Lead Data Engineer

3M

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Work type
On-site
Location
—
Employment
Full-time
Posted
71 days ago
Freshness
Confirmed live today

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How this pay compares to similar roles

Similar $164k
$118k $211k
below market most similar roles pay here above market

This listing doesn't post a salary. Most similar roles pay $126,800–$202,200.

Based on 240 similar postings.

Employer

About 3M

3M is a diversified technology and manufacturing conglomerate producing thousands of products across healthcare, safety, electronics, transportation, and consumer goods. Industry: Diversified Manufacturing

3M currently has 42 open roles on FindRole.

Listed pay typically runs $145,676–$178,049 across 25 roles with salary data.

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At a glance

TL;DR · Lead Data Engineer

The Lead Data Engineer will join the team to design, develop, and optimize scalable data platforms that power advanced analytics and machine learning applications. This role involves leading the architecture of secure data pipelines, owning end-to-end processes including ingestion, transformation, storage, and monitoring, and collaborating with data scientists on model features and training pipelines. The successful candidate will drive best practices in data modeling, orchestration, and performance optimization while mentoring junior engineers. Required technical skills include Python, SQL, Spark, Databricks, and Synapse, along with experience in Azure services like Data Factory and Cosmos DB. The role addresses the technical challenge of building AI/ML ready pipelines, including feature stores, streaming platforms like Kafka, and LLM oriented data flows within a production environment.

What you'll do

  • Lead the architecture and development of scalable, secure data pipelines for AI/ML workloads.
  • Own end-to-end data engineering processes including ingestion, transformation, storage, quality, and monitoring.
  • Partner with data scientists and ML engineers on model features, training pipelines, and deployment.
  • Drive best practices in data modeling, orchestration, versioning, and performance optimization.
  • Mentor junior engineers and contribute to technical roadmaps and solution patterns.
  • Ensure data governance, lineage, and compliance standards are met across all platforms.
  • Support real-time and batch processing frameworks in production environments.

What we're looking for

  • Bachelor's degree or higher in computer science from an accredited institution.
  • Seven or more years of data engineering experience, including leading technical initiatives.
  • Strong expertise in Python, SQL, and distributed data systems like Spark, Databricks, or Synapse (preferred).
  • Experience building AI/ML ready data pipelines, including feature stores and model training data flows (preferred).
  • Hands-on experience with cloud platforms, specifically Azure Data Lake, Data Factory, Databricks, and Cosmos DB (preferred).
  • Strong understanding of ML concepts, lifecycle, and MLOps practices (preferred).
  • Proven experience with workflow orchestration tools like Airflow, Data Factory, or Synapse Pipelines (preferred).
  • Experience with streaming platforms, vector databases, or LLM-oriented data pipelines (preferred).

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