ROLES & RESPONSIBILITIES

Job Summary

Eligibility

Minimum Qualifications:
- Bachelor’s degree in computer science or a related field OR master’s degree in statistics, economics, business economics, econometrics, or operations research.
- 12-15 years of experience in the Analytics/Data Science domain.
- Proficiency in programming languages such as Python.
- Experience with Generative AI techniques and tools.
- Familiarity with ETL methods, data imputation, data cleaning, and outlier handling.
- Familiarity with cloud platforms (AWS, Azure, GCP) and AI/ML services.
- Knowledge of databases and associated tools such as SQL.

Technical Skills - Desirable:
- Expertise in NLP and Generative AI concepts/methods/techniques like
- Prompt design/engineering
- Retrieval Augmented Generation (RAG), Corrective RAG and Knowledge Graph-based RAG using GPT-4o
- Fine-tuning through LORA/QLORA
- Multi-agentic frameworks for RAG
- Reranker etc. for enhancing the plain-vanilla RAG
- Evaluation frameworks like G-Eval etc.




- Solid understanding of Deep Learning methods and Machine Learning techniques including Ensemble methods, Support Vector Machines, and Natural Language Processing (NLP).
- Exposure to Big Data technologies like Hadoop, Hive, Spark.
- Experience with advanced reporting tools such as Tableau, Qlikview, or PowerBI.

Specific Responsibilities
- Requirement Gathering:
- Translate business requirements into actionable analytical plans in collaboration with the team and business analyst.
- Ensure alignment of analytical plans with the customer’s strategic objectives.
- Data Handling:
- Identify and leverage appropriate data sources to address business problems.
- Explore, diagnose, and resolve data discrepancies, including ETL tasks, missing values, and outliers.
- Project Leadership and Execution:
- Individually lead projects, proof-of-concept (POC) initiatives, or development efforts from inception to completion.
- Contribute to the development and refinement of technic

📌 Ai/ml Architect (Mumbai)
🏢 Infogain
📍 Mumbai