India Job Openings
Levi Strauss & Co.
Data scientist I
Bengaluru
FULL TIME
September 2, 2024
- Develop analytical solutions / production-ready models that solve real business problems, taking account of business needs and technology/operations landscape
- Apply advanced analytics, machine learning, and AI techniques to derive business value from the full range of internal and external data sets, leveraging Cloud-based “Big Data” technology
- Translate complex data and methodology into strategic, operationally feasible insights and recommendations
- Communicate clearly and effectively to technical and non-technical audiences, verbally and visually, to create understanding, engagement, and buy-in
- Identify trends and opportunities to drive innovation, both in what we do and how we do it
- Document all code and approach; actively contribute to and re-use community best practices
- Be a great team player who embodies the values and passions that characterize Levi Strauss; have empathy to engage with colleagues from a wide variety of backgrounds
- Advanced Degree in Mathematics, Physics, Computer Science, Engineering, Statistics, or an equivalent discipline required
- Experience in developing models and algorithms in a commercial environment with a track record of creating meaningful business impact
- Strong SQL and Python skills required; proficiency in at least one open-source programming language (R, Java, C++ or another) desirable
- Expertise in multivariate statistical modelling (e.g. clustering, regression, principal components and factor analysis, time-series forecasting, Bayesian methods) and machine learning (Random Forest, KNN, SVM, boosting and bagging, regularization etc.) required
- Experience with cloud computing platforms (AWS, GCP or other), or equivalent on-premise platform
- Ability to simultaneously coordinate and track multiple deliverables, tasks and dependencies across multiple stakeholders / business areas
- Experience with neural networks and deep learning, using frameworks such as Tensor Flow, desirable
- Proficiency with data visualization tools (D3.js, R Shiny, Looker, Tableau or similar) desirable
- Proficiency with Spark or Map Reduce
- Experience working in agile methodology
- Prior experience in retail or FMCG
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