We are looking for a Senior Data Scientist who will utilize her/his expertise into designing predictive models in the fields of player behavior and game experience and be a professional focal point for our data science team.
Responsibilities:
Build ML algorithms that will meet the business objective, reaching a high level of precision in your results
Be able to query and use very large data sets, including data pulling, processing and cleaning
Ability to deal with all parts of the modelling workflow – from research, data extraction, model selection and design, to deployment and clearly presenting and communicating the results
Collaborate with different business units (inc. a team overseas) in designing and implementing your solutions, making sure to comply with business needs
Collaborate with the different engineering and BI teams, making sure to comply with the technical needs and constraints
Conduct independent research and innovative thinking, keeping track with technology advancement and new tools and researches in the data science field
Requirements:
At least 4 years of previous experience as a data scientist, preferably from the online industry
Good knowledge of SQL, Python and Scala
Deep understanding of mathematics and statistics
Deep understanding of ML algorithms (classification, regression, clustering and deep learning frameworks)
Good understanding of big data platforms and querying tools (GCP- an advantage)
An academic degree in an analytical field such as Mathematics, Statistics, Computer Science, Physics, Engineering or Natural Sciences
Research background or paper publication – an advantage
Experience with image recognition, deep reinforcement and NLP – an advantage
Data engineering skill set – an advantage
Personal requirements:
Proactive attitude, entrepreneurial mindset, with a strong work ethic
A passion for problem-solving and efficiency
Ability to work in a team, share information and give professional guidance
Excellent English skills
Presentation Skills – an advantage