Data Scientist (Aviation)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (Aviation): Developing data pipelines, machine learning models, and complex optimization models for an operations decision-support product suite with an accent on operational research and supply chain efficiency. Focus on building production-grade solutions, integrating features into the technical stack, and translating complex operational challenges into analytical solutions.
Location: Remote (UK and Europe)
Company
is an industry-leading technology company specializing in aviation software, helping airlines modernize their operating models through cloud, data, and AI solutions.
What you will do
- Design, build, and deploy data science and optimization models for workforce planning and supply chain domains.
- Own use cases end-to-end from problem definition and modeling to production delivery.
- Prototype and industrialize machine learning and optimization models using Python.
- Build and maintain robust data pipelines, testing, logging, and CI/CD processes.
- Diagnose performance issues and optimize models for real-world operational constraints.
- Engage directly with business stakeholders to translate operational challenges into analytical solutions.
Requirements
- Recent, hands-on commercial experience with Operational Research and optimization.
- Strong experience with optimization techniques such as linear, non-linear, and mixed-integer programming.
- Proficiency in Python and optimization/data libraries like SciPy, OR-Tools, Gurobi, CPLEX, Pandas, and NumPy.
- Solid data engineering skills including SQL, data pipelines, and data quality management.
- Experience productionizing models using cloud platforms (AWS preferred), experiment tracking, and CI/CD.
- Excellent communication skills with the ability to engage confidently with non-technical stakeholders.
Culture & Benefits
- Opportunity to join a fast-growing technology company.
- Flexible working environment.
- Clear options for career advancement.
- Dedicated learning and development opportunities.
- Competitive salaries based on experience.
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