Senior Data Scientist (Remote)

33600-37000 PLN miesięcznie (B2B)

Avnega

Czym będziesz się zajmować?

Designs, builds and oversees the deployment and operation of technology architecture, solutions and software to capture, manage, store and utilize structured and unstructured data from internal and external sources. Establishes and builds processes and structures based on business and technical requirements to channel data from multiple inputs, route appropriately and store using any combination of distributed (cloud) structures, local databases, and other applicable storage forms as required. Develops technical tools and programming that leverage artificial intelligence, machine learning and big-data techniques to cleanse, organize and transform data and to maintain, defend and update data structures and integrity on an automated basis. Creates and establishes design standards and assurance processes for software, systems and applications development to ensure compatibility and operability of data connections, flows and storage requirements. Reviews internal and external business and product requirements for data operations and activity and suggests changes and upgrades to systems and storage to accommodate ongoing needs.

Kogo poszukujemy?

  • Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, Machine Learning or related Quantitative disciplines.
  • Proven ability to apply modeling and analytical skills to real-world problems.
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
  • Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
  • Solid programming skills with knowledge of R, SQL, Python, PySpark or other data-extraction and analysis tools and programming languages such as Java, JavaScript or C++.
  • Experience with deployment of machine learning and statistical models on a cloud and leveraging services like Amazon SageMaker and Amazon Forecast.
  • Knowledge of airline revenue management algorithms and experience of developing demand forecasting and price optimization models
Desirable Qualifications:
  • Familiarity with airline, hospitality or retailing industries and decision support systems employed there.
  • Experience developing customer choice models, price elasticity estimation and market potential estimation.

Czego wymagamy?

Znajomości:

Mile widziane:

Języki:

  • Polski

  • Angielski

Jakie warunki i benefity otrzymasz?

  • 200-220 PLN godzinowo (B2B)
  • B2B - Elastyczne godziny pracy (100%)
  • Praca zdalna: W całości
  • Budżet szkoleniowy, Szkolenia wewnętrzne
  • Pakiet medyczny, Ubezpieczenie, Pakiet sportowy
  • Kawa / Herbata, Zimne napoje
  • Parking rowerowy

Gdzie będziesz pracował?

Zdalnie

Kim jesteśmy?

Avenga has been created as a result of the merger of 5 companies: IT Kontrakt, Sevenval, CoreValue, Solidbrain and IncluIT. Each of them built in a different culture, with different experiences and competences, which let us create comprehensive solutions for many, many hit projects in Europe, Asia, the United States and South America. Different cultures, backgrounds, and strengths of the companies, merged into one global IT company to deliver full service business solutions. We are a team of IT and digital transformation experts. Strategic consulting, customer experience service, software development and outsourcing of top-class IT specialists is what we do (and more!).