Position: Middle Data Science
Company: Autodoc
Category: Data Science
Experience required: 1y
English level: intermediate
Published: 2021-06-01T00:00:00+03:00

— Building probabilistic models
— Building behavioral analytics
— Building models for working with user churn

Hard/soft skills:
— At least 1 year of experience as a Data Scientist (or at least two years as a Data Analyst)
— Unsupervised learning - a skill, knowledge of approaches, metrics, the ability to interpret the result of a model
— Time series: analysis, building regression models on a time series, partial or full automation of forecasting models, what-if analysis using time series forecasting
— Learning to rank, in particular the matching task: experience is not required, but understanding of the materiel is necessary, the skill of building simple ranking models will be a plus
— Knowledge of basic neural network architectures
— Experience with one of the frameworks (PyTorch, TensorFlow, Keras, etc.)
— Experience with Flask / FastAPI

Will be a plus:
Experience with big data
Experience with CI / CD / CT
Experience with visualization tools PowerBi, Tableau, Looker or similar services
Docker
Background in e-commerce or data product
UPLIFT-modeling

We offer:

For your professional growth

Only innovative projects and advanced technologies

Complete freedom for bright ideas and bold decisions

Work in the international team of professionals willing to share their experience

Ability to switch to another project that is interesting for you

Professional growth: free external and internal professional training courses and certifications

Paid business trips and payment for participation in conferences

Paid corporate language classes (English, German, Polish)

For your convenience

Work on your terms — you can work remotely and choose a flexible schedule

20 paid vacation days, 3 days off, national holidays, and unlimited sick leave

Friendly team buildings, cool corporate events with

Corporate wellness activities with colleagues

Corporate gifts on the first working day, birthday, anniversary of work, birth of a child AUTODOC discount program

Each of us can confidently say that working at AUTODOC has become one of the turning points in life. We are always open to interesting people with a decent background who are ready to teach and learn. Send us your CV, and maybe AUTODOC will happen in your life, too!