and 3D understanding.
Strong proficiency with Python, C++, and deep learning frameworks like PyTorch or TensorFlow; experience with ROS2 is a plus.
Deep understanding of multi-modal sensor data (e.g., RGB-D, LiDAR) and experience working with synthetic data, real-world datasets, and augmentation strategies for robustness.
Experience optimizing models for real-time inference, including latency reduction, throughput scaling, and deployment in closed-loop robotic systems. Skilled in evaluation methodologies, diagnostics, and performance monitoring across both simulation and real-world environments.
Solid understanding of robustness and reliability techniques, including uncertainty estimation, perception failure detection, and recovery strategies for dynamic, unstructured environments.
Strong problem-solving skills, ability to work independently, and experience collaborating in cross-functional robotics teams.

More Jobs at ABB Ltd

Accounting & Reporting Analyst-Payable

Bengaluru

1.0 - 4.0 yrs

INR 3 - 7 Lacs

Accounting & Reporting Analyst General Accounting

Bengaluru

2.0 - 5.0 yrs

INR 5 - 8 Lacs

R&D Testing & Lab Specialist

Kolkata, Mumbai, New Delhi, Hyderabad, Pune, Chennai, Bengaluru

2.0 - 4.0 yrs

INR 4 - 8 Lacs

Associate Project Engineer Batch Automation

Bengaluru

1.0 - 3.0 yrs

INR 4 - 7 Lacs

Associate Project Engineer-Process Power Manager

Bengaluru

3.0 - 6.0 yrs

INR 5 - 9 Lacs

Mock Interview

Practice Video Interview with JobPe AI

Start Python Interview

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.