全职 Data Scientist 工作, 薪水, Tata Consultancy Services 公司招聘中 - Ricebowl

Role – Data Scientist
Experience – 7+ yrs

Role Summary:

We are looking for a Data Scientist for a project who has a strong understanding of processing and analyzing data using LLMs, along with solid prompt engineering skills. Experience with Agentic AI frameworks or LLM-based data processing approaches would also be highly beneficial.

Key Responsibilities:

Developing and Implement solutions that leverage LLMs to process, analyze, and extract insights from structured and unstructured data or documents.
Develop and optimize prompt engineering strategies to improve the accuracy, consistency, and reliability of LLM outputs.
Build AI-driven workflows using Agentic AI frameworks to automate data processing and reasoning tasks.
Evaluate and experiment with different LLM models, embeddings, and retrieval techniques to determine the best approach for TRACE use cases.
Ensure data quality, scalability, and performance of AI-based processing pipelines.

Hands-on Technical Skills:

Strong hands-on experience with Python for data processing and AI development.
Experience working with LLM APIs (such as Azure OpenAI, or Lamma).
Practical experience with prompt engineering, prompt tuning, and evaluation of LLM outputs.
Experience with RAG (Retrieval-Augmented Generation) architecture and vector databases (e.g., FAISS, Pinecone, Azure AI Search).
Knowledge of Agentic AI frameworks such as Semantic Kernel, or similar orchestration frameworks.
Experience in data preprocessing, NLP techniques, and handling large datasets.
Familiarity with REST APIs, data pipelines, and integrating AI models with enterprise applications.
Understanding of model evaluation, monitoring, and optimization techniques

Location

Singapore

Job Function

TECHNOLOGY

Role

Data Scientist

Job Id

415949

Desired Skills

Data scientist