02 ago
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Ntt Data
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México
Collaborate closely with business teams to ideate and align on Data Science solutions for addressing diverse business challenges. Perform exploratory data analysis (EDA) on source data from the Big Data Platform data lake, Data Science Platform, and other relevant Battery Manufacturing datasets to address specific use cases. Develop, maintain, and enhance Machine Learning (ML), Deep Learning (DL) and Computer Vision (CV) (Must have) models using transformed data, primarily leveraging Python and Spark-ML algorithms. Apply optimization techniques, including hyperparameter tuning, to improve the performance of ML and DL models. Design, implement, and maintain deployment pipelines to ensure seamless integration and deployment of ML/DL models, follow established ML Ops standards (Nice to have) Provide decision-support analytics to assist in business strategy formulation or address specific business challenges when needed Actively participate in daily stand-ups, weekly sprint planning sessions, quarterly planning, and other sprint ceremonies,
providing progress updates and collaborating with the team Engage in ideation sessions with business user groups to gather requirements and ensure alignment with business objectives Present insights, findings, and results clearly to product owners and stakeholders, ensuring they understand and can make informed decisions Contribute to validating and prioritizing the product backlog, managing risks, and ensuring the smooth execution of sprint tasks Develop data-driven products that provide clear insights and recommendations to non-technical audiences through visualizations and presentations. Work collaboratively with product managers, senior scientists, engineers, and other team members in an agile and scrum environment to fulfill modeling needs. Experience with manufacturing data and machine data,battery data etc. 1. PHD 2. 3. 4. Computer vision/Gen AI Familiar with Large Language Models (LLMs) and Vision Language models (VLMs) An advanced degree (MS or PhD) Hands-on experience with developing Machine Learning models for manufacturing use cases.
📌 Sr. Data Scientist (Remote) (México)
🏢 Ntt Data
📍 México