Senior Data Engineer

Ovii's Interpretation of the Role

As a Senior Data Engineer at Augrade, you’ll lead the quality‑control layer for annotated construction data, mentor a team of annotators, and partner with ML engineers to deliver production‑ready datasets for AI models.

Role Snapshot

• Own QC process for CAD/BIM/MEP data
• Mentor and manage data annotator team
• Validate and label 3D point‑cloud data
• Collaborate with CV/ML engineers
• Drive process and tooling improvements

Must-Have Requirements

• AutoCAD proficiency
• Point Cloud Annotation experience
• 3D data labeling experience
• MEP knowledge
• BIM and construction industry background
• 7-12 years data engineering / BIM/CAD operations
• Leadership or project management experience
• Data engineering
• BIM/CAD data operations
• Construction industry experience
• Location: Bangalore (Hybrid)

Nice-to-Have Signals

• Experience at AECOM, Bentley Systems, Jacobs, or WSP
• Familiarity with AI/ML data pipelines and human‑in‑the‑loop validation workflows
• Comfort working in a fast‑paced, early‑stage environment
• AEC‑focused company experience
• AI/ML data pipeline familiarity
• Fast‑paced startup environment

Work Setup

• Location: Bangalore, India
• Work mode: HYBRID
• Employment type: Full-Time

Not Specified in JD

• Salary range
• Visa sponsorship
• Remote eligibility
• Education requirement

What You'll Likely Work On

• Own end‑to‑end QC for construction data submissions (CAD, BIM, MEP)
• Review and validate outputs from junior annotators, enforcing quality standards
• Perform AutoCAD annotation and data labeling tasks as needed
• Partner with CV/ML engineers to bridge AI output gaps and ensure production‑ready data
• Lead, mentor, and grow a team of data annotators, driving continuous process improvements
• Coordinate with engineering leads on workflow and tooling decisions

Good Fit If You Have

• Prior experience at AEC‑focused firms such as AECOM, Bentley Systems, Jacobs, or WSP
• Familiarity with AI/ML data pipelines and human‑in‑the‑loop validation workflows
• Comfort thriving in a fast‑paced, early‑stage startup environment