Principal Data Scientist Engineer (Remote)

31900-35300 PLN miesięcznie (B2B)

Infolet sp. z o.o.

Czym będziesz się zajmować?

PROJECT

Interested in developing advanced algorithms to help drive the competitive edge for the airlines? Are you looking for a challenging career at a company that values Operations Research as essential to the success of its products and future growth?

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 AI/ML models.
  • Develop processes and tools to monitor and analyze data accuracy and models’ performance
  • Demonstrate software to customers and performance-providing benchmarks
  • Calibrate software for customer needs and train customers to use and maintain software
  • Resolve customer complaints with software and respond to suggestions for enhancements

Kogo poszukujemy?

MUST HAVE
  • Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning
  • Proven ability to apply modeling and analytical skills to real-world problems
  • Proficiency with solving large-scale optimization using decomposition algorithms and other advanced OR techniques for linear and non-linear optimization
  • 6+ years of software development experience with a proven record of developing a complex algorithm
  • Proficiency in optimization solvers (CPLEX, Gurobi) for LP/IP
  • Advanced knowledge of C++, Java, and associated development tools
  • 4+ years of experience with the deployment of machine learning on a cloud:
  1. MLOps within the enterprise CI/CD process for ML models
  2. Experience deploying ML APIs in production environments in GCP using GKE
  3. Experience in using GCP Vertex AI for ML and BigQuery
  4. Knowledge in Terraform and Containers technologies
  5. Experience writing data processing jobs using GCP Dataflow and Dataproc
  6. Experience setting up ML model monitoring and autoscaling for ML prediction jobs
  7. Understanding of machine learning concepts to scale ML across different services by leveraging Feature Store, Artifacts Registry, and Analytics Hub
  • Strong English communication skills, written and verbal

Czego wymagamy?

Znajomości:
Języki:
  • Polski
  • Angielski

Jakie warunki i benefity otrzymasz?

  • 190-210 PLN godzinowo (B2B)
  • B2B - Elastyczne godziny pracy (100%)
  • 23000-25500 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
  • Parking rowerowy
  • 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.