Senior Data & AI Engineer (all)
Aew Energie Ag
Hägglingen, Switzerland
4 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English, German Experience level
SeniorJob location
Hägglingen, Switzerland
Tech stack
API
Artificial Intelligence
Data analysis
Computer Programming
Data Architecture
Data Cleansing
Information Engineering
Data Integration
ETL
Data Warehousing
Python
Machine Learning
NoSQL
Power BI
Standard Sql
Azure
Software Engineering
SQL Databases
Data Streaming
Management of Software Versions
Data Processing
3d Solid and Surface Modeling
Feature Engineering
Data Ingestion
Model Validation
Kubernetes
Information Technology
Real Time Data
Kafka
Data Management
Machine Learning Operations
Data Lakehouse
Video Streaming
Data Pipelines
Databricks
Job description
- Develop and maintain ETL/ELT pipelines for data automation.
- Integrate data from diverse sources like APIs and sensors.
- Design modern data architectures for optimal data management., * Development and maintenance of ETL/ELT pipelines: automation of processes for continuous data processing (batch as well as real-time data)
- Integration of data from various sources such as APIs, sensors, streaming services or internal systems
- Design and modelling of modern data architectures (Data Lakehouse, Dimensional Data Marts)
- Implementation of methods for data cleansing, quality assurance and data security policies
- Conducting data exploration, feature engineering as well as statistical analyses to generate business insights
- Building and operating productive machine learning pipelines including monitoring and continuous model improvement
- Introduction and further development of MLOps practices to automate training, deployment, versioning and monitoring of models
Requirements
- Degree in Computer Science, Data Science, or similar fields required.
- Proficient in Python and SQL, with experience in data platforms.
- Familiar with MLOps tools and statistical methods for data analysis., * Completed studies (FH/University) in Computer Science, Data Science, Software Engineering, Business Informatics or a comparable field
- Several years of experience in data engineering, data ingestion and data platforms
- Several years of experience in Azure Databricks and PowerBI
- Familiar with streaming technologies (such as Kafka, Kinesis, Pub/Sub)
- Very good programming skills in Python as well as solid SQL knowledge and experience with relational and NoSQL systems
- Experience with MLOps platforms and tools (e.g. Azure ML, Databricks ML, MLflow, Kubeflow)
- Good knowledge of statistical methods as well as in feature engineering and model validation
- Fluent German language skills are required
About the company
Join our team at AEW Energie AG, a leading energy provider in Aargau! Be part of shaping the future of sustainable energy., Become part of our team, lend a hand and help shape the energy future with us! We are an integrated energy service provider of the Canton of Aargau. We achieve our goals with competent employees who actively participate in the continuous improvement process. We give freedom, trust each other and treat each other with respect, AEW Energie AG is an independent company of the Canton of Aargau. With secure and climate-friendly energy supply, we make a significant contribution to the attractiveness of the location and the quality of life in the region. We are committed to the production of electricity and heat/cooling as well as being a leading network operator and supplier for our customers. For electricity production, we focus on hydropower as well as solar and wind energy.