IN_Senior Associate_Data Scientist, Gen AI_Data & Analytics_Advisory_Bangalore

Job Description & Summary: A career within…. 

Responsibilities: 

Position responsibilities and expectations 

• Designing and building analytical /DL/ ML algorithms using Python, R and other statistical tools. 

• Strong data representation and lucid presentation (of analysis/modelling output) using Python, R Markdown 

• Ability to learn new scripting language or analytics platform. 

Technical Skills required (must have) 

• HandsOn Exposure to Generative AI (Design, development of GenAI application in production) 

• Strong understanding of RAG, Vector Database, Lang Chain and multimodal AI applications. 

• Strong understanding of deploying and optimizing AI application in production. 

• Strong knowledge of statistical and data mining techniques like Linear & Logistic Regression analysis, Decision trees, Bagging, Boosting, Time Series and Non-parametric analysis. 

• Strong knowledge of DL & Neural Network Architectures (CNN, RNN, LSTM, Transformers etc.) 

• Strong knowledge of SQL and R/Python and experience with distributing data/computing tools/IDEs. 

• Experience in advanced Text Analytics (NLP, NLU, NLG). 

• Understanding of LLM Ops, ML Ops for scalable ML development. 

• Working knowledge on agents like PyTorch, TensorFlow 

• Proven capability in using Generative AI services like OpenAI, Google (Gemini) 

• Understanding of Agentic AI Framework (Lang Graph, Auto gen etc.) 

• Understanding of fine-tuning for pre-trained models like GPT, LLaMA, Claude etc. using LoRA, QLoRA and PEFT technique. 

Mandatory skill sets: 

AI chatbots, Data structures, GenAI object-oriented programming, IDE, API, LLM Prompts, PyTorch, TensorFlow 

Preferred skill sets: 

AI chatbots, Data structures, GenAI object-oriented programming, IDE, API, LLM Prompts, PyTorch, TensorFlow 

Years of experience required: 

3-10 Years 

Education qualification: 

BE, B. Tech, M. Tech