Johnson & Johnson

Staff Data Engineer

Johnson & Johnson$94K — $151K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Engineering, Applied Mathematics or related field preferred.
  • At least four years of experience in data engineering, architecture, or platform engineering.
  • Strong proficiency in Databricks, Apache Spark, PySpark, Spark SQL, Python, SQL, and Delta Lake.
  • Experience with AWS cloud services; Azure knowledge is a plus.
  • Expertise in lakehouse architecture, dimensional modeling, and data pipeline design.

Responsibilities

  • Lead technical efforts to modernize the enterprise data ecosystem using lakehouse architecture.
  • Design complex data pipelines and integration architectures with tools like Databricks and AWS.
  • Translate business needs into actionable architecture decisions and implementation plans.
  • Create blueprints for data pipelines to support analytics and AI/ML use cases.
  • Collaborate with various teams to ensure alignment with business outcomes.
  • Oversee architecture discussions to maintain standards on scalability and reliability.
  • Develop work packages and user stories for effective project management.

Benefits

  • Participate in the company's retirement plan and 401(k).
  • Eligible for long-term incentive program participation.
  • Generous vacation and holiday policy.
  • Parental and caregiver leave benefits.
  • Volunteer and military spouse time-off options available.
Full Job Description
Job Function:
Data Analytics & Computational Sciences

Job Sub Function:
Data Engineering

Job Category:
Scientific/Technology

All Job Posting Locations:
Mooresville, Indiana, United States of America, Palm Beach Gardens, Florida, United States of America, Raritan, New Jersey, United States of America, Raynham, Massachusetts, United States of America, Warsaw, Indiana, United States of America, West Chester, Pennsylvania, United States of America

Job Description:

Orthopedics Supply Chain is recruiting for a Staff Data Engineer located in Raynham, MA; Raritan, NJ; Palm Beach Gardens, FL; Mooresville, IN; Warsaw IN; Cork, IE;

Please note that this role is available across multiple countries and may be posted under different requisition numbers to meet local requirements. While you are welcome to apply to any or all of the postings, we recommend focusing on the country(s) that align with your preferred location(s):
  • [Ireland] - Req.# R-096921

Whether you apply to one or several, your applications will be considered as a single submission.

Johnson & Johnson announced plans to separate its Orthopedics business into a standalone company, operating as DePuy Synthes. The planned separation is anticipated to be completed within 18 to 24 months, subject to legal requirements (including consultation with works councils and other employee representative bodies, as may be required), regulatory approvals, and other customary conditions and approvals.

Should you accept this position, it is anticipated that, following the transaction, you would join DePuy Synthes, and your employment would be governed by its employment processes, programs, policies, and benefit plans. Details of any planned changes would be shared at an appropriate time and subject to any necessary consultation processes.

What's in it for you?

In this role, you will play a pivotal technical leadership role in building the modern data foundation that powers digital products across the Orthopaedics Supply Chain. You will help design lakehouse architecture on Databricks and AWS while enabling governed, reusable, business-ready data products for analytics, reporting, AI, and operational decision-making.

The role suits an expert professional who can lead across solution architecture, pipeline design, engineering standards, and cross-team delivery. You will work closely with Product Owners, business teams, data engineers, machine learning teams, and external delivery partners to turn business problems into practical technical solutions and executable plans.

You will also help advance modern engineering practices, including AI-assisted development, reusable patterns, data quality automation, and observability. This is an opportunity to make a meaningful impact if hands-on architecture and solving complex data challenges at scale are what energize you.

Key Responsibilities
  • Provide technical leadership for the Data Foundation initiative to modernize the enterprise data ecosystem through lakehouse architecture and cloud platform capabilities.
  • Design complex data pipelines, integration patterns, and architecture using Databricks, AWS, Python, SQL, Spark, and Delta Lake.
  • Turn business requirements and technical challenges into architecture decisions, implementation plans, and reusable patterns.
  • Develop blueprints for batch, streaming, and event-driven pipelines that support analytics, BI, AI/ML, and digital product use cases.
  • Partner with Product Owners, Supply Chain teams, data governance, AI and ML groups, and IT partners to align delivery with measurable business outcomes.
  • Lead architecture and design discussions, ensuring solutions meet standards for scalability, reliability, quality, security, maintainability, and cost efficiency.
  • Break down large initiatives into work packages, user stories, and acceptance criteria for internal engineers and external contractors.
  • Coordinate contractor and vendor execution by assigning work, reviewing deliverables, and providing technical direction.
  • Set clear standards for data modeling, modularity, reuse, automated testing, CI/CD, data quality, observability, lineage, and operational support.
  • Lead hands-on development and technical reviews with Databricks, PySpark, Spark SQL, Python, SQL, dbt, and orchestration tools like Airflow.
  • Champion responsible adoption of AI-assisted engineering to improve quality, documentation, testing, and delivery velocity.
  • Mentor engineers and contractors through design and code reviews and architecture guidance (no direct people-management responsibility).
  • Contribute to technical governance forums, architecture standards, and operating-model practices that improve consistency and reuse.


Qualifications

Education: A minimum of a Bachelor's degree and/or equivalent University degree is required; a focused degree in in Computer Science, Engineering, Applied Mathematics, Information Systems, or a related field preferred.

Required:
  • Minimum four (4) years of relevant professional work experience.
  • Experience in data engineering, data architecture, or platform engineering (consistent with J&J leveling).
  • Strong hands-on experience across Databricks, Apache Spark, PySpark, Spark SQL, Python, SQL, and Delta Lake.
  • Strong experience with AWS cloud data services; Azure experience desirable.
  • Proven expertise in modern data and lakehouse architecture, enterprise data platforms, dimensional modeling, and pipeline design.
  • Experience designing batch, real-time, and event-based processing for enterprise-scale workloads.
  • Experience with CI/CD, Git-based development, automated testing, deployment patterns, and production support.
  • Proven skill in converting business needs into architecture, user stories, and executable delivery plans.
  • Demonstrated ability to coordinate distributed engineering teams, contractors, and vendors.
  • Excellent communication, facilitation, and relationship-building skills across technical, product, and business audiences.
  • Knowledge of Power BI, Tableau, or enterprise BI platforms.
  • Knowledge of workflow automation tools (e.g., Power Automate, Blue Prism, UiPath, or Amazon Quick Flows).


Preferred:
  • Experience supporting Agile product teams and mentoring engineers in fast-paced environments.
  • Familiarity with end-to-end supply chain domains (planning, manufacturing, procurement, distribution, logistics) within MedTech or a similar regulated industry.
  • Knowledge of enterprise systems of record such as SAP, ERP, MES, PLM, and CRM, including legacy or fragmented data environments.
  • Experience with Unity Catalog, data governance, lineage, metadata management, and observability frameworks.
  • Hands-on experience with modern Databricks capabilities (Lakeflow, Spark Declarative Pipelines, Mosaic AI, AI/BI Genie) and AI-assisted development tools such as GitHub Copilot, Claude Code, Amazon Q Developer, or Cursor.
  • Experience with dbt, Airflow, Terraform, Databricks Asset Bundles, GitHub Actions, or equivalent infrastructure-as-code tooling, and with designing AI-ready data foundations (semantic layers, knowledge graphs, governed data products) for advanced analytics teams.


Leadership Competencies
  • Technical leadership with the ability to influence without formal authority.
  • Effective in a results-focused, product-centric way of working.
  • Strong communication, relationship-building, and negotiation skills.
  • Proven skill in shaping complex architectures into executable plans and manageable work packages.
  • Strong sense of ownership, focused on standardization, engineering excellence, and measurable impact.
  • Ability to balance hands-on engineering depth with architecture guidance and cross-team leadership.


Other

This position may require up to 10% domestic and international travel.

Required Skills:

Preferred Skills:
Advanced Analytics, Agility Jumps, Analytical Reasoning, Coaching, Critical Thinking, Data Engineering, Data Governance, Data Modeling, Data Privacy Standards, Data Quality, Data Science, Hybrid Clouds, Motivating People, Problem Solving, Process Improvements, Technologically Savvy

The anticipated base pay range for this position is :
$94,000.00 - $151,800.00

Additional Description for Pay Transparency:
Subject to the terms of their respective plans, employees are eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)).

This position is eligible to participate in the Company's long-term incentive program.

Subject to the terms of their respective policies and date of hire, employees are eligible for the following time off benefits:

Vacation -120 hours per calendar year

Sick time - 40 hours per calendar year; for employees who reside in the State of Colorado -48 hours per calendar year; for employees who reside in the State of Washington -56 hours per calendar year

Holiday pay, including Floating Holidays -13 days per calendar year

Work, Personal and Family Time - up to 40 hours per calendar year

Parental Leave - 480 hours within one year of the birth/adoption/foster care of a child

Bereavement Leave - 240 hours for an immediate family member: 40 hours for an extended family member per calendar year

Caregiver Leave - 80 hours in a 52-week rolling period10 days

Volunteer Leave - 32 hours per calendar year

Military Spouse Time-Off - 80 hours per calendar year

For additional general information on Company benefits, please go to: - https://www.careers.jnj.com/employee-benefits

About Johnson & Johnson

Scio Diamond creates single-crystal Type IIa diamonds for the jewelry market and for industrial applications. It employs a patent-protected chemical vapor deposition (CVD) process in a precisely controlled laboratory setting to produce diamonds. It was founded in 2009 and is headquartered in Greenville, South Carolina.

Johnson & Johnson Careers

Joining Johnson & Johnson provides an unparalleled opportunity to be a part of a global team of professionals dedicated to blending care, science, and innovation to profoundly change the trajectory of health for humanity.

Work You’ll Do

At Johnson & Johnson, you will engage in work that matters. Join our community of professionals in health care to drive significant and impactful changes across the globe. Our team at Johnson & Johnson leads with science and heart in sectors from pharmaceuticals to medical devices and consumer health products.

Transform Health Care

Leverage Johnson & Johnson’s culture of innovation to transform health care and improve the lives of people around the world. Our collaborative environment encourages leadership and growth, allowing you to pioneer new strategies for health care solutions with a diverse team of experts.

Innovative Work

Engage in groundbreaking work that enhances how care is delivered on a global scale. Johnson & Johnson’s commitment to innovative health solutions results in dynamic career paths filled with opportunities for professional growth and development.

Be Part of a Great Team

Our team at Johnson & Johnson thrives on collaboration and diversity. You will work alongside over 130,000 employees globally who are committed to making a lasting impact. With a culture that values diversity training and leadership, you are supported in both personal and professional growth.

Future-Proof Your Career

Johnson & Johnson offers a myriad of job opportunities and employment benefits designed to help you meet your career and personal goals. Our employees enjoy comprehensive benefits, including health insurance, retirement plans, and family-friendly policies that pave the way for a fulfilling career and life balance.

Explore Job Opportunities and Internships

Whether you’re looking to start your career or take it to the next level, Johnson & Johnson offers positions ranging from internships to leadership roles across various sectors. Enhance your skills through hands-on experience and our extensive networking and mentorship programs.

Johnson & Johnson Leadership and Development

Our commitment to leadership and continuous learning is at the core of our employment philosophy. Every position offers chances to lead, learn, and innovate. We provide extensive training programs and development courses that prepare you for the future of health care.

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Learn more about Johnson & Johnson
Size
141,700 employees
Market Cap
$462.7 billion
Industry
Net Income
$14.7 billion
Founded
1886
5 Year Trend
+5.5%
Revenue
$82.5 billion
NASDAQ

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