Principal Data Engineering

Architect, design, and build scalable, efficient, and fault-tolerant data operations.

Collaborate with senior leadership, analysts, engineers, and scientists to implement new mesh domain nodes and data initiatives.

Drive technical architecture for accelerated solution designs, including data integration, modeling, governance, and applications.

Explore and recommend new tools and technologies to optimize the data platform.

Improve and implement data engineering and analytics engineering best practices.

Collaborate with data engineering and domain nodes teams to design physical data models and mappings.

Work with scientists and informaticians to develop advanced digital solutions and promote digital transformation and technologies.

Perform code reviews, manage code performance improvements, and enforce code maintainability standards.

Develop and maintain scalable data pipelines for ingesting, transforming, and distributing data streams.

Advise and mentor 3M businesses, data scientists, and data consumers on data standards, pipeline development, and data consumption.

Provide technical guidance and mentorship, ensure adherence to best practices, and maintain high software quality through rigorous testing and code reviews.

Guide project planning and execution, manage timelines and resources, and facilitate effective communication between team members and stakeholders.

Foster a positive team environment, assist in recruitment, and provide training opportunities to address skill gaps.

Your Skills and Expertise

To set you up for success in this role from day one, 3M requires (at a minimum) the following qualifications:

Bachelor's degree or higher in Computer Science, or equivalent education/experience.

Solid and Professional experience in data management, data governance, and data warehouse/Lakehouse design and development with proficiency across SQL and NoSQL data management systems.

Proficiency in developing/architecting modern distributed cloud architecture and workloads (AWS, Databricks).

Extensive experience and proficiency with Python, Apache Spark, PySpark, and Data Warehouse/Lakehouse (preferably Databricks)

Must have hands-on experience in Python to extract data from APIs, build data pipelines.

Exceptional background in data engineering, data systems, and data governance and having comfort working with structured and unstructured data and analyses.

Advanced English.

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Additional qualifications that could help you succeed even further in this role include:

Familiarity with data mesh style architecture design principles.

Proficiency in building data pipelines to integrate business applications and procedures.

Solid understanding preferred of advanced Databricks concepts like Delta Lake, MLFlow, Advanced Notebook Features, Custom Libraries and Workflows, Unity Catalog, etc.

Experience with AWS cloud computing services and infrastructure developing data lakes and data pipelines leveraging multiple technologies such as AWS S3, AWS Glue, Elastic MapReduce, etc. and awareness of considerations for building scalable, distributed computational systems on Spark.

Experience with stream-processing systems: Amazon Kinesis, Spark, Storm, Kafka, etc.

Hands-on experience with relational SQL and NoSQL databases.

Data quality and validation principles experience, security principles data encryption, access control, authentication & authorization.

Deep experience in definition and implementation of feature engineering.

Experience with Docker containers and Kubernetes, experience developing or interacting with APIs.

Experience in using data orchestration workflows using open-source tools like Temporal.io, Apache Airflow is a plus.

Knowledge of data visualization tools like Dash Apps, Tableau, Power BI, etc.

Good experience with agile development processes and concepts with leveraging project management tools like JIRA and Confluence.

Devise and implement data engineering best practices across teams, optimize and redesign existing data engineering solutions to improve efficiency or stability, as well as monitoring of and consulting with domain node teams.

Excellent interpersonal, collaborative, team building, and communication skills to ensure effective collaborations with matrixed teams.

Local de trabalho

Este cargo segue um modelo de trabalho presencial, solicitando que o funcionário trabalhe pelo menos quatro dias por semana na 3M Sumaré.

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