Principal Data Engineering - 3M Sumaré

3M; Sumaré; Presencial; BRL 250 000 - 420 000; Tempo integral

Resumo da oferta

3M is seeking a Principal Data Engineer to join the Corporate Research Digital Platforms (CRDP) to develop scalable Data Systems and Solutions. You will design and support an Enterprise Data Mesh to empower informatics and digital technologies globally.

You will architect, implement, and govern data pipelines, models, and integrations while mentoring teams and promoting best practices across squads.

Qualificações

• Bachelor's degree or higher in Computer Science or equivalent experience.
• Strong data management, governance, and data warehouse/lakehouse design experience.
• Extensive Python, Spark, PySpark, and Databricks experience.
• Hands-on Python to extract data from APIs and build data pipelines.
• Experience with structured and unstructured data, data quality, and security.
• Advanced English proficiency.

Responsabilidades

• Architect, design, and build scalable, fault-tolerant data operations.
• Collaborate with leadership to implement data mesh nodes and initiatives.
• Drive data architecture for integration, governance, and modeling.
• Develop and maintain scalable data pipelines for ingesting and distributing data streams.
• Mentor data scientists and data consumers on standards and best practices.
• Guide project planning, timelines, and cross-team communication.
• Foster team growth, participate in recruitment, and provide training.

Conhecimentos

Python

SQL/NoSQL

Spark

Databricks

AWS

Docker

Kubernetes

Data governance

English

Formação académica

Bachelor's degree in Computer Science

Ferramentas

Databricks

Tableau/Power BI

JIRA/Confluence

Descrição da oferta de emprego

Collaborate with Innovative 3Mers Around the World

Choosing where to start and grow your career has a major impact on your professional and personal life, so it’s equally important you know that the company that you choose to work at, and its leaders, will support and guide you. With a diversity of people, global locations, technologies, and products, 3M is a place where you can collaborate with 60,000 other curious, creative 3Mers.

The Impact You’ll Make in this Role

3M is seeking a Principal Data Engineering to join the Corporate Research Digital Platforms (CRDP) to develop scalable Data Systems and Solutions. As part of an agile team, you will enable applications in diverse markets including energy, manufacturing, personal safety, transportation, electronics, and consumer. You will have the opportunity to design and support an Enterprise Data Mesh to empower informatics and digital technologies for users across the globe:

• 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.
• 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.

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.

Work Location

This position follows an on‑site work model, requiring the employee to work at least four days per week at 3M Sumaré.

3M offers many programs to help you live your best life - physically and financially. To ensure competitive compensation and benefits, 3M regularly benchmarks against other companies of similar size.