15 Oct
|
Infosys
|
Bengaluru
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:
• 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,
📌 RGM - Data Scientist (Bengaluru)
🏢 Infosys
📍 Bengaluru