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Machine Learning Engineer - Gen AI Specialist
vConstruct Private Limited
Nagpur, UAE
Full Time
Senior
1 weeks ago
PythonFastAPILangChainLangGraphOpenAI SDKAzure OpenAI SDK
Free
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PythonFastAPILangChain
About the Role
vConstruct is looking for an AI Developer to design, build, and ship production-ready solutions using LLMs, multimodal models, and classic ML techniques. You will prototype GenAI use cases, fine-tune models, deploy on Azure with CI/CD, and collaborate with cross-functional teams.
Key Skills for This Role
PythonFastAPILangChainLangGraphOpenAI SDKAzure OpenAI SDK
Responsibilities
- Frame GenAI use cases with experts; build quick LLM based tools
- Fine tune/prompt models; use ML/DS when GenAI isn’t ideal
- Deploy models as scalable Azure services with CI/CD
- Work with cross functional teams; document and demo solutions
- Stay updated on GenAI trends; share knowledge internally
Requirements
- B.E./B.Tech or M.S. in Computer Science, Data Science, AI/ML or related field
- ~5 years delivering production software or ML solutions, with at least 2 years hands on with LLMs or other GenAI models
- Strong Python (FastAPI / LangChain / LangGraph); familiarity with TypeScript or C# a plus
- Experience with OpenAI/Azure OpenAI SDKs, embeddings, vector databases (e.g., Azure Cognitive Search, Pinecone, FAISS)
- Solid grasp of supervised/unsupervised learning, evaluation metrics, experiment tracking (MLflow, Weights & Biases)
- Comfortable deploying on Azure (App Service, Functions, ML, Container Apps), writing Dockerfiles, setting up pipelines (Azure DevOps/GitHub Actions)
- Proficient with SQL and Pandas; able to wrangle tabular, text, image and BIM/IFC data
- Clear communicator who can explain complex ideas to non technical stakeholders; thrives in fast paced, iterative environments
- Knowledge of construction, engineering, manufacturing or related domain nice to have
- Front end skills (React, Streamlit) for building user facing GenAI tools nice to have
- Familiarity with Snowflake, Power BI or Tableau for analytics and visualization nice to have
Full Job Posting
Role Overview
- vConstruct’s Data Science & Analytics team is expanding its Generative AI capability.
- We’re looking for an AI Developer who can design, build and ship production‑ready solutions using large language models (LLMs), multimodal models and classic ML techniques (good to have).
- You’ll join a collaborative group of AI Engineers, Data Scientists and Analysts transforming every stage of the construction lifecycle—from pre‑construction planning to post‑handover operations—through automation and data‑driven insights.
What You’ll Do
- Prototyping – Frame GenAI use cases with experts; build quick LLM based tools.
- Modeling – Fine tune/prompt models; use ML/DS when GenAI isn’t ideal.
- Engineering – Deploy models as scalable Azure services with CI/CD.
- Collaboration – Work with cross functional teams; document and demo solutions.
- Learning – Stay updated on GenAI trends; share knowledge internally.
Must‑Have Qualifications
- Education – B.E./B.Tech or M.S. in Computer Science, Data Science, AI/ML or related field.
- Experience – ~5 years delivering production software or ML solutions, with at least 2 years hands‑on with LLMs or other Gen AI models.
- Programming – Strong Python (FastAPI / LangChain / LangGraph); familiarity with TypeScript or C# a plus.
- Gen AI Tooling – Experience with OpenAI/Azure OpenAI SDKs, embeddings, vector databases (e.g., Azure Cognitive Search, Pinecone, FAISS).
- ML Fundamentals – Solid grasp of supervised/unsupervised learning, evaluation metrics, experiment tracking (MLflow, Weights & Biases).
- Cloud & DevOps – Comfortable deploying on Azure (App Service, Functions, ML, Container Apps), writing Dockerfiles, setting up pipelines (Azure DevOps/GitHub Actions).
- Data Handling – Proficient with SQL and Pandas; able to wrangle tabular, text, image and BIM/IFC data.
- Soft Skills – Clear communicator who can explain complex ideas to non‑technical stakeholders; thrives in fast‑paced, iterative environments.
Nice‑to‑Have
- Knowledge of construction, engineering, manufacturing or related domain
- Front‑end skills (React, Streamlit) for building user‑facing Gen AI tools.
- Familiarity with Snowflake, Power BI or Tableau for analytics and visualization.
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.
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