Lead Data Scientist Engineer (Remote)

22700-27700 PLN miesięcznie (B2B)

Infolet sp. z o.o.

Czym będziesz się zajmować?

PROJECT

The company is a leading technology provider to the global travel and tourism industry and serves customers in more than 160 countries around the world. Positioned at the center of the business of travel, the company's platform connects people with experiences that matter in their lives.

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 disciplines
  • 5+ years of professional experience
  • Knowledge of a variety of ML 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 ML and statistical models on a cloud and leveraging services like Amazon SageMaker and Amazon Forecast
  • Strong communication skills in English, written and verbal
  • Proven ability to apply modeling and analytical skills to real-world problems
  • 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
  • Experience developing customer choice models, price elasticity estimation, and market potential estimation

Czego wymagamy?

Znajomości:

Języki:

  • Polski

  • Angielski

Jakie warunki i benefity otrzymasz?

  • 135-165 PLN godzinowo (B2B)
  • B2B - Elastyczne godziny pracy (100%)
  • 15400-19000 PLN miesięcznie (Umowa o pracę)
  • Umowa o pracę - 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.