Senior Data Science Engineer (Remote)

16800-21800 PLN miesięcznie (B2B)

Infolet sp. z o.o.

Czym będziesz się zajmować?

YOU WILL
  • Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable predictions of customer behavior and operations performance
  • Assess the effectiveness and accuracy of new data sources, data gathering, and forecasting techniques
  • Develop custom data models and algorithms to apply to data sets and run proof of concept studies
  • Leverage existing Statistical and Machine Learning tools to enhance in-house algorithms
  • Collaborate with Software Engineers to implement and test production quality code for forecasting and data analytics models
  • Develop processes and tools to monitor and analyze data accuracy and models’ performance
  • Demonstrate software to customers and perform value-proving benchmarks
  • Calibrate software for customer needs and train customers to use and maintain software
  • Resolve customer complaints with software and respond to suggestions for improvements and enhancements

Kogo poszukujemy?

MUST HAVE
  • Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, Machine Learning or related Quantitative discipline
  • 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 the 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 in developing demand forecasting and price optimization models
NICE TO HAVE
  • 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:

Języki:

  • Polski

  • Angielski

Jakie warunki i benefity otrzymasz?

  • 100-130 PLN godzinowo (B2B)
  • B2B - Elastyczne godziny pracy (100%)
  • Praca zdalna: Możliwa w całości
  • Szkolenia wewnętrzne
  • Pakiet medyczny, Ubezpieczenie, Pakiet sportowy
  • Kawa / Herbata, Zimne napoje
  • Parking rowerowy, Pokój relaksu
  • Pakiet relokacyjny

Gdzie będziesz pracował?

Miłkowskiego, Kraków lub zdalnie

Kim jesteśmy?

Od 2005 roku realizujemy projekty IT w różnych modelach outsourcingu. Nasi Klienci doceniają naszą wiedzę i doświadczenie w branży, czego najlepszym dowodem jest długotrwała i owocna współpraca z wieloma z nich. Do naszych projektów poszukujemy specjalistów Java, JavaScript, C embedded, C++, PHP, specjalistów od mobile, testerów oprogramowania, administratorów sieci i systemów i wielu innych.