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RGM - Data Scientist

RGM - Data Scientist

Infosys Limited
Fresher
Not Disclosed
Early Applicant
  • Posted an hour ago
  • Be among the first 10 applicants

Job Description

Key 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

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

Additional Responsibilities:

  • 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

Preferred Skills:

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

More Info

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Key Skills

LangChain

Generative AI

LLMs

gensim

spacy

CoreNLP

HuggingFace Transformers

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