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Data Scientist

vor 3 Monaten


Berlin, Berlin, Deutschland Smart Steel Technologies GmbH Vollzeit

YOUR TASKS:


In this role as Data Engineer you will be responsible for integrating our customers data sources from various production lines and systems (PLCs, L1, L2, L3) into our Data Platform.

You will manage and monitor the data flow between various data sources and on-premise databases and cloud services.

This is a highly-technical position within the leading artificial intelligence company in the steel industry. Communication, proven problem-solving skills, and knowledge of integration best practices are critical to successful performance in this role.

  • Design and implement a data warehouse architecture that supports business operations
  • Support a wide range of data transformations and migrations (structured, unstructured data)
  • Investigate and mitigate data mismatches, detect data anomalies (incompleteness, accuracy)
  • Create data model matching production data according to material genealogy across multiple processing steps
  • Write scripts to automate data integration processes to improve efficiency and reduce human error
  • Implement data security policies to protect sensitive information from being compromised

YOUR PROFILE:

  • Bachelor's or Master's degree in a technical field (e.g. Computer Science, Engineering)
  • Expert knowledge of designing Data Warehousing and data integration
  • Experience in handling and working with "dirty data"
  • Experience with SQL (PostgreSQL, Oracle, MS SQL, MySQL) and NoSQL databases
  • Quick, selflearning capabilities and creativity in problemsolving
  • Familiarity with Python, Unix Shell Scripting, ProtoBuf and/or JSON, Airflow, ETL tools, Kafka
  • Clickhouse and/or Milvus is a plus
  • Handson experience with Git and Jira is a plus

BENEFITS:

  • Working in our Berlin Office (incl. 2 Home Office days/week)
  • Transparency of business strategies
  • Autonomy balanced by responsibility
  • Cohesive, multidisciplinary team
  • Meaningful industrial problems
  • Modern machine learning techniques
  • Professional educational opportunities
  • German language courses and public transport included
  • Free drinks and fruits

About us:


Smart Steel Technologies supplies ready-to-use artificial intelligence software products for process optimization in steel mills that lead to improved quality, reduction of energy cost and improvement of CO2 efficiency.

The machine learning and data science we employ comes in several varieties:
image processing, signal processing, classical supervised modeling, unsupervised methods, and fundamental statistics and probability.

We are hiring a talented Engineers and Developer to join our team and help us to further develop our industry leading solutions.