Data Scientist Analytics and ML
Job Summary
Youllfind us in 95% of international airports working closely with over 2500 transportation and government clients. Each partnership brings unique challenges and we thrive on delivering fresh solutions andcutting-edgetech to keep operations running like clockwork. Wedontjust move the world forwardwereproud to be recognized as aGreat Place to Workby 79% of our employees and certified in most of our growing locations. Here we feel empowered supported and inspired to grow.
Are you ready to love your job
The adventure begins right here with you at SITA.
As Data Scientist Machine Learning and Analytics you will make the operational data ofOCCAssistant Manager SITAs AI-powered Operations Control Center solution for airline disruption management speak:automatically reconstructing disruptions from Ops Control and Crew Control data explaining how airlines resolved them and quantifying the value created byOCCAssistant Manager.
You will analyze operational database changes such as delaysaircraftswaps crew swaps and operational activities build trusted analytical models measureOCCAssistant Managerusage and solution quality and create business cases that show airline savings.
Reporting to the Head of Disruption Management Solutions (OCCAssistant Manager) you will be part of theOCCAssistant Managerteam.
Design and build the databases data models and processes needed to analyze operational data
Reconstruct operational disruptions automatically from Ops Control and Crew Control database changes
Aggregate events such as aircraft swaps crew swaps delays and operational activities into a clear view of what happened during the day
Analyze how the airline resolved each disruption whether OCC Assistant Managerwas used and whether OCC Assistant Managerproposed good solutions
Create customer-facing reports dashboards and business cases that quantify OCCAssistant Managervalue savings and operational impact
Create internal KPIs metrics and management reporting to improve the product and understand customer operations
Apply machine learning where it adds value: disruption detection pattern detection forecasting anomaly detection or risk scoring
Support Science onboarding and automatic OCC Assistant Managerconfiguration with exploratory analysis and data-driven insight
Demonstrated ability to write advanced SQL queries and analyze complex operational database changes over time
Proficiency in Python for data processing event aggregation and analysis using pandas scikit-learn or similar
Ability to define KPIs value metrics and business cases that connect operational events to customer savings
Proven capability to identify patterns in operational changes and determine when to use machine learning versus simpler analysis
Experience building clear dashboards and analytical products that explain disruptions resolutions and OCC Assistant Manager value
Ability to validate whether data is correct from an operational and business perspective
Strong communication skills with the ability to engage effectively with technical operational and customer-facing stakeholders
A curious rigorous mindset comfortable with messy real-world operational data
Motivation to learn airlineOCC workflows crew-control concepts and the OCC Assistant Manager data model
Experience with airline operations Ops Control Crew ControlOCCKPIs or disruption management
Were all about diversity. We operate in 200 countries and speak 60 different languages and cultures. Were really proud of our inclusive environment. Our offices are comfortable and fun places to work and we make sure you get to work from home too. Find out what its like to join our team and take a step closer to your best life ever.
Flex Week: Work from home up to 2 days/week (depending on your teams needs)
Flex Day: Make your workday suit your life and plans.
Flex-Location: Take up to 30 days a year to work from any location in the world.
Employee Wellbeing: We have got you covered with our Employee Assistance Program (EAP) for you and your dependents 24/7 365 days/year. We also offer Champion Health - a personalized platform that supports a range of wellbeing needs.
Professional Development: Level up your skills with our training platforms including LinkedIn Learning!
Competitive Benefits: Competitive benefits that make sense with both your local market and employment status.
SITA is an Equal Opportunity Employer. We value a diverse support of our Employment Equity Program we encourage women aboriginal people members of visible minorities and/or persons with disabilities to apply and self-identify in the application process.
Required Experience:
IC
About Company
At SITA we lead one of the most exciting and advanced industries in the world. With us, there are no limits for people looking to explore the edges of possibility and beyond. We are the world’s leading specialist in air transport communications and information technology. Around the ... View more