Data Science Engineer with Expertise in Revenue Management and Machine Learning
11 hours ago
Company Overview
At AVENGA, we are committed to delivering cutting-edge solutions that drive business growth and improve operational efficiency. Our team of experts is dedicated to leveraging data science and machine learning to create innovative products that meet the evolving needs of our clients.
Salary and Benefits
We offer a competitive salary and a comprehensive benefits package, including free coffee, bike parking, and a playroom. Our startup atmosphere fosters collaboration, creativity, and innovation, making it an ideal place for professionals to grow and develop their skills.
Job Description
We are seeking a highly skilled Data Science Engineer to join our Operations Research team. As a key member of this team, you will apply your expertise in revenue management and machine learning to develop advanced data models and algorithms that drive business growth and improve operational efficiency.
Key Responsibilities
- Develop and implement data-driven solutions that leverage statistical and machine learning techniques
- Collaborate with software engineers to design and implement production-quality code for AI/ML models
- Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable predictions
- Assess the effectiveness and accuracy of new data sources, data gathering, and forecasting techniques
- Leverage existing statistical and machine learning tools to enhance in-house algorithms
- Develop processes and tools to monitor and analyze data accuracy and models' performance
- Demonstrate software to customers and perform value-adding benchmarks
Required Skills and Qualifications
To be successful in this role, you will need:
- Expert-level knowledge of revenue management models and algorithms
- Proven ability to apply modeling and analytical skills to real-world problems
- 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
- Understanding of airline distribution, pricing, revenue management, NDC, and Offer/Order Management concepts
- Strong programming skills in languages such as Python, SQL, R, and TensorFlow
Benefits
- Free coffee and snacks
- Bike parking and secure storage
- A playroom for relaxation and recreation
Others
We are committed to creating a workplace that values diversity, equity, and inclusion. We strive to build a culture where everyone feels welcome, respected, and empowered to contribute their best work.
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