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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.
Requirements
- 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
Tasks
- 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
Work Experience
- approx. 4 - 6 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- constraint programming
- linear/integer programming
- heuristic optimization methods
- time series forecasting
- regression
- optimization algorithms
- reinforcement learning
- Python
- Git
- AWS
Benefits
More Vacation Days
- 30 days of vacation
Flexible Working
- Hybrid working model
- Flexible hours
Corporate Discounts
- SIXT discounts
- Exclusive partner deals
Company Vehicle
- Vehicle leasing offers
Additional Allowances
- Monthly mobility allowance (€20)
Retirement Plans
- Retirement plan contribution
Other Benefits
- Capital-forming benefits
Healthcare & Fitness
- Modern SIXT gym
Team Events
- Leisure activities
Free or Subsidized Food
- Employee restaurant
Social Impact
- Volunteer day
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Noch nicht perfekt?
- FINNVollzeitmit HomeofficeBerufserfahrenMünchenab 80.000 / Jahr
- SIXT
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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.
Requirements
- 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
Tasks
- 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
Work Experience
- approx. 4 - 6 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- constraint programming
- linear/integer programming
- heuristic optimization methods
- time series forecasting
- regression
- optimization algorithms
- reinforcement learning
- Python
- Git
- AWS
Benefits
More Vacation Days
- 30 days of vacation
Flexible Working
- Hybrid working model
- Flexible hours
Corporate Discounts
- SIXT discounts
- Exclusive partner deals
Company Vehicle
- Vehicle leasing offers
Additional Allowances
- Monthly mobility allowance (€20)
Retirement Plans
- Retirement plan contribution
Other Benefits
- Capital-forming benefits
Healthcare & Fitness
- Modern SIXT gym
Team Events
- Leisure activities
Free or Subsidized Food
- Employee restaurant
Social Impact
- Volunteer day
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
SIXT
Industry
Transportation
Description
The company is a globally leading mobility service provider offering car rental, car sharing, taxi services, and car subscriptions.
Noch nicht perfekt?
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