Must-Have

●Gen AI

●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)

●Autoencoding model (Encoder: ROBERTA/ BERT/ DistilBERT)

●Langsmith framework

●Autoregressive model (Decoder: GPT/ BLOOM/ LLama/ Mistral/ Claude/

CodeGen/ OPT/ PaLM

●RAG/Multimodal Architecture using Langchain/ LlamIndex

●MCP Architecture

●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)

Good-to-Have

●Excellent Communication Skills





●Strong Software Engineering Background (Productionizing

the models)

●Hands-on experience with data science tools

●Problem-solving aptitude

Analytical mind and great business sense

Responsibility of / Expectations from the Role

●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 explicit manner

●Propose solutions and strategies to tackle business chall

📌 Gen AI architect (India)
🏢 Sparix Global
📍 India