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Senior Data Scientist Workforce Optimization(m/w/x)
Designing and refining time series prediction and capacity optimization solutions for workforce planning at a global mobility service provider. Resource planning, scheduling, and capacity optimization experience required. 30 days vacation, vehicle leasing offers.
Anforderungen
- Experience in resource planning, scheduling, capacity optimization
- Proficiency in modern ML techniques
- Analytical depth and business acumen
- Ability to translate complex business problems
- Clear communication of findings
- Expertise in Python for data analysis, modelling, deployment
- Experience with version control systems (e.g., Git)
- Experience with cloud technologies (preferably AWS)
- Efficient interaction with stakeholders
Aufgaben
- Translate business problems into technical solutions
- Design, develop, refine, and test time series prediction solutions
- Design, develop, refine, and test capacity optimization solutions
- Design, develop, refine, and test time models
- Understand operational dynamics
- Build models balancing service levels and resource efficiency
- Apply models across tactical and strategic planning horizons
- Stay updated on forecasting techniques and optimizations research
- Apply classical or greedy solutions when relevant
- Collaborate with stakeholders, MLOps engineers, and developers
- Deploy end-to-end solutions
- Continuously improve models
Berufserfahrung
- ca. 4 - 6 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- constraint programming
- linear/integer programming
- heuristic optimization methods
- time series forecasting
- regression
- optimization algorithms
- reinforcement learning
- Python
- Git
- AWS
Benefits
Mehr Urlaubstage
- 30 days of vacation
Flexibles Arbeiten
- Hybrid working model
- Flexible hours
Mitarbeiterrabatte
- SIXT discounts
- Exclusive partner deals
Firmenwagen
- Vehicle leasing offers
Sonstige Zulagen
- Monthly mobility allowance (€20)
Betriebliche Altersvorsorge
- Retirement plan contribution
Sonstige Vorteile
- Capital-forming benefits
Gesundheits- & Fitnessangebote
- Modern SIXT gym
Team Events & Ausflüge
- Leisure activities
Gratis oder Vergünstigte Mahlzeiten
- Employee restaurant
Gemeinnützige Ausrichtung
- Volunteer day
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Senior Data Scientist Workforce Optimization(m/w/x)
Designing and refining time series prediction and capacity optimization solutions for workforce planning at a global mobility service provider. Resource planning, scheduling, and capacity optimization experience required. 30 days vacation, vehicle leasing offers.
Anforderungen
- Experience in resource planning, scheduling, capacity optimization
- Proficiency in modern ML techniques
- Analytical depth and business acumen
- Ability to translate complex business problems
- Clear communication of findings
- Expertise in Python for data analysis, modelling, deployment
- Experience with version control systems (e.g., Git)
- Experience with cloud technologies (preferably AWS)
- Efficient interaction with stakeholders
Aufgaben
- Translate business problems into technical solutions
- Design, develop, refine, and test time series prediction solutions
- Design, develop, refine, and test capacity optimization solutions
- Design, develop, refine, and test time models
- Understand operational dynamics
- Build models balancing service levels and resource efficiency
- Apply models across tactical and strategic planning horizons
- Stay updated on forecasting techniques and optimizations research
- Apply classical or greedy solutions when relevant
- Collaborate with stakeholders, MLOps engineers, and developers
- Deploy end-to-end solutions
- Continuously improve models
Berufserfahrung
- ca. 4 - 6 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- constraint programming
- linear/integer programming
- heuristic optimization methods
- time series forecasting
- regression
- optimization algorithms
- reinforcement learning
- Python
- Git
- AWS
Benefits
Mehr Urlaubstage
- 30 days of vacation
Flexibles Arbeiten
- Hybrid working model
- Flexible hours
Mitarbeiterrabatte
- SIXT discounts
- Exclusive partner deals
Firmenwagen
- Vehicle leasing offers
Sonstige Zulagen
- Monthly mobility allowance (€20)
Betriebliche Altersvorsorge
- Retirement plan contribution
Sonstige Vorteile
- Capital-forming benefits
Gesundheits- & Fitnessangebote
- Modern SIXT gym
Team Events & Ausflüge
- Leisure activities
Gratis oder Vergünstigte Mahlzeiten
- Employee restaurant
Gemeinnützige Ausrichtung
- Volunteer day
Über das Unternehmen
SIXT
Branche
Transportation
Beschreibung
The company is a globally leading mobility service provider offering car rental, car sharing, taxi services, and car subscriptions.
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