Lead AI Engineer

vConstruct, a Pune based Construction Technology company seeks a Principal AI Engineer to join our fast-evolving team that is building next-generation AI-based tools and agent systems for the construction Industry. Our AI and Data Team is focused on designing intelligent AI agents, and copilots using modern AI/ML techniques.
You will work closely with cross-functional teams, including business stakeholders, data engineers, and technical leads, to ensure alignment between business needs and data architecture and define data models for specific focus areas.
Role Overview
We are seeking a Lead AI/ML Engineer to design, build, and deploy production-grade artificial intelligence solutions across construction workflows. This role requires strong hands-on expertise in machine learning, data science, and generative AI systems, combined with the ability to lead delivery and mentor engineering teams.
You will work at the intersection of engineering, data science, and business, translating complex construction challenges into scalable AI-driven solutions.
Key Responsibilities
AI Solution Development and Delivery
Design and implement scalable machine learning systems, including data pipelines, model training workflows, and real-time inference architectures.
Develop and deploy generative AI applications, including Retrieval-Augmented Generation (RAG) pipelines, enterprise copilots, and intelligent assistants.
Build and integrate AI solutions into production environments using APIs, microservices, and model-serving frameworks.
Ensure robustness, scalability, and performance of AI systems in production.
Applied Data Science and Machine Learning
Develop predictive models, optimization algorithms, and deep learning systems for construction use cases.
Apply statistical methods, feature engineering, and experimentation frameworks to evaluate and improve model performance.
Conduct A/B testing and model validation to measure impact and reliability.
Generative and Agentic AI Implementation
Implement LLM-based applications including prompt engineering, embeddings, and vector search systems.
Contribute to agent-based workflows and orchestration frameworks for semi-autonomous automation.
Integrate structured and unstructured enterprise data into AI systems.
Technical Leadership
Lead a team of ML engineers and data scientists to deliver high-quality AI solutions.
Establish and enforce engineering standards, code quality practices, and system design principles.
Guide debugging, optimization, and scaling of AI systems in distributed environments.
Collaboration and Execution
Collaborate with product managers, business stakeholders, and engineering teams to align AI solutions with business objectives.
Communicate technical concepts clearly to both technical and non-technical stakeholders.
Technical Skills and Expertise
Strong programming expertise in Python
Hands-on experience with deep learning frameworks such as PyTorch and TensorFlow
Experience with Large Language Models (LLMs), RAG, embeddings, and vector databases
Understanding of distributed systems and scalable AI architectures
Experience with MLOps practices including CI/CD, monitoring, and model versioning
Familiarity with AWS, Azure, or GCP
Qualifications
8–12 years of experience in AI/ML, data science, or software engineering
Strong foundation in ML, deep learning, and statistics
Experience delivering AI systems in production
Success Metrics
Deployment of scalable AI solutions with measurable business impact
Improvement in model performance and system reliability
Adoption of AI solutions across teams
Role in Construction AI Transformation
Enable AI-driven decision-making across planning and execution
Build AI copilots for engineering and project teams
Automate workflows and improve productivity
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 great things, great teams, great buildings, great relationships—DPR is a truly great company. For more information, please visit www.dpr.com

Work arrangement
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