Data Scientist

2 tygodni temu

Warszawa, Mazovia, Polska Evolution Pełny etat

Evolution is an award-winning company, founded in 2006. Across our 20+ sites, we have 10,000+ people working in the fields of Product Innovation, Software Development, Game Presenters & Hosts, IT-support, Facility & Studio build as well as support services. Evolution provides a dynamic and creative work environment with a unique opportunity for the right people to enhance their skills and drive their passion. Our culture is rooted in Evolution's core values ALIVE, do RIGHT and work TOGETHER and we operate guided by our vision to become the leading supplier of online casino in the world.

Job Description

Please note that we work in a hybrid model, 3 days in the office and 2 days remotely.

We are searching for a passionate Data Scientist to help with our Machine Learning tasks and statistical analysis.

Main Duties & Responsibilities:

  • Work with business and technical stakeholders to choose the most appropriate Machine Learning solutions;
  • Design and develop ML models for use-cases like:
    • recommender systems
    • fraud detection
    • chat text analysis
  • Work with data engineers to select appropriate datasets and data representation methods;
  • Work with game developers to make sure that the necessary data are available;
  • Research and implement appropriate ML algorithms and tools;
  • Devise metrics and evaluation processes for the performance and impact of your models;
  • Train, test and retrain ML models;
  • Work with other team members to deploy ML models to production;
  • Use and, where necessary, extend existing ML libraries and frameworks.
Qualifications
  • University degree in a numerical field (Machine Learning, Statistics, Mathematics, Computer Science, Physics, Engineering, etc.);
  • Proven track record and excellent ability to understand, interpret and explain business data;
  • At least 3 years of work experience in the Data Science field;
  • Experience and understanding of linear algebra and statistical modelling;
  • Experience with deploying ML solutions to production;
  • In-depth knowledge in at least one ML field such as regression, classification, clustering, pattern mining or optimization;
  • Experience with at least one ML framework such as Scikit-Learn, Keras, Tensorflow, Pytorch, MLLib;
  • Hands-on with Python, in particular packages such as Pandas, Numpy, Matplotlib (or equivalent);
  • Experience with SQL and Big data tools such as Spark/Hive;
  • Highly proficient in spoken and written English;
  • Excellent communication skills and a pragmatic approach to problem solving;
  • Willingness to learn and interest in the latest trends in programming and ML.
Nice to Have:
  • Knowledge of Scala or Java;
  • Experience with AWS or other cloud providers;
  • Experience with Kafka, Clickhouse, Postgres, Kubernetes, Docker.
Additional Information
  • Working for one of the top gambling companies in the world
  • Opportunity to influence the quality of the products, improve processes and implement your ideas
  • Social package, including sport compensation & medical insurance
  • English classes
  • Professional growth
  • Sport activities, parties, team buildings
At Evolution, we have implemented Whistleblower Protection Policy and provide secure and confidential channels for reporting legal or ethical concerns, available to anyone with a direct or indirect work relationship with the Company, including current and former Employees, Candidates, Shareholders, Contractors, Service Providers, Trainees, Entrepreneurs, and their proxies. To submit a report, please contact us via our dedicated whistleblowing channel at whistleblower@evolution.com
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