SENIOR DATA SCIENTIST, GLOBAL DATA SCIENCE
Mumbai, Maharashtra 19 days ago
Job Description
Relocation Assistance Offered Within Country
Job Number167670 : Mumbai, Maharashtra, India
Who We Are
Colgate:Palmolive Company is a global consumer products company operating in over 200 countries specializing in Oral Care, Personal Care, Home Care, Skin Care, and Pet Nutrition. Our products are trusted in more households than any other brand in the world, making us a household name
Join Colgate:Palmolive, a caring, innovative growth company reimagining a healthier future for people, their pets, and our planet. Guided by our core values-Caring, Inclusive, and Courageous-we foster a culture that inspires our people to achieve common goals. Together, lets build a brighter, healthier future for all.
Title: Senior Data Scientist, Global Data Science
Brief introduction : Role Summary/Purpose (3:4 sentences max.):
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The GLOBAL DATA SCIENCE and ADVANCED ANALYTICS vertical in Colgate Palmolive is focused on working on business cases which have a big impact for the business addressing the business questions, with recommended actions and scope for scalability across markets.
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TheData Scientistposition would lead GLOBAL DATA SCIENCE and ADVANCED ANALYTICS projects within the Analytics Continuum. The position conceptualizes and builds machine learning,predictive modeling, simulations, and optimization solutions for clear dollar objectives and measured value for Colgate Palmolive
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The role would require, to work on a range of GLOBAL DATA SCIENCE and ADVANCED ANALYTICS projects across Revenue Growth Management, Price Elasticity, Promotion Analytics, Marketing Mix Modeling
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Data Scientist needs to manage relationships independently with Business and stakeholders to drive projects
Responsibilities (4:6 bullet points):
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Conceptualizes and builds predictive modeling, simulations, and optimization solutions to address business questions or use cases
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Applies ML and AI to analytics algorithms to build inferential and predictive models allowing for scalable solutions to be deployed across the business
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Develops end to end business solutions from data extraction, data preparation, data mining to statistical modeling and then building business presentations
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Conducts model validations and continuous improvement of the algorithms, capabilities, or solutions built
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Deploys models using Airflow, Docker on Google Cloud Platforms
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Own Pricing and Promotion, Marketing Mix from scoping to delivery
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Study large amounts of data to discover trends and patterns Mine data through various technologies like BigQuery and SQL
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Present insights in an easy to interpret way to the business teams
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Develop visualization (e.g. Looker, PyDash, Flask, PlotLy, streamlit) using large datasets and model output datasets
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Ready to work closely with business partners across geographies
Required Qualifications (3:5 bullet points):
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BE/BTECH ( Computer Science, Information Technology is preferred ), MBA or PGDM in Business Analytics / Data Science, Additional DS Certifications or Courses, MSC / MSTAT in Economics or Statistics
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5+ years of experience in building statistical models and driving insights
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Hands:on/experience on developing statistical models, such as linear regression, ridge regression, lasso, random forest, SVM, gradient boosting, logistic regression, K:Means Clustering, Hierarchical Clustering, Bayesian Regression etc.
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Hands on experience on coding languages Python(mandatory) and SQL
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Knowledge of using GitHub, Airflow for coding and model deployments
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Understand visualization frameworks PyDash, Flask, PlotLy
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Strong Understanding of Cloud Frameworks Google Cloud, Snowflake and services like Kubernetes, Cloud Build Cloud Run.
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Experience front facing Business teams (Client facing role) supporting and working with multi:functional teams in a dynamic environment
Preferred Qualifications (3:5 bulle
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