Senior Machine Learning Engineer – Time Series & Forecasting (w/m/d)
Tasks
- Build MLOps setups across cloud and on prem environments
- Build end to end pipelines for data preparation and feature generation
- Communicate technical solution concepts with customers
- Deploy machine learning models to production systems
- Develop Machine Learning solutions for anomaly detection
- Develop Machine Learning solutions for forecasting
- Develop Machine Learning solutions for predictive maintenance
- Evaluate models for forecasting
- Integrate models into industrial or production near systems
- Monitor model performance in production
- Present solution concepts during sales process
- Research time series forecasting developments and apply to projects
Perks/Benefits
- Childcare subsidy
- Deutschlandticket discount
- Employee discounts
- Flexible working hours
- Mentoring
- Professional development
- Remote work
- Team events
- Travel opportunities
- Wellness benefits
- Wellpass Discount
Skills/Tech-stack
APIs | ARIMA | Anomaly Detection | Backtesting | CI/CD | Containers | Deep learning | ETS | Feature Engineering | Hierarchical reconciliation | Horizon forecasting | LightGBM | Machine Learning | Monitoring | Multi Horizon Forecasting | Neural Networks | Predictive Maintenance | Probabilistic Forecasting | PyTorch | Python | Scikit-learn | Series forecasting | Testing | Time Series | Time Series Forecasting | Version control | XGBoost
Education
N/A
Related jobs
-
Data Analysis | Deep learning | Machine Learning | NumPy | PandasCompany bike | Corporate discounts | Health awareness | Hybrid work | Inclusive work environmentEntry-level Full TimeMonheim, North Rhine Westfalia, DE R1h ago
-
Airbyte | Anomaly Detection | DBT | Data Governance | Data LineageCompany off-sites | Employee equity or options | Flexible working culture | Home office setup stipend | Remote-first setupSenior-level Full TimeGermany R6h ago
-
API Integration | AWS Lambda | AWS Secrets | AWS Secrets Manager | AWS Systems ManagerCollaborative ownership driven engineering culture | Continuous learning and professional development | Flexible working hours | Fully remote across Europe | Work-life balanceMid-level Full TimeGermany R7h ago
-
Data Analysis | Data Visualization | Excel | FMEA | KPI DevelopmentCafeteria | Employee discounts | Free parking | Health screening | Training and developmentEntry-level InternshipKöln, NW, DE, 511498h ago
-
API Integration | Banking integrations | CRM | CrewAI | DATEVDeutschland-Ticket subsidy | Employer pension contribution | Fitness and wellness benefits | Free snacks and beverages | Hardware allowanceMid-level Part TimeOffice Stuttgart, Office Berlin, Homeoffice Berlin, … R16h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Competitive salary | Laid-back atmosphere | Remote/distributed workMid-level Full TimeBerlin, Germany19h ago
-
Bash | Data Processing | Docker | GCP | Infrastructure as CodeMid-level Full TimeHamburg, Germany20h ago
-
AWS ECS | CI/CD | Cloud platform | CloudFormation | DBTAfter work drinks | Company events | Flexible communication culture | Team lunchesSenior-level Full TimeHamburg, HH, Germany22h ago
-
AWS CloudFormation | Amazon ECS | CI/CD | DBT | DagsterAfterwork drinks | Company events | Inclusion culture | Paid time off | Team lunchesSenior-level Full TimeHamburg, HH, Germany22h ago
-
APIs | Agent systems | Cloud platform | Conversational AI | Google CloudTravel up to 50%Senior-level Full TimeMunich, Germany23h ago
-
API Authentication | API Keys | Apache Airflow | CI/CD | DBTFlexible collaboration hours | Fully remote work | High ownership | Work-life balanceSenior-level Full TimeGermany R23h ago
-
AI infrastructure | Benchmarking | Bottleneck analysis | Cloud Computing | Deep learningContinuous learning | Flexible location | Fully remote | Professional development | Technical autonomyMid-level Full TimeGermany R23h ago
-
Finance Data Engineer EUR 56K-84KAirflow | Autogen | Azure Data | Azure Data Factory | BAPIsCompany events | Enhanced parental leave | Family emergency leave | Gym membership | Learning allowanceSenior-level Full TimeMunich R1d ago
-
Global Reporting System Developer (m/w/d) EUR 72K-72K.NET | Agile | Apache Hop | Artificial Intelligence | Big DataMid-level Full TimeMagdeburg, SA, Germany1d ago
-
AI APIs | AWS | Agentic Workflows | Algorithms | CI/CDCompany pension scheme | Complimentary broker subscription | Deutschland Jobticket | Discounted sports activities | Education budgetEntry-level Full TimeMünchen, BY, Germany1d ago
-
Junior Data Engineer EUR 30K-32KAirbyte | Airflow | Amazon Web Services | BigQuery | CI/CDDaycare Benefits | Deutschland ticket | Gym and fitness membership | Health and wellness benefits | Healthy MealsEntry-level Full TimeBerlin R1d ago
-
Deployment Robotics Engineer EU (m/f/d) EUR 55K-68K3D scanning | 6 axis robot arms | API Integration | C++ | Camera CalibrationFood at office | Meals covered | Travel and accommodation covered | WellpassMid-level Full TimeStuttgart Schockenriedstr. 171d ago
-
(Senior) AI Engineer (all genders) EUR 65K-75KCloud Platforms | Containerization | DevOps | Docker | LLM Inference30 days vacation | Bio Fruit Vegetable | Businessbike | Company fitness | E-learning reimbursementMid-level Full TimeBremen, Munich, Mannheim, Mainz, Berlin, Remote R1d ago
-
Chatbot LLM Engineer (all genders) EUR 45K-66KAPI Integration | Agile | LLM | Language Models | Large Language Models30 days vacation | Business bike | Company fitness | E-learning reimbursement | Family-friendly supportMid-level Full TimeBremen, Munich, Mannheim, Mainz, Berlin, Remote R1d ago
-
AI Engineer (f/m/d) EUR 55K-79KA/B | A/B Testing | Agile | B testing | DockerConference support | Corporate benefits | Hackathons | Jobrad | Mental health supportEntry-level Full TimeBerlin, Germany1d ago
-
Amazon Redshift | Data Modeling | Data Pipelines | Data Warehousing | Database DesignSenior-level Full TimeGermany R1d ago
-
Cloud infrastructure | Data Pipelines | Debugging | ETL | Google ColabCareer growth opportunities | Continuous learning opportunities | Coworking access | Flexible work hours | Fully remoteMid-level Full TimeGermany R1d ago
-
A/B | A/B Testing | Ablation Studies | Artificial Intelligence | B testingSenior-level Full TimeBerlin, Germany1d ago
-
Principal AI Researcher, LLM EUR 67K-93KAutomatic Speech Recognition | Dialog Systems | Fine Tuning | Generative AI | Language ModelsAnnual bonus opportunity | Company retirement plan contribution | Equity awards | Hybrid work | Insurance coverageSenior-level Full TimeAachen, Germany1d ago
-
GenAI / Agentic AI Engineer (all genders) EUR 47K-47KAWS | Agentic AI | Azure | CI/CD | Clean CodeElternzeit-Unterstützung | Flexible Arbeitszeitmodell | Reisebereitschaft | Remote-Arbeit | WeiterbildungsmoeglichkeitenSenior-level Full TimeKronberg, Campus Kronberg 1, Germany1d ago