Data Scientist

hace 2 semanas

Ciudad de México Infosys Limited A tiempo completo

Company

Requisition ID

118438BR

Country

Mexico

State / Region / Province

Mexico

  • 10 years of strong Data Science experience preferably in CPG domain
  • Educational Background: B Tech/ B Stat / Masters / PhD
  • Candidate must be located within commuting distance of Mexico City or be willing to relocate to the area.
  • Strong execution capability in developing Machine Learning/Analytical models. Enhance and create advanced processes/procedures and may recommend new tools/technologies.
  • Gen AI-Should have adequate experience in Gen AI - Fine Tuning & Evaluating Large Language Models, Strategies for Parallelizing Large Language Models, Parameter Efficient Fine Tuning-PEFT, Text Embeddings using Large Language Models, Reinforcement Learning from Human Feedback

Job description

  • 10 years of strong Data Science experience preferably in CPG domain
  • Educational Background: B Tech/ B Stat / Masters / PhD
  • Candidate must be located within commuting distance of Mexico City or be willing to relocate to the area.
  • Strong execution capability in developing Machine Learning/Analytical models. Enhance and create advanced processes/procedures and may recommend new tools/technologies.
  • Gen AI-Should have adequate experience in Gen AI - Fine Tuning & Evaluating Large Language Models, Strategies for Parallelizing Large Language Models, Parameter Efficient Fine Tuning-PEFT, Text Embeddings using Large Language Models, Reinforcement Learning from Human Feedback
Job responsibilities
  • Able to drive workshops and requirements discussion in Spanish with business SME
  • Understand and define use-cases along with the Business SME. Ensures client needs are met throughout by translating it to Data Science problem; defines scope and approach; articulates business value out of the Insights from the ML/Analytics algorithms
  • Gather and process information about large programs/projects – able to define roadmap and strategy for value realization
  • Able to create scope for a POC where applicable to de-risk big bang
  • Develop Analytics and Machine Learning models using latest approaches.
  • Create detailed project plans and make sure of re-use of components.
  • Apply predefined quality measurement framework at individual level tasks in a project
  • Participate in hands-on delivery and execution of the project and delivery on time.
  • Development of scripts for data pre-processing (cleaning, transformation, outlier detection), feature creation and develop/test machine learning algorithms
  • Develop Analytics and Machine Learning models using a combination of state-of-the-art approaches
  • Define analytics solution specific to the pricing, promotions process etc.
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