What does a Battery Data Engineer do at Fluence?
- Data Pipeline Development: Design, develop, and maintain data pipelines to collect and process large volumes of battery performance and health data from various sources.
- Data Integration: Integrate data from multiple sources, ensuring data consistency, quality, and reliability.
- Data Storage and Management: Implement and manage data storage solutions, ensuring efficient data retrieval and storage.
- Data Processing and Analysis: Develop and optimize algorithms for processing and analyzing battery data to derive meaningful insights and support product development.
- Collaboration: Work closely with data scientists, engineers, and product managers to understand data requirements and deliver data solutions that meet business needs.
- Performance Monitoring: Monitor the performance of data systems and make improvements as needed to ensure data accuracy and system reliability.
- Documentation: Document data architectures, pipelines, and processes to ensure transparency and knowledge sharing within the team.
- Technical Leadership: Provide guidance and mentorship to junior data engineers, fostering a collaborative and innovative team environment.
What does the ideal candidate look like?
- Education: Bachelor’s degree in computer science, Data Engineering, Electrical Engineering, or a related field. Advanced degree preferred.
- Experience: Minimum of 3 years of experience in data engineering, preferably within the battery or energy storage industry.
- Technical Skills:
- Proficiency in data engineering tools and technologies (e.g., SQL, Python, Apache Spark, Kafka).
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and data storage solutions (e.g., SQL/NoSQL databases, data lakes).
- Knowledge of data integration and ETL (Extract, Transform, Load) processes.
- Familiarity with big data processing frameworks and tools.
- Experience with MLOps techniques and practices.
- Proficiency in data visualization tools (e.g., Tableau, Power BI).
- Experience with version control and DevOps practices (e.g., GitHub, GitLab).
- Analytical Skills: Strong analytical and problem-solving skills with the ability to interpret complex data and provide actionable insights.
- Communication Skills: Excellent verbal and written communication skills with the ability to collaborate effectively with cross-functional teams.
- Attention to Detail: High level of accuracy and attention to detail in data processing and analysis.
- Additional Skills and Experience:
- Battery Technology: Knowledge of battery technology and energy storage systems is a plus.
- Machine Learning: Experience with machine learning and data science methodologies is an advantage.
- Agile Methodologies: Familiarity with agile methodologies and project management tools (e.g., Jira).
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