Sr. AI Engineer

Spot Your Leaders; Pune District; On-site; INR 3,000,000 - 5,500,000; Full time

Job summary

Spot Your Leaders in Pune, India, seeks a senior AI/ML engineer to build applied AI for construction. You will rapidly prototype, validate with real users, and harden features into production-grade capabilities.

You will own GenAI and ML capabilities across planning, execution, cost, quality, and risk workflows to deliver systems impacting live construction projects, not just demos. You will design and deploy AI features for project planning, cost forecasting, risk mitigation, and safety

Qualifications

• Bachelor's or Master's in CS, Engineering, AI/ML, or equivalent experience.
• 58+ years building production software.
• 2+ years building AI/ML systems.
• 1+ year delivering GenAI or LLM-based features.
• Deep experience with: PyTorch, TensorFlow, Scikit-learn.
• Transformers, LangChain.
• Proven SaaS AI integration at scale.
• Cloud experience: AWS, Azure, or GCP.
• MLOps: CI/CD, monitoring, versioning, lifecycle management.
• RAG systems and vector databases (FAISS, Pinecone, etc.).
• Strong NLP and deep learning fundamentals.
• SQL and large-scale data handling.
• Clear technical communication across product, design, and business.

Responsibilities

• Run rapid AI experiments to validate high-impact construction use cases.
• Design and deploy AI/GenAI features for project planning and scheduling.
• Design and develop cost forecasting and variance detection models.
• Build risk prediction and mitigation analytics.
• Create quality and safety analytics.
• Develop document intelligence for drawings, BOQs, RFIs, contracts.
• Integrate LLMs (GPT, Claude, Llama) for construction copilots and automated reports.
• Build ML models for delay prediction, cost overruns, productivity, and safety risks.
• Partner with data engineering on pipelines, feature stores, and serving infra.
• Work with product and UX to convert business needs into AI-first features.
• Own model deployment, monitoring, drift detection, and optimization.
• Ensure enterprise-grade scalability, reliability, and security inside SaaS.

Skills

AI/ML systems

PyTorch

TensorFlow

MLOps

LangChain

NLP basics

Data pipelines

LLM tooling

Education

Bachelor's or Master's in CS, Engineering, AI/ML, or equivalent experience

Tools

OpenAI API

Anthropic API

LangChain

FAISS

Pinecone

AWS

GCP

Job description

Job Description

We are a construction technology company based in Pune, India. We are looking for people who are passionate about transforming the construction industryusingtechnology.

We are an entrepreneurial organization and have forayed into product development for construction byleveragingits deep understanding of construction processes. We have a dedicated team of people who come from the construction domain and technology domain to build solutions for problems we see in the construction management workflows byleveraging3D (BIM), Web and Mobile, AI/MLand IoT.We are looking for individuals who canBuild applied AI for construction. Rapidly prototype,validatewith real users, and harden into production-grade features. Own GenAI and ML capabilities across planning, execution, cost, quality, and risk workflows. Deliver systems thatimpactlive construction projects, not demos.

Responsibilities

• Run rapid AI experiments tovalidatehigh-impact construction use cases.
• Design and deploy AI/GenAI features for:
• Project planning and scheduling
• Cost forecasting and variance detection
• Risk prediction and mitigation
• Quality and safety analytics
• Document intelligence (drawings, BOQs, RFIs, contracts)
• Integrate LLMs (GPT, Claude, Llama) for:
• Construction copilots
• Automated reports and insights
• Conversational project intelligence
• Build ML models for:
• Schedule delay prediction
• Cost overrun forecasting
• Productivity and resource optimization
• Safety risk scoring
• Build RAG systems over structured and unstructured construction data.
• Build ML models for delay prediction, cost overruns, productivity, and safety risks.
• Partner with data engineering on pipelines, feature stores, and serving infra.
• Work withproductand UX to convert business needs into AI-first features.
• Own model deployment, monitoring, drift detection, and optimization.
• Ensure enterprise-grade scalability, reliability, and security inside SaaS.

Qualifications

• Bachelors or Masters in CS, Engineering, AI/ML, or equivalent experience.
• 58+yearsbuilding production software.
• 2+ years building AI/ML systems.
• 1+yeardelivering GenAI or LLM-based features.
• Deep experience with:
• PyTorch, TensorFlow, Scikit-learn
• Transformers,LangChain
• Proven SaaS AI integration at scale.
• Cloud experience: AWS, Azure, or GCP.
• MLOps: CI/CD, monitoring, versioning, lifecycle management.
• RAG systems and vector databases (FAISS, Pinecone, etc.).
• Strong NLP and deep learning fundamentals.
• SQL and large-scale data handling.
• Clear technical communication across product, design, and business.

Experience with:

• Drawings, BIM, BOQs, RFIs, submittals, schedules
• Hands-on with OpenAI, Anthropic, or open-source LLMs.
• Strong rapid-prototyping and experimentation mindset.
• Startup orinnovation labbackground.
• Responsible AI, governance and security practices.Real-time inference and streaming data.
• Open-source AI/ML contributions.

Preferred

• Construction or infrastructure domain experience.