Data Science Leader for Airline Industry
1 day ago
A Data Science Engineer is required to join our team at Infogain Technologies Sp. z o.o. to leverage advanced data analytics and machine learning techniques in the airline industry.
About the Role:
The ideal candidate will have expertise in statistical analysis, data modeling, and predictive analysis. As a key member of the Operations Research team, 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.
Main Responsibilities:
- Assess the effectiveness and accuracy of new data sources, data gathering, and forecasting techniques
- Develop custom data models and algorithms to apply to datasets 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
Requirements:
- Advanced degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning
- Proven ability to apply modeling and analytical skills to real-world problems
- Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.)
- Solid programming skills in R, SQL, Python, TensorFlow, PySpark, Java, JavaScript, or C++
- Graduate school-level knowledge of Revenue Management models and algorithms
Desirable Skills:
- MLOps within the enterprise CI/CD process for ML models
- Experience deploying ML APIs in production environments using GCP
- Knowledge in Terraform and Containers technologies
- Experience writing data processing jobs using GCP Dataflow and Dataproc
Benefits:
- Hybrid work model combining office & remote work
- Attractively located office with collaboration spaces
- Onsite parking space for employees
- Referral program with financial bonus
- Life Insurance
- Budget for development, clear career path with the possibility to gain experience in an international environment
- Access to internal Learning Platform with multiple trainings oriented for professional growth
What We Offer:
- Private healthcare package
- Sport subscription
- MyBenefit Platform
- Team building activities
- Charity initiatives
- Environment promoting diversity and inclusion
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