Gen AI Architect

Tata Consultancy Services; Pune District; On-site; INR 1,500,000 - 2,500,000; Full time

Job summary

A leading IT consulting firm is seeking candidates for a full-time position in Pune, Maharashtra. The role demands strong expertise in LLMs, machine learning algorithms, and statistical programming languages like Python. Candidates should have a profound understanding of data visualization, problem-solving skills, and the ability to work collaboratively with business and IT teams. This position offers a chance to work on cutting-edge technologies and contribute significantly to the firm's analytics capabilities.

Qualifications

• Strong Software Engineering Background.
• Hands-on experience with data science tools.
• Analytical mind and great business sense.
• Productionizing ML/DL applications and monitoring.

Responsibilities

• Presenting results in a clear manner.
• Collaboration with Business and IT teams.
• Designing and developing machine learning and deep learning systems.

Skills

Experience in LLMs

Embedding Models

Prompt Engineering

Statistical programming languages like Python

Machine learning algorithms

Data Visualization Tools

Fine tuning of LLM

Problem-solving aptitude

Data mining

Transformer architecture

Data preprocessing

Data mining

Feature selection

GenAI solutions

Problem solving

Tools

Langsmith framework

RAG/Multimodal Architecture

Agentic AI Framework

Data science tools

AutoGen

LangGraph

Google AVD

Job description

Job Requirements

• Experience in LLMs, Embedding Models, Prompt Engineering
• Knowledge of statistical programming languages like Python
• Good applied statistical skills
• Good knowledge of machine learning algorithms
• Proficiency in handling imperfections in data & generating insights and patterns.
• Experience with Data Visualization Tools
• Fine tuning of LLM
• Evaluation Framework (RAGAS, ROUGE, BLUE Scrore)
• Langsmith framework
• RAG/Multimodal Architecture using Langchain/ LlamIndex
• Experience Agentic AI Framework ( Crew AI, AutoGen, LangGraph, Google AVD etc. )
• Experience in Model deployment, LLMOps, Scalability and Performance
• Fine tuning of LLM
• AI ML exp.
• Candidate has exp. in Transformer Architecture (Encoder and decoders)
• Knowledge Graph implementation (If anyone has created knowledge graph, that's good)
• Strong Software Engineering Background (Productionizing the models)
• Hands-on experience with data science tools
• Problem-solving aptitude
• Analytical mind and great business sense
• Data mining or extracting usable data from valuable data sources.
• Using machine learning tools to select features, create and optimize predictive models.
• Carrying out preprocessing of structured and unstructured data
• Enhancing data collection procedures to include all relevant information for developing analytic systems.
• Processing, cleansing, and validating the integrity of data to be used for analysis
• Analyzing large amounts of information to find patterns and solutions.
• Developing prediction systems and machine learning algorithms
• Ability to use LLMs to build GenAI powered solutions.
• Presenting results in a clear manner
• Propose solutions and strategies to tackle business challenges.
• Collaborate with Business and IT teams.
• Designing and developing machine learning and deep learning systems
• Knowledge of productionizing the ML and DL applications and monitoring

Seniority Level

Not Applicable

Employment Type

Full-time

Job Function

Information Technology

Industries

IT Services and IT Consulting