vConstruct, a part of DPR Construction, is transforming the construction industry through digital engineering, Artificial Intelligence, Computer Vision, BIM, Data Engineering, and advanced analytics. We build AI-powered solutions that improve productivity, safety, quality, planning, and decision-making across the construction lifecycle. AI Observability (ML Ops Engineer) We are looking for a AI Observability Engineerto join our team and contribute to developing robust data solutionsto support our Machine Learning,Data Science, Data Engineering and Software Engineering.

Position Overview

TheAI Observability Engineerwill be instrumental in implementation of scalable, cloud-nativesolutions to meet the growing needs of ourData & Developmentteam.Thesuccessful candidatewill demonstrate the abilitytoabstract complexity andcreatereusable, scalable patternsthat accelerate development.The AI Observability Engineerwill build and maintain a robust framework to ensure the reliability and maintainability of DPR Construction's complex AI systems.

Responsibilities

- Standardize observability practicesacross AI/ML and other development teamsincluding logging, metrics, tracing, and model performance monitoring, ingesting data from multiple platforms
- Lead hands-on implementation of automation-first DevOps and MLOps practices, enabling infrastructure-as-code and consistent, repeatable environment provisioning
- Design and manage intelligent DataOps pipelines with automated data quality monitoring and anomaly detection
- Deploy, maintain and monitor containerized MLworkloads




- Extend existing CI/CD pipelines to support automated infrastructure changes and ML workflows
- Implement AI-driven data validation, schema and concept drift detection and metadata management.
- Establish governance frameworks for AI systems, including bias detection, explainability, and auditability
- Extend existing Azure RBAC strategy by automating role and permission management to reduce manual intervention
- Develop automated test suites for model performance, regression, edge cases and bias validation
- Monitor model KPIs (accuracy, precision, recall, latency, calibration)
- Ensure reproducability of experiments and production models
- Act as a technical point of contact forDevOps andMLOps practices,developing reusable patterns, documentation, and proof-of-concepts to drive adoption

Qualifications

- Bachelors degree in computer science,Data Science,Information Systems, or a related field
- 8-10 years of experience inDevOps, MLOps,Data Engineering,Software Engineeringor Site Reliability Engineering
- Strong understanding of cloudinfrastructure and experience working with at least one major cloudprovider, preferably Azure
- Proficiencyinat least one objected-oriented programming language,



preferably pythonwith hands-on experience inml frameworks like TensorFlow, PyTorch or Scikit-learn

Why Join vConstruct? At vConstruct, you'll work on AI solutions that solve real-world construction challenges at global scale. You'll collaborate with experts in AI, BIM, digital construction, and engineering to build cutting-edge Computer Vision systems that shape the future of construction technology. This role offers the opportunity to work with modern vision foundation models, multimodal AI, and production-grade machine learning while creating measurable impact across one of the world's largest industries.

About vConstruct :vConstruct specializes in providing high quality Building Information Modeling and Construction Technology services geared towards construction projects. vConstruct is a wholly owned subsidiary of DPR Construction.
VConstruct has 100+ team members working on Software Development, Data Analytics, Data Engineering and AI/ML. We have matured Data Science practice and growing at accelerated pace. For more information, please visit www.vconstruct.com

About DPR Construction:DPR Construction is a national commercial general contractor and construction manager specializing in technically challenging and sustainable projects for the advanced technology, biopharmaceutical, corporate office, and higher education and healthcare markets. With the purpose of building excellent things, great teams, great buildings, great relationshipsDPR is a truly great company. For more information, please visit www.dpr.com

📌 Sr. ML Ops Engineer - DSA (Nagpur)
🏢 vConstruct
📍 Nagpur