Dein persönlicher KI-Karriere-Agent
Data Scientist(m/w/x)
Developing next-gen forecasting models for an iconic global apparel brand, optimizing AI for performance. Extensive time series forecasting with ML/DL frameworks, zero-shot models required. On-site gym, 50% discount on apparel brands.
Anforderungen
- 3-5 years Data Science experience, forecasting & optimization specialization
- Master's or Ph.D. in CS, Data Science, ML, or Engineering
- Extensive experience in advanced forecasting & time series modelling
- Proficiency in ensemble, hierarchical, multivariate, probabilistic forecasting, prediction intervals
- Strong Python programming skills
- Deep knowledge of Python scientific libraries (pandas, numpy, scikit-learn, matplotlib)
- Deep knowledge of specialized Python packages (neural forecast, stats models, prophet, xgboost, lightgbm)
- Exposure to optimization techniques (linear/non-linear, constrained)
- Skilled in evaluating forecasting models (time-series cross-validation, back-testing)
- Strong grasp of MAE, MAPE, RMSE, SMAPE, prediction interval coverage
- Proficiency in writing efficient SQL queries
- Experience in using Git and GitHub for version control
- Experience in collaborative model development in agile environments
- Hands-on experience with cloud environments (AWS or Azure)
- Proficiency in using Databricks for collaborative development
- Familiarity with MLflow for experiment tracking
Aufgaben
- Design state-of-the-art AI solutions for pricing.
- Develop state-of-the-art AI solutions for pricing.
- Implement state-of-the-art AI solutions for pricing.
- Interpret model recommendations for stakeholders.
- Improve stakeholder understanding of solutions.
- Strengthen stakeholder trust in proposed solutions.
- Develop next-gen forecasting models.
- Maintain next-gen forecasting models.
- Develop pricing optimization systems.
- Maintain pricing optimization systems.
- Optimize AI models for performance.
- Fine-tune AI models for scalability.
- Ensure AI model accuracy.
- Collaborate with engineers, architects, and product owners.
- Co-create value-added analytics solutions.
- Present findings and recommendations to stakeholders.
- Embed AI capability in the business.
- Build AI trust in the business community.
- Drive AI and Gen.AI transformation.
- Stay updated on AI and machine learning advancements.
- Apply advancements to enhance fashion products.
- Apply advancements to enhance fashion services.
Berufserfahrung
- 3 - 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- XGBoost
- LightGBM
- NeuralForecast
- N-BEATS
- Python
- pandas
- numpy
- scikit-learn
- matplotlib
- stats models
- prophet
- SQL
- Git
- GitHub
- AWS
- Azure
- Databricks
- Spark
- MLflow
Benefits
Lockere Unternehmenskultur
- Supportive feedback-based culture
- Inclusive international environment
Gesundheits- & Fitnessangebote
- On-site gym
Mitarbeiterrabatte
- 50% discount on VF brands
Snacks & Getränke
- Complimentary hot drinks
Noch nicht perfekt?
- Timberland EMEAVollzeitnur vor OrtManagementStabio
- The North Face
Senior Manager, Performance Marketing(m/w/x)
Vollzeitnur vor OrtSeniorStabio - The North Face
Senior Manager, Performance Marketing(m/w/x)
Vollzeitnur vor OrtSeniorStabio - VF Corporation
Senior Manager - Business Process Owner (BPO) - Supply Chain Finance(m/w/x)
Vollzeitnur vor OrtSeniorStabio - VF
Senior Manager - Business Process Owner (BPO) - Supply Chain Finance(m/w/x)
Vollzeitnur vor OrtManagementStabio
Data Scientist(m/w/x)
Developing next-gen forecasting models for an iconic global apparel brand, optimizing AI for performance. Extensive time series forecasting with ML/DL frameworks, zero-shot models required. On-site gym, 50% discount on apparel brands.
Anforderungen
- 3-5 years Data Science experience, forecasting & optimization specialization
- Master's or Ph.D. in CS, Data Science, ML, or Engineering
- Extensive experience in advanced forecasting & time series modelling
- Proficiency in ensemble, hierarchical, multivariate, probabilistic forecasting, prediction intervals
- Strong Python programming skills
- Deep knowledge of Python scientific libraries (pandas, numpy, scikit-learn, matplotlib)
- Deep knowledge of specialized Python packages (neural forecast, stats models, prophet, xgboost, lightgbm)
- Exposure to optimization techniques (linear/non-linear, constrained)
- Skilled in evaluating forecasting models (time-series cross-validation, back-testing)
- Strong grasp of MAE, MAPE, RMSE, SMAPE, prediction interval coverage
- Proficiency in writing efficient SQL queries
- Experience in using Git and GitHub for version control
- Experience in collaborative model development in agile environments
- Hands-on experience with cloud environments (AWS or Azure)
- Proficiency in using Databricks for collaborative development
- Familiarity with MLflow for experiment tracking
Aufgaben
- Design state-of-the-art AI solutions for pricing.
- Develop state-of-the-art AI solutions for pricing.
- Implement state-of-the-art AI solutions for pricing.
- Interpret model recommendations for stakeholders.
- Improve stakeholder understanding of solutions.
- Strengthen stakeholder trust in proposed solutions.
- Develop next-gen forecasting models.
- Maintain next-gen forecasting models.
- Develop pricing optimization systems.
- Maintain pricing optimization systems.
- Optimize AI models for performance.
- Fine-tune AI models for scalability.
- Ensure AI model accuracy.
- Collaborate with engineers, architects, and product owners.
- Co-create value-added analytics solutions.
- Present findings and recommendations to stakeholders.
- Embed AI capability in the business.
- Build AI trust in the business community.
- Drive AI and Gen.AI transformation.
- Stay updated on AI and machine learning advancements.
- Apply advancements to enhance fashion products.
- Apply advancements to enhance fashion services.
Berufserfahrung
- 3 - 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- XGBoost
- LightGBM
- NeuralForecast
- N-BEATS
- Python
- pandas
- numpy
- scikit-learn
- matplotlib
- stats models
- prophet
- SQL
- Git
- GitHub
- AWS
- Azure
- Databricks
- Spark
- MLflow
Benefits
Lockere Unternehmenskultur
- Supportive feedback-based culture
- Inclusive international environment
Gesundheits- & Fitnessangebote
- On-site gym
Mitarbeiterrabatte
- 50% discount on VF brands
Snacks & Getränke
- Complimentary hot drinks
Über das Unternehmen
VF Corporation
Branche
Fashion
Beschreibung
The company is a global apparel company connecting people to sustainable and active lifestyles through iconic brands.
Noch nicht perfekt?
- Timberland EMEA
Senior Planner Margin & Profitability(m/w/x)
Vollzeitnur vor OrtManagementStabio - The North Face
Senior Manager, Performance Marketing(m/w/x)
Vollzeitnur vor OrtSeniorStabio - The North Face
Senior Manager, Performance Marketing(m/w/x)
Vollzeitnur vor OrtSeniorStabio - VF Corporation
Senior Manager - Business Process Owner (BPO) - Supply Chain Finance(m/w/x)
Vollzeitnur vor OrtSeniorStabio - VF
Senior Manager - Business Process Owner (BPO) - Supply Chain Finance(m/w/x)
Vollzeitnur vor OrtManagementStabio