Data Scientist - Time Series Forecasting

Job Description :

We expect :

- MS or PhD in Computer Science / Statistics / Mathematics / Artificial Intelligence / Physics or related technical discipline

- At least 5 years of experience in a statistical and/or data science role

- Knowledge of machine learning, statistics, simulation, optimization or related fields

- Experience in Time -Series forecasting

- Fluency in applying Data Science methods (including ML) while solving business optimization problems

- Fluent ability to program with Python (background in languages like R, MATLAB, Scala is a plus)

- Strong software engineering skills (including unit testing, OOP)

- Thorough knowledge of the NumFOCUS stack: pandas, scikit-learn, Matplotlib, SciPy

- Experience with working with large data sets through Spark and RDBMs

- Experience with versioning systems (e.g. Git)

- Knowledge of basic DevOps tools and methods such as Docker, Kubernetes, CI/CD pipelines

- Experience in deploying to production and ability to plan a product including broader technical landscape (ability to design and deliver product following modular approach)

- Experience working in a start-up environment or organizations with the agile culture

- Professional attitude and service orientation

- Team player

- Ability to work autonomously to deliver complex projects

- Fluent English as you will communicate in English almost all the time

- Experience with Azure stack would be a plus

- Experience with building and validating statistical models (Bayesian regression, linear/ridge/lasso, tree-based models, clustering) to address business problems

- Experience with communicating technical and analytical findings to business stakeholders

- Analyst mindset to brew insight from the data

You'll stand out if you have :

- Experience with FMCG/CPG/retail sector

- Experience with working with large data sets through Spark and RDBMs

- Knowledge of basic DevOps tools and methods such as Docker, Kubernetes, CI/CD pipelines

- Experience in deploying to production and ability to plan a product including broader technical landscape (ability to design and deliver product following modular approach)

- Experience working in a start-up environment or organizations with the agile culture

- Ability to work autonomously to deliver complex projects

- Experience with Azure stack would be a plus

- Experience in MMMs

- Experience in Promotions

- Experience in using mixed integer optimisation