F22 LABS - Senior Machine Learning Engineer - Computer Vision

F22 Labs; Hyderabad; On-site; INR 2,500,000 - 4,500,000; Full time

Job summary

F22 Labs in Hyderabad, India, is seeking a Senior Machine Learning Engineer to advance our computer vision initiatives, including object detection, image segmentation, and 3D reconstruction.

The ideal candidate will bring 7+ years of hands-on ML/CV experience, strong Python expertise with PyTorch/TensorFlow/OpenCV, and a proactive R&D mindset to improve production-grade pipelines and collaborate across teams.

Qualifications

• 7+ years of hands-on ML/CV experience.
• Proficiency in Python with PyTorch, TensorFlow, OpenCV, NumPy.
• Strong understanding of 3D vision techniques (e.g., SfM, MVS, SLAM).

Responsibilities

• Design and implement models for object detection, segmentation, and 3D reconstruction.
• Analyze and debug large-scale CV pipelines.
• Collaborate with cross-functional teams to deploy ML models to production.

Skills

7+ years CV/ML experience

Python

Proficient in PyTorch

Proficient in TensorFlow

OpenCV

NumPy

Strong debugging skills

Tools

PyTorch

TensorFlow

OpenCV

NumPy

Job description

Role Overview : Machine Learning Engineer

We are seeking a passionate and skilled Senior Machine Learning Engineer to join our ML team, focused on advancing our work in object detection, image segmentation, and 3D reconstruction.

The ideal candidate will bring strong technical capabilities, a proactive R&D mindset, and an eagerness to stay updated with the latest advancements in computer vision.

This role involves working on cutting-edge CV problems, understanding and improving complex codebases, and contributing meaningfully to our mission.

Experience in the construction domain or real-world deployment scenarios is a strong plus.

Key Responsibilities

• Design and implement models for object detection, semantic/instance segmentation, and 3D reconstruction
• Analyze and debug large-scale computer vision pipelines
• Collaborate with cross-functional teams to integrate ML models into production systems
• Conduct research and experiments to evaluate emerging methods and improve current workflows
• Understand and enhance existing codebases with clean, efficient, and maintainable code
• Communicate findings clearly and effectively across technical and non-technical teams

What Were Looking For

• 7+ years of hands-on experience in Machine Learning and Computer Vision
• Proficiency in Python and libraries such as PyTorch, TensorFlow, OpenCV, NumPy etc.
• Decent experience with object detection models and segmentation techniques.
• Strong understanding of 3D vision techniques (SfM, MVS, SLAM, COLMAP, etc.)
• Excellent debugging, problem-solving, and code comprehension skills
• Positive attitude, curiosity-driven approach, and strong willingness to learn and adapt

Preferred Qualifications

• Exposure to construction technology or domain-specific datasets (e.g., aerial/spherical/360 imagery)
• Experience with large-scale data processing and pipeline optimization
• Publications, GitHub contributions, or open-source involvement in computer vision projects
• Experience working in collaborative environments using version control (e.g., Git) and code review processes