1KOMMA5°
Working Student - Product Designer(m/w/x)
Part-timeWorking StudentWith Homeoffice
Berlin, Hamburg, München
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1K1KOMMA5°
Working Student Data Science Forecasting(m/w/x)
Hamburg, Berlin, München
Part-timeWorking StudentWith Home Office
Data Science
Nejo AI Summary
Developing time-series forecasting models for PV generation and EV charging. Solid Python, pandas, and scikit-learn skills required. Remote work, entry into a thriving scaleup.
Requirements
- Enrolled in Bachelor’s/Master’s in Data Science, Computer Science, Statistics, Mathematics, Physics, or equivalent quantitative field
- Solid Python coding skills and familiarity with pandas, numpy, scikit-learn
- Solid theoretical understanding of machine learning principles, statistical analysis, model architectures, and evaluation metrics
- Enthusiasm for troubleshooting data quality bugs and validating model outcomes
- Team-oriented mindset and enjoyment of agile environments and collaboration
- Genuine interest in renewable energy, battery storage, smart grids, or electricity markets
- First touchpoints with cloud-based infrastructure (GCP, AWS, Azure), containerized workflows, and data warehouse solutions
- Understanding of relational databases and confidence writing SQL queries
- Hands-on experience using generative AI tools, prompt engineering, or configuring AI coding assistants
- Initial experience with data pipeline tools like SQLMesh or dbt
- Basic understanding of visualization tools like Grafana or Looker
Tasks
- Support development of time-series forecasting models
- Train and test PV generation, household load, heat pump consumption, and EV charging models
- Build and improve machine learning forecasting models
- Retrain forecasting models as needed
- Monitor and update production forecasting models and pipelines
- Troubleshoot issues in production environments
- Build robust data transformation pipelines using SQLMesh and BigQuery
- Pre-process large streams of data
- Backtest forecast models using internal simulation framework
- Analyze forecast errors' impact on EMS optimization yield
- Write and structure behaviors for autonomous AI agents
- Test AI agent workflows
- Maintain clear technical documentation in Notion
- Collaborate with Optimization and Data Engineers during sprint cycles
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- pandas
- numpy
- scikit-learn
- GCP
- AWS
- Azure
- SQL
- SQLMesh
- dbt
- Grafana
- Looker
Benefits
Informal Culture
- Direct contact with decision-makers
Startup Environment
- Entry into thriving scaleup
Flexible Working
- Remote work (Germany-wide)
Healthcare & Fitness
- EGYM Wellpass
Corporate Discounts
- Futurebens benefits and discounts
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of 1KOMMA5° and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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Not a perfect match?
- 1KOMMA5°
Working Student IT Support Specialist(m/w/x)
Part-timeWorking StudentWith HomeofficeHamburg, Berlin, München - Encavis AG
Berufsbegleitendes Studium - Data Science & Artificial Intelligence (M.Sc.) / Master@Encavis(m/w/x)
Part-timeTemporary contractWith HomeofficeJuniorHamburgfrom 1,400 / month - 1KOMMA5°
Werkstudent:in Energy Operations(m/w/x)
Part-timeWorking StudentWith HomeofficeBerlin, Hamburg, München - MB Energy
Working Student Business Analytics(m/w/x)
Part-timeWorking StudentWith HomeofficeHamburg
1K1KOMMA5°
Working Student Data Science Forecasting(m/w/x)
Hamburg, Berlin, München
Part-timeWorking StudentWith Home Office
Data Science
Nejo AI Summary
Developing time-series forecasting models for PV generation and EV charging. Solid Python, pandas, and scikit-learn skills required. Remote work, entry into a thriving scaleup.
Requirements
- Enrolled in Bachelor’s/Master’s in Data Science, Computer Science, Statistics, Mathematics, Physics, or equivalent quantitative field
- Solid Python coding skills and familiarity with pandas, numpy, scikit-learn
- Solid theoretical understanding of machine learning principles, statistical analysis, model architectures, and evaluation metrics
- Enthusiasm for troubleshooting data quality bugs and validating model outcomes
- Team-oriented mindset and enjoyment of agile environments and collaboration
- Genuine interest in renewable energy, battery storage, smart grids, or electricity markets
- First touchpoints with cloud-based infrastructure (GCP, AWS, Azure), containerized workflows, and data warehouse solutions
- Understanding of relational databases and confidence writing SQL queries
- Hands-on experience using generative AI tools, prompt engineering, or configuring AI coding assistants
- Initial experience with data pipeline tools like SQLMesh or dbt
- Basic understanding of visualization tools like Grafana or Looker
Tasks
- Support development of time-series forecasting models
- Train and test PV generation, household load, heat pump consumption, and EV charging models
- Build and improve machine learning forecasting models
- Retrain forecasting models as needed
- Monitor and update production forecasting models and pipelines
- Troubleshoot issues in production environments
- Build robust data transformation pipelines using SQLMesh and BigQuery
- Pre-process large streams of data
- Backtest forecast models using internal simulation framework
- Analyze forecast errors' impact on EMS optimization yield
- Write and structure behaviors for autonomous AI agents
- Test AI agent workflows
- Maintain clear technical documentation in Notion
- Collaborate with Optimization and Data Engineers during sprint cycles
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- pandas
- numpy
- scikit-learn
- GCP
- AWS
- Azure
- SQL
- SQLMesh
- dbt
- Grafana
- Looker
Benefits
Informal Culture
- Direct contact with decision-makers
Startup Environment
- Entry into thriving scaleup
Flexible Working
- Remote work (Germany-wide)
Healthcare & Fitness
- EGYM Wellpass
Corporate Discounts
- Futurebens benefits and discounts
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of 1KOMMA5° and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
1KOMMA5°
Industry
EnergyAutomation
Description
Das Unternehmen ist ein marktführendes CleanTech Unicorn, das CO2-neutrale Energiesysteme installiert und über die KI-basierte Softwareplattform Heartbeat AI den Zugang zum Strommarkt der Zukunft ermöglicht.
Not a perfect match?
- 1KOMMA5°
Working Student - Product Designer(m/w/x)
Part-timeWorking StudentWith HomeofficeBerlin, Hamburg, München - 1KOMMA5°
Working Student IT Support Specialist(m/w/x)
Part-timeWorking StudentWith HomeofficeHamburg, Berlin, München - Encavis AG
Berufsbegleitendes Studium - Data Science & Artificial Intelligence (M.Sc.) / Master@Encavis(m/w/x)
Part-timeTemporary contractWith HomeofficeJuniorHamburgfrom 1,400 / month - 1KOMMA5°
Werkstudent:in Energy Operations(m/w/x)
Part-timeWorking StudentWith HomeofficeBerlin, Hamburg, München - MB Energy
Working Student Business Analytics(m/w/x)
Part-timeWorking StudentWith HomeofficeHamburg