Data Analysis Engineer (m/w/d) - Gigafactory Berlin-Brandenburg

  • Tesla
  • Grünheide, Germany
  • 07/12/2020
Full time Data Science Data Analytics Big Data Data Management Statistics Software Engineering

Job Description

Responsibilities:

  • Analyze manufacturing, equipment and vehicle data and extract useful statistics and insights about failures in order to drive meaningful improvements to production quality and customer experience
  • Work effectively with engineers and conduct end-to-end analyses, from data requirement gathering, to data processing and modeling
  • Interpret data, analyze results using statistical techniques and provide ongoing reports
  • Monitor key product metrics, understanding root causes of changes in metrics
  • Identify, analyze, and interpret trends or patterns in complex data sets and depict the story via dashboards and reports
  • Maintain existing data visualizations, data pipelines and dashboard enhancement requests
  • Acquire data from primary or secondary data sources and maintain databases/data systems to empower operational and exploratory analysis
  • Automate analyses and authoring pipelines via SQL and Python based ETL framework
  • Drive underlying data systems improvement by working with key cross-functional stakeholders
  • Perform data quality validations to ensure data creation is as per the business needs and expectations
  • Work with management to prioritize business and information needs

Required Skills

  • Extensive experience writing software with Python
  • Experience with multiple data architecture paradigms (e.g. SQL, NoSQL, Kafka, Spark)
  • Experience and interest in frontend development, preferably with the Javascript React framework
  • Knowledge of various data communication protocols (e.g. REST API, Websockets)
  • Able to work under pressure while collaborating and managing competing demands with tight deadlines
  • A passion and curiosity for data and data-driven decision making

Desired Skills

  • Experience with open source machine learning libraries and frameworks (Tensorflow, Keras, etc)
  • Familiarity with continuous integration pipelines (Docker, Jenkins, Kubernetes)
  • Drive to introduce a predictive model to a production environment
  • Success building and tuning image classification models

Experience

  • MS in engineering, physics, mathematics, or equivalent.
  • 3 - 5 years relevant experience.

Besides tangible skills, this position will also require the person to

  • Have high attention to details.
  • Be a team player and have the ability to collaborate well across diverse functional groups
  • Strong verbal and written communication skills to manage and communicate the health and integrity of the data and systems.
  • Experience in high volume manufacturing is a plus