Ai/ml Architect (standard) (Maharashtra)

Ai/ml Architect (standard) (Maharashtra)

09 Aug
|
Infogain
|
Maharashtra

09 Aug

Infogain

Maharashtra

ROLES RESPONSIBILITIES Job Summary we are seeking a motivated and innovative senior developer with a specialization in Generative AI The ideal candidate will be enthusiastic about exploring new problems driving innovation and leveraging advanced machine learning techniques and programming skills especially in Python You will work on real-life client problems building production-grade AI GenAI solutions This role is perfect for someone who enjoys learning creative problem-solving and working in a dynamic environment 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 Strong 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 technical and analytics architecture ensuring it aligns with project and organizational goals Design and implement scalable and robust analytical frameworks and data pipelines to support advanced analytics and machine learning applications Manage project timelines resources and deliverables coordinating with cross-functional teams to achieve project goals Ensure the delivery of production-ready models and solutions meeting quality and performance standards Monitor success metrics to ensure high-quality output and make necessary adjustments Create and maintain documentation reports Mentoring and Team Development Mentor junior data scientists providing guidance on technical challenges and career development Facilitate knowledge sharing within the team promoting best practices and fostering a collaborative environment Conduct code reviews to ensure high-quality maintainable and efficient code Innovation and Best Practices Stay informed about new trends in Generative AI and integrate relevant advancements into our solutions Implement novel applications of Generative AI algorithms and techniques in Python Evaluate and adopt best practices in AI ML development to enhance the effectiveness and efficiency of our solutions Sample Projects GenAI-powered self-serve analytics solution for a global technology giant that leverages the power of multi-agent framework and Azure OpenAI services to provide actionable insights recommendations and answers to tactical questions derived from web analytics data GenAI bot for querying on textual documents e g retail audit orientation FAQ documents research brief document etc of multinational dairy company and and getting personalized responses in a natural and conversational way based on the structured context of the user like their personal details along with the citations so that one can effortlessly carry out their first-hand validation themselves GenAI bot for querying on tabular dataset like monthly KPI data of leading global event agency to understand process natural language queries on the data and generate appropriate responses in textual tabular and visual formats GenAI-powered advanced information retrieval from structured data of a global technology leading organization TimesFM modelling for advanced time series forecasting for a global retail chain Knowledge-Graph-based GenAI solution for knowledge retrieval and semantic summarization for a leading global event agency GenAI-powered shopping assistant solution for big-box warehouse club retail stores GenAI solution using multi-agentic framework for travel-hospitality use case Input Governance and Response Governance in GenAI Solutions Development and implementation of evaluation frameworks for GenAI solutions applications Training Foundational Models on recent data using open-source LLM or SLM EXPERIENCE 12-14 Years SKILLS Primary Skill AI ML Development Sub Skill s AI ML Development Additional Skill s AI ML Architecture Data Architecture TensorFlow NLP Pytorch GenAI Fundamentals

📌 Ai/ml Architect (standard) (Maharashtra)
🏢 Infogain
📍 Maharashtra

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