Principal Data Scientist Engineer (Remote)
31900-35300 PLN miesięcznie (B2B)
Infolet sp. z o.o.
Czym będziesz się zajmować?
PROJECTInterested 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:
- MLOps within the enterprise CI/CD process for ML models
- Experience deploying ML APIs in production environments in GCP using GKE
- Experience in using GCP Vertex AI for ML and BigQuery
- Knowledge in Terraform and Containers technologies
- Experience writing data processing jobs using GCP Dataflow and Dataproc
- Experience setting up ML model monitoring and autoscaling for ML prediction jobs
- 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.