O pozici
dunnhumby is the global leader in Customer Data Science, partnering with the world’s most ambitious retailers and brands to put the customer at the heart of every decision. We combine deep insight, advanced technology, and close collaboration to help our clients grow, innovate, and deliver measurable value for their customers.
dunnhumby employs nearly 2,500 experts in offices throughout Europe, Asia, Africa, and the Americas working for transformative, iconic brands such as Tesco, Coca-Cola, Nestlé, Unilever and Metro.
Co budeš dělat
- You will be at the forefront of dunnhumby’s research data science team where you will be translating a complex business problem into a data science problem and solving that with scalable and state-of-the art AI algorithms.
- Joining our research data science team, you will be helping identify new opportunities within the Data Science space for future dunnhumby solutions.
Koho hledáme
- Degree or equivalent in a statistical or mathematical subject
- 2-5 Years of experience in Data Science
- Good understanding of statistics and mathematical methodologies used –especially forecasting, regression, linear models, time series, hypothesis tests and optimisation
- Ability to prototype solutions using Python and Spark to facilitate development and testing of algorithms on large data sets
- Good understanding of machine learning techniques, with applications to classification, prediction and clustering
- Ability to apply and extend experimental design methodology to conduct rigorous measurement of treatment effects
- Good working knowledge of databases, including SQL, relational and non-relational data models
- Experience of using following algorithm at scale: Ancova, linear models with regularization, clustering, random forests, xgboost
- Research the latest machine learning approaches
- Good grasp of Object-Oriented Programming
- Ability to quickly learn open-source statistics and machine learning packages –Pandas, SciPy, Scikit - learning, Tensor flow.
Benefity
- We won’t just meet your expectations. We’ll defy them. So you’ll enjoy the comprehensive rewards package you’d expect from a leading technology company. But also, a degree of personal flexibility you might not expect. Plus, thoughtful perks, like flexible working hours and your birthday off.
- You’ll also benefit from an investment in cutting-edge technology that reflects our global ambition. But with a nimble, small-business feel that gives you the freedom to play, experiment and learn.
