RGM - Data Scientist
Infosys · Bengaluru · onsite · Posted 2d ago
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About this role
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, 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. SKILLS – GOOD TO HAVE:
- Linux shell-scripting
- Multilingual NLP SOFT SKILLS:
- Good communication
- Ability to work in a team as well as independently deliver modules
- Team player LEADERSHIP SKILLS:
- People Leadership: Able to lead and mentor a team of :10-15 people
- Thought Leadership: Having papers published in renowned journals, presentations in conferences, patent-filing preferred
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Skills
Core NLPHTTPHyperscalers-based AzureLangChain Frameworkskerascloud technologiesaws bedrockgoogle cloud platformamazon web servicesSpacypython programmingAzure OpenAIGenerative AI ModelsOpen-Source ModelsHugging Face TransformersLarge Language Models (LLMs)Google Vertex AIPytorchTensorflowScikit-LearngensimDatabricksJira AtlassianREST APIDeep LearningGenerative AiLinuxMachine Learning
About Infosys
Infosys
IT Services & Consulting
323.6k+
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1981
45 years old
Bengaluru/Bangalore, Karnataka
India
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