Senior Machine Learning Engineer (m/f/d)
Senior Machine Learning Engineer (m/f/d)
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Job Description
Join our team of machine learning experts at SIXT to develop and implement cutting-edge models specifically tailored for price optimization! As Machine Learning Engineer (m/f/d) in the department of Revenue Management & Price Optimization you will work closely with data scientists to deploy low latency services in production with the objective to infer customer willingness to pay and optimize bid pricing leveraging theories of opportunity cost. Your work will directly influence pricing strategies for millions of customers. Join us in Pullach near Munich!
YOUR ROLE AT SIXT
- Model Deployment and Optimization: You collaborate with data scientists to deploy and optimize machine learning models focused on price optimization ranging from an array of techniques including and not limited to Neural Networks Gradient Boosting methods Genetic Algorithms Linear Programming and Time Series Forecasting
- Build and Maintain ML Pipelines: You design develop and maintain robust pipelines specifically for deploying and scaling machine learning models that drive dynamic pricing strategies. Ensure these pipelines are scalable reliable and seamlessly integrated with the companys existing systems
- Cross-Functional Collaboration: You work closely with data scientists product managers and software engineers to transform experimental models into operational systems that effectively drive pricing optimization and enhance business outcomes
- Monitoring and Performance Tuning: You continuously monitor deployed models for performance and accuracy. Implement feedback loops and conduct regular updates to refine models in response to market changes and business needs
- Scalability and Automation: You automate tasks and build infrastructure capable of handling large-scale data processing and complex model serving ensuring systems are scalable and capable of executing real-time pricing adjustments
- Knowledge Sharing: You document best practices and deployment workflows related to price optimization. Share technical insights and model impacts with both technical and non-technical stakeholders to foster understanding and drive strategic decisions
YOUR SKILLS MATTER
- Strong Foundations in Machine Learning Engineering: Experience in building deploying and maintaining ML models in production environments
- Proficiency in Python and ML Frameworks: Skilled in production-oriented machine learning frameworks such as TensorFlow PyTorch and Scikit-learn
- Experience with ML Pipeline Tools: Familiarity with tools like MLflow and Airflow for managing machine learning workflows
- Understanding of Causal Inference Models: Knowledge of A/B testing difference-in-differences propensity score matching and double machine learning as they relate to pricing
- Cloud and Big Data Experience: Hands-on experience with cloud platforms (AWS) and big data technologies like Spark Dask or Polars
- Collaboration and Communication Skills: Ability to work effectively with cross-functional teams understanding modeling requirements and translating them into scalable engineering solutions.
- Problem-Solving Mindset: Proactive approach and a passion for solving complex pricing challenges through advanced engineering solutions
WHAT WE OFFER
- Extra benefits Enjoy discounts on SIXT rent share ride and SIXT attractive vehicle leasing offers and exclusive deals with partners for travel tech fashion and more
- Mobility boost We support you with a monthly mobility allowance of 20 per month for even more freedom
- Future security We contribute to your retirement plan and support you with capital-forming benefits to ensure you are well covered
- Feel-good atmosphere Stay active with our modern SIXT gym various leisure activities like the gaming area or the SIXT choir and enjoy our high-quality employee restaurant
- Flexibility Enjoy 30 days of vacation and a hybrid working model with flexible hours
- Giving back Take one day each year to volunteer at a charitable organization dedicated to supporting children
Additional Information :
About us:
We are a globally leading mobility service provider with a revenue of 4.00 billion and around 9000 employees worldwide. Our mobility platform ONE combines our products SIXT rent (car rental) SIXT share (car sharing) SIXT ride (taxi ride and chauffeur services) and SIXT (car subscription) giving our customers access to our fleet of 350000 vehicles the services of 4000 cooperation partners and around 5 million drivers worldwide. Together with our franchise partners we are present in more than 110 countries at 2000 rental stations. At SIXT top-tier customer experience and outstanding customer service are our highest priorities. We believe in true entrepreneurship and long-term stability and align our corporate strategy with foresight. Get started with us and apply now!
Remote Work :
No
Employment Type :
Full-time
Employment Type
Full-time
