freiberufler Data Engineer / DataOps / Data Architect auf freelance.de

Data Engineer / DataOps / Data Architect

zuletzt online vor 6 Tagen
  • auf Anfrage
  • 03046 Cottbus
  • DACH-Region
  • en  |  de
  • 13.05.2024

Kurzvorstellung

With 5 years in data engineering, I excel in cloud migrations, warehouse development, and data infrastructure optimization. Skilled in parallel computing and performance, I deliver efficient, scalable data solutions.

Qualifikationen

  • apache kafka
  • Apache Spark
  • Azure Data Factory
  • Azure Databricks
  • CI/CD, git
  • dbt
  • Microsoft Azure
  • Pandas DataFrame
  • PostgreSQL
  • Spark Streaming Analytics
  • SQL

Projekt‐ & Berufserfahrung

Senior Data Engineer
Kundenname anonymisiert, Dresden
1/2023 – offen (1 Jahr, 5 Monate)
Maschinen-, Geräte- und Komponentenbau
Tätigkeitszeitraum

1/2023 – offen

Tätigkeitsbeschreibung

Spearheaded the development of data infrastructure, focusing on renewable energy, and led the transition to data-driven decision-making by defining KPIs.
Evaluated and selected optimal data technologies like Hadoop and Spark, establishing a robust infrastructure on Microsoft Azure for storage, processing, and analytics.
Designed and implemented efficient ETL processes to maintain data quality and integrity, leveraging technologies such as Azure Synapse Analytics, Snowflake, and Databricks.
Developed data governance frameworks to comply with regulations like GDPR, and introduced data monitoring and alerting systems for high data accuracy and reliability.
Fostered professional growth within the team by mentoring junior data engineers and ensuring high standards across projects.
Achieved significant improvements in data accessibility, processing efficiency, and security, directly supporting enhanced organizational decision-making and operational scalability.

Eingesetzte Qualifikationen

Apache Spark, Azure Databricks, Pandas DataFrame

Data Engineer Advanced Analytics
Kundenname anonymisiert, Essen
7/2019 – 12/2022 (3 Jahre, 6 Monate)
Großhandel
Tätigkeitszeitraum

7/2019 – 12/2022

Tätigkeitsbeschreibung

Led data engineering projects in the Hadoop ecosystem, including Hive and Hue.
Managed the migration of Hadoop pipelines to Azure, enhancing data flow and performance.
Worked with teams to design data models and pipelines, supporting business initiatives.
Implemented Delta Lake and Unity Catalogue for improved data management in Databricks.
Optimized Hive query performance, boosting system efficiency.
Developed ETL processes for diverse data sources into Hadoop, ensuring data integrity.
Implemented security measures like encryption and access control in data handling.
Supported the integration of machine learning models within Hadoop, promoting smooth workflow.
Achieved significant infrastructure cost reduction, data processing time reduction, and enhanced query response through strategic migrations and optimizations.

Eingesetzte Qualifikationen

Data Science, Azure Databricks, Azure Synapse Analytics, Big Data, Datawarehouse / DWH

Zertifikate

Microsoft certified data engineer
Microsoft
2024

Ausbildung

Computational and Numerical Mechanics
Dr.-Ing.
BTU Cottbus
2019
Cottbus
M.Sc. Computational Mechanics
M.Sc.
Ruhr Universität Bochum
2015
Bochum

Über mich

As a passionate data engineer, I aim to create value through innovative solutions. My experience spans complex projects where I've consistently focused on enhancing the efficiency and performance of data processes. I'm a strong advocate for continuous learning and enjoy sharing knowledge with peers. My work is driven by the belief that intelligently designed data structures are foundational to business success. I look forward to contributing significantly in a dynamic environment that encourages innovation and creativity.

Weitere Kenntnisse

Beyond my core expertise in data engineering, I bring additional skills that complement my technical prowess. These include:

Advanced analytics and machine learning model implementation, enabling data-driven decision-making.
Proficient in multiple programming languages, including Python, SQL, and Scala, to streamline data processes.
Experienced in Agile methodologies, facilitating efficient project management and team collaboration.
Strong communication skills, ensuring clear and effective dialogue between technical teams and stakeholders.
Commitment to staying abreast of industry trends and emerging technologies to continuously offer cutting-edge solutions.
These additional competencies empower me to provide a comprehensive approach to data challenges, enhancing the value I bring to projects and teams.

Persönliche Daten

Sprache
  • Englisch (Muttersprache)
  • Deutsch (Fließend)
Reisebereitschaft
DACH-Region
Arbeitserlaubnis
  • Europäische Union
  • Schweiz
Home-Office
bevorzugt
Profilaufrufe
76
Alter
37
Berufserfahrung
6 Jahre und 4 Monate (seit 01/2018)

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