About the Role
You’ll work alongside experienced engineers to improve our AI-enabled plan ingestion pipeline—from raw PDFs to clean, dependable outputs that power takeoff, design, and downstream automation. You’ll begin by contributing to well-scoped projects and supporting senior engineers, with the opportunity to take on greater ownership as you grow.
What You’ll Do
Support the development and improvement of machine learning systems for object detection, segmentation, document understanding, and information extraction from building plans
Train, evaluate, and debug computer vision models using real-world construction data
Help build and maintain datasets, labeling workflows, preprocessing pipelines, and evaluation tools
Contribute to experiments involving computer vision, document understanding, and related machine learning techniques
Assist with integrating models into production applications and APIs
Write clean, testable, and maintainable Python code
Investigate model failures and help identify opportunities to improve accuracy and reliability




Collaborate with senior engineers to understand technical requirements and turn them into working solutions
Document experiments, results, decisions, and lessons learned
Learn and apply engineering practices for testing, deployment, observability, and maintainability
Who We’re Looking For
1–2 years of professional, internship, research, or equivalent project experience in machine learning, computer vision, or a closely related area
A degree in computer science, engineering, mathematics, data science, or a related technical field, or equivalent practical experience
Robust Python fundamentals and experience using PyTorch or a similar deep learning framework
Familiarity with computer vision tasks such as object detection, image segmentation, classification, or OCR
Basic understanding of image processing concepts and tools such as OpenCV
Familiarity with Linux and Git
Experience working with data, training models, evaluating r

📌 Junior Lead ML Engineer (India)
🏢 Benchmark Construction Technology
📍 India