RGM - Data Scientist

Infosys · Bangalore, India · 1-3 years · Full-time

Key skills

Technical Requirements:

SKILLS - MUST HAVE:

Design, build, and deploy Hyperscalers-based (Azure, AWS, GCP or Databricks) ML models, including large-scale data processing, computationally intensive statistical modeling, and advanced analytics - Expert
Implementation of Generative AI models for business solutions and experience on Azure Open AI, AWS Bedrock or Vertex AI or open-source models - Expert
Python programming with robust code - Expert
Developing a framework or generic pipeline to retrieve, optimize, and deploy Open-Source Models - Expert
Explore and design a reference architecture for developing virtual assistants using foundation models - Expert
Familiarity with deep learning, machine learning and frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.) - Working knowledge
Understanding of LLMs and Gen AI especially as applied to text and image analysis and training - Working knowledge
Experienced in fine-tuning of LLM models, implementation of AI Guardrails and Responsible AI Framework (explainability, bias detection, hallucination control) - Working knowledge
Experienced in implementing LangChain Frameworks - Working knowledge
Linux, HTTP/ REST - Working knowledge
Cloud Technologies - At least one of GCP, AWS, Azure
JIRA, Conflence - Working knowledge

Responsibilities:

RESPONSIBILITIES:

Invent, research, envision, design, solution and deliver AI/ ML applications at scale delivering measurable value
Build end-to-end AI/ ML solutions: Develop, refine, implement, customize and deploy state-of-the-art Machine Learning algorithms and systems, and AI models
Designing, developing, and researching Machine Learning systems, models, and schemas through data science and data analytics prototypes.
Continuous learning - Certifications.
Incubation mindset - Research oriented, ability to deliver quick POC's, and come up with ideas.
Communication and Documentation - Ability to share knowledge, conduct presentations and sessions, talk to clients and stakeholders, write good-quality technical documentation.
Problem Solving - Technical depth in solving real-world problems with appreciation of business imperatives.

Preferred Skills:

Technology->AI-Data science->Databricks Machine Learning,Technology->AI-Generative AI->Artificial Intelligence - BASIC