Energy Management ML Engineer
Energy Management ML Engineer
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Job Description
You will work as part of a team responsible for developing production ready solutions in control steering and optimisation of flex assets; and in bringing these solutions to successful business implementation and customer operation.
In broad terms this position is responsible for core feature maintenance monitoring and development of predictive algorithms as well as data modelling feature testing and performance evaluation dashboard creations data cleaning and insights generations.
Your primary responsibilities are to;
- Maintain & develop architecture for processing data in Azure data pipelines via Azure Databricks; Develop models & versioning using ML.
- Manage & deploy Azure Databricks inference notebooks and infrastructure for continuous retraining of machine learning models.
- Maintain & backup Databricks workspace and associated Data Lake environment.
- Second line support i.e. monitoring of forecast models and alarm/ dashboard development & integration into existing Platform Dashboards.
- Report & manage workload via Azure DevOps environment.
- Monitoring of operational costs performance and computational requirements via Azure to ensure a scalable and reliable system.
Qualifications :
We are looking for an outstanding candidate to join our Energy Management team to secure our inhouse competence as a Machine Learning Engineer. To suceed in this role a few years of relevant work experience are required.
Education;
- Master of science degree in a quantitative field e.g. applied engineering; computer science; data science (or similar).
Work experience;
Key techniques methods & processes that you must be grounded in include;
- Azure Cloud Services; Azure Functions; Azure DevOps
- Data Engineering
- Git
- ML algorithms
- MLOps
- Python Programming
Experience and demonstrable knowledge in the following would be a benefit
- Electrical engineering power electronics power systems
- Optimisation theory (especially linear programming) & applied methods
- Azure Databricks Delta Lake with Spark; Unity Catalogue
- Building Azure pipelines for automatic deployments
- Creating Azure functions with APIs for callable endpoints.
- Experience in creating installable Python packages
- Automatic deployments of GIT repos to Azure Functions
- OpenAPI specification & Swagger; FastAPI web framework
- MongoDB
Meritorious;
- Certified or Accredited professional qualifications
- A portfolio of developer work
Language;
Fluent in English; proficiency in Swedish is considered a plus
Personal profile;
- As a person you are analytical inquisitive committed and selfdriven with proven communication and interpersonal skills; You take ownership and pride in successful customer implementation and support in first commercial operation; You innovate regarding new ways of working and in developing our technical frameworks.
Additional Information :
We offer a challenging and international work environment and the possibility to work with some of the best in the field. You will be working in interdisciplinary teams and you can always count on support from committed colleagues as Ask and Share concept is essential for the way we work. We offer attractive employment conditions (smart working flexible working hours and a goodworklife balance) and opportunities for personal and professional development. Click here for further information.
Location: Stockholm Solna
For more information about the position you are welcome to contact hiring manager Dag Wstlund Data Science & AI. For more information about the recruitment process you are welcome to contact our recruiter Johanna Kollander
Trade Union representatives in Sweden via Vattenfalls switchboard.
Christer Gustafssonledarna
Juha Siipilehto
Christel Karlsson .
We welcome your application in English no later than 27:th of april. We kindly request that you do not send applications by any means other than via our website and that you refrain from submitting a cover letter with your application. You apply quickly and easily by answering screening questions and attaching your CV.
At Vattenfall we are convinced that diversity contributes to build a more profitable and attractive company and we strive to be a good role model regarding diversity. Vattenfall works actively for all employees to have the same opportunities and rights regardless of gender ethnicity age transgender identity or expression religion or other belief disability or sexual orientation. Click here for further information.
The security of Vattenfall and its employees is essential. For that reason a preemployment screening will be part of your recruitment process. The screening is based on the role you will fulfill within Vattenfall.
Since Vattenfall is a part of the Swedish critical infrastructure many of our services are security classed. If this position is security classed the final candidates might be subjected to a security vetting process according to the Swedish legislation.
We look forward to receiving your application!
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
