Machine Learning Engineer

Job Title: Machine Learning Engineer - Computer Vision & Multi-Sensor Domain

Location: Bengaluru, India

Experience: 2-4 years (relevant, hands-on)

About iMerit

iMerit is a leading data solutions company empowering the AI/ML ecosystem with high-quality, diverse data solutions. We partner with global technology innovators to unlock the value hidden within unstructured data. With over 5,500 iMeriters worldwide, we've built a reputation for accuracy, efficiency, and positive social impact.

About the Role

We are seeking a highly motivated Machine Learning Engineer Computer Vision & Multi-Sensor Domain to design, develop, and deploy advanced AI/ML solutions involving camera, LiDAR, radar, and other sensor modalities. The ideal candidate will have strong experience in computer vision, deep learning, sensor fusion, and production-scale ML pipelines.

This role involves working closely with data engineering, annotation, MLOps, and product teams to build robust solutions for data annotation and other allied requirements.

Responsibilities

• Design, train, and deploy CV models (2D and 3D) for tasks such as object detection, segmentation, tracking etc intended for Human-in-Loop Machine learning
• Contribute to system design and prototyping of solutions using state-of-the-art
• Build automated testing frameworks for model validation
• Deploy solutions on cloud platforms and support in engineering robust data pipelines

Required Skills

• Hands on knowledge on deep learning model training and optimization such as CNNs, Transformers, Vision, Transformers, Multi-sensor fusion techniques towards computer vision applications such as detection, segmentation, tracking etc
• Good understanding of distributed system design concepts
• Proficiency in Python, C/C++, PyTorch and/or TensorFlow
• Good knowledge about Camera geometry, Calibration, Coordinate transformations, Projection mathematics, Point cloud processing
• Experience with Git, Docker, Linux, CI/CD workflows
• Familiarity with cloud platforms such as AWS, Azure, GCP

Why Join Us ?

• iMerit was founded in 2012 and has been a leader in AI data solutions for over a decade, helping teams build and deploy machine learning and computer vision applications at scale.
• The companys global headquarters is in San Jose, California, and it operates across multiple regions including the US, India, Europe, and Bhutan.
• In addition to data services, iMerit is expanding its footprint in AI product innovation through its Ango Hub platform developed with the acquisition of Ango.ai reinforcing its position as a product-led AI technology company. (https://ango.ai/labs)
• https://imerit.net/domains/autonomous-vehicles/3d-sensor-fusion-point-cloud-lidar-annotation/

I highly recommend exploring our official website to gain deeper insights into our organization, its operations, and the type of work we do.