(ind) Senior Manager, Data Analytics

Walmart Walmart · Retail · Bangalore, KA, India

Senior Manager for Data Analytics at Walmart, focusing on applying and developing ML solutions for large-scale retail advertising. The role involves solving complex business problems, leveraging data science tools, collaborating with cross-functional teams, defining model metrics, and presenting recommendations. It also includes developing PoCs, integrating solutions into pipelines, researching new technologies, managing continuous improvement of ML practices, and mentoring junior members. Experience with big data platforms, statistical learning, and managing analytics teams is required.

What you'd actually do

  1. Apply and/or develop ML solutions to develop efficient and scalable models at Walmart scale.
  2. Play a key role to solve complex problems, pivotal to Walmart’s business and drive actionable insights from terabytes of data.
  3. Leverage data science tools and techniques, keeping abreast with the latest in the community to solve problems for Walmart.
  4. Collaborate with counterparts in business, engineering, and science to find impactful solutions to business problems.
  5. Define and/or own the model goodness metrics and track the business impact over time.

Skills

Required

  • B.E.,/B.Tech with > 14 years of experience / master’s degree with > 10 years of experience.
  • Experience in analysing complex problems and translating them to data science algorithms with due attention to computational efficiency and testing at scale.
  • Experience in statistical learning: Predictive & Prescriptive Analytics, Web Analytics, Parametric and Non-parametric models, Regression, Time Series, Dynamic / Causal Model, Statistical Learning, Guided Decisions, Topic Modelling
  • Experience working with big data - identifying trends, patterns, and outliers in large volumes of data.
  • Experience with SQL, relational databases and data warehouse
  • Experience with big data platforms - Hadoop(Hive, Pig, Map Reduce, HQL) / Spark / H20
  • Experience with multiple stakeholder management, data based story-telling, mentoring peers and juniors, multiple project handling at the same time.
  • Experience in managing Analytics team and data engineers and providing them conceptual and guided support.

Nice to have

  • publication record required.

What the JD emphasized

  • Apply and/or develop ML solutions
  • solve complex problems
  • Leverage data science tools and techniques
  • model goodness metrics
  • Develop PoC
  • Research, learn/disseminate & adapt new technologies
  • continuous improvement of data science and machine learning
  • staying up to date with and extending the state-of-the-art in Machine Learning research
  • Peer review and publish work in top tier ML/AI conferences such as NIPS, ICML, AAAI and COLT

Other signals

  • Apply and/or develop ML solutions to develop efficient and scalable models at Walmart scale.
  • Leverage data science tools and techniques, keeping abreast with the latest in the community to solve problems for Walmart.
  • Manage the continuous improvement of data science and machine learning by following industry best practices and staying up to date with and extending the state-of-the-art in Machine Learning research.