Senior Data Science Engineer Remote, MIŁKOWSKIEGO KRAKÓW

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?

5 lat doświadczenia na podobnym stanowisku
Znajomości:

• Programming skils
• GCP
• PySpark
• Data science

Języki:

• Polski
• Angielski

Jakie warunki i benefity otrzymasz?

• 100-130 PLN miesięcznie
• 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

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.