McKesson

Data Engineer

McKesson • $111K — $186K *
Healthcare
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science or related field, or equivalent experience.
  • 4+ years of experience in data engineering or related technical discipline.
  • 3+ years of hands-on experience with SQL and relational databases.
  • 2+ years of experience in Python development and automation.
  • Experience with Databricks and cloud-based data platforms.
  • Familiarity with BI tools like Power BI or Tableau.

Responsibilities

  • Design and maintain scalable data pipelines using Databricks, SQL, and Python.
  • Build and optimize ETL/ELT processes for reporting and analytics.
  • Translate business requirements into data solutions in collaboration with stakeholders.
  • Create dashboards and visualizations in Power BI and Tableau.
  • Ensure data governance and integrity across healthcare platforms.
  • Support integration of clinical, claims, and patient data sets.

Benefits

  • Hybrid work arrangement with at least two days in-office for DFW area candidates.
  • Access to a competitive compensation package with performance-based evaluations.
  • Professional development and continuous learning opportunities within a collaborative environment.
  • Contributions to enterprise analytics modernization initiatives.
Full Job Description

Ontada is seeking a highly motivated and hands-on Programmer/Analyst(P3) to support the design, development, and optimization of enterprise-scale healthcare data platforms. This role will play a critical part in building scalable data pipelines, modern analytics solutions, and cloud-based data engineering capabilities that power reporting, insights, and data-driven decision making across the organization.


The ideal candidate combines deep technical expertise in Databricks, SQL, Python, and modern Business Intelligence platforms such as Power BI and Tableau with a strong understanding of healthcare data. This individual will collaborate closely with engineering, analytics, product, and business stakeholders to deliver reliable, high-performing, and scalable data solutions while ensuring compliance with healthcare data governance and regulatory requirements.


Key Responsibilities

  • Design, develop, and maintain scalable data pipelines using Databricks, Delta Lake, Apache Spark, SQL, and Python.
  • Build and optimize ETL/ELT processes to support enterprise reporting, analytics, and operational data needs.
  • Develop efficient data models and database solutions to enable high-performance analytics and business intelligence workloads.
  • Partner with business stakeholders, product teams, and analytics teams to translate business requirements into scalable data solutions.
  • Create and maintain dashboards, reports, and visualizations using Power BI and Tableau to provide actionable business insights.
  • Ensure data quality, integrity, governance, and security across healthcare data platforms.
  • Support ingestion, transformation, and integration of clinical, claims, provider, and patient datasets.
  • Implement data validation, monitoring, and observability processes to ensure data reliability and operational excellence.
  • Design and support workflow orchestration solutions using Databricks Workflows, Apache Airflow, or similar tools.
  • Contribute to cloud-based data modernization initiatives and enterprise analytics platforms.
  • Develop and maintain CI/CD pipelines and deployment processes utilizing GitHub and modern DevOps practices.
  • Apply AI-assisted development tools to improve engineering productivity, code quality, testing, documentation, and overall delivery efficiency.
  • Participate in Agile ceremonies including sprint planning, backlog refinement, estimation, and retrospectives.
  • Troubleshoot complex data and performance issues and implement sustainable solutions.
  • Collaborate effectively with cross-functional teams across engineering, architecture, product management, analytics, and operations.

Minimum Requirement

Degree or equivalent and typically requires 4+ years of relevant experience.


Education

Bachelor's degree in Computer Science, Software Engineering, Information Systems, Data Science, or a related field, or equivalent practical experience.


Critical Skills

  • 4+ years of experience in data engineering, database engineering, software engineering, or a related technical discipline.
  • 3+ years of hands-on experience with SQL and relational database technologies.
  • 2+ years of experience with Python development and automation.
  • 2+ years of experience with Databricks, Spark, or modern cloud-based data engineering platforms.
  • Experience with Power BI and/or Tableau.
  • Experience working in Agile development environments.
  • Experience using GitHub and CI/CD processes.
  • Strong analytical, troubleshooting, and problem-solving capabilities.

Technical Skills

Data Engineering & Platform Technologies

  • Strong hands-on experience with Databricks, including Delta Lake and Apache Spark.
  • Advanced proficiency in SQL for complex queries, performance tuning, data modeling, and optimization.
  • Strong programming expertise in Python for automation, data processing, integration, and analytics.
  • Experience designing and maintaining enterprise-scale data pipelines and data processing frameworks.
  • Experience with workflow orchestration platforms such as Databricks Workflows, Apache Airflow, or equivalent technologies.

Reporting & Analytics

  • Experience developing dashboards, reports, and visualizations using Power BI
  • Ability to transform business requirements into actionable reporting and analytics solutions.
  • Understanding of modern data warehousing, lakehouse architectures, and analytics best practices.

DevOps & Software Engineering

  • Strong knowledge of GitHub-based source control including branch protection policies, pull request reviews, release management, and version control best practices
  • Experience implementing and maintaining CI/CD pipelines using GitHub Actions to automate build, testing, security validation, and deployment processes
  • Familiarity with automated testing, deployment automation, and infrastructure best practices
  • Experience working within Agile software development methodologies

Healthcare Data

  • Understanding of healthcare data domains, including:
    • Clinical Data
    • Claims Data
    • Provider Data
    • Patient Data
  • Familiarity with HIPAA and healthcare compliance requirements.
  • Understanding of healthcare data governance, privacy, and security best practices.

AI-Assisted Development

  • Experience leveraging AI development tools such as GitHub Copilot or equivalent solutions.
  • Ability to utilize AI for code generation, optimization, testing, documentation, and productivity improvements.

Preferred Qualifications

  • Experience working in Azure cloud environments.
  • Familiarity with Databricks, Delta Lake, Lakehouse architectures, and modern data platform design.
  • Experience supporting large-scale healthcare analytics platforms.
  • Experience with healthcare interoperability standards such as HL7 or FHIR.
  • Experience implementing data quality frameworks and data observability solutions.
  • Experience supporting enterprise reporting modernization initiatives.
  • Exposure to machine learning, predictive analytics, or AI-enabled healthcare solutions.

Core Attributes

  • Exceptional problem-solving skills with the ability to troubleshoot and resolve complex technical and data-related challenges.
  • Strong ownership mentality with a focus on accountability and delivering results.
  • Naturally curious with a passion for continuous learning, innovation, and technology modernization.
  • Excellent communication and collaboration skills across technical and non-technical stakeholders.
  • Ability to work effectively in a fast-paced, data-driven, and highly collaborative environment.
  • Strong attention to detail and commitment to delivering high-quality solutions.
  • Demonstrates an enterprise mindset and a customer-first approach to decision-making.



This position offers the possibility of a hybrid work arrangement based on recent updates to our in-office/work0from0home model. If located in DFW area, the selected candidate may be expected to work on0site at our Las Colinas office a minimum of two (2) days per week, with the remaining days worked remotely. Specific in0office days may be designated according to team needs and business priorities.

We are proud to offer a competitive compensation package at McKesson as part of our Total Rewards. This is determined by several factors, including performance, experience and skills, equity, regular job market evaluations, and geographical markets. The pay range shown below is aligned with McKesson's pay philosophy, and pay will always be compliant with any applicable regulations. In addition to base pay, other compensation, such as an annual bonus or long-term incentive opportunities may be offered. For more information regarding benefits at McKesson, please

Our Base Pay Range for this position

$111,800 - $186,400

McKesson has become aware of online recruiting-related scams in which individuals who are not affiliated with or authorized by McKesson are using McKessons (or affiliated entities, like CoverMyMeds or RxCrossroads) name in fraudulent emails, job postings or social media messages. In light of these scams, please bear the following in mind:

McKesson Talent Advisors will never solicit money or credit card information in connection with a McKesson job application.


McKesson Talent Advisors do not communicate with candidates via online chatrooms or using email accounts such as Gmail or Hotmail. Note that McKesson does rely on a virtual assistant (Gia) for certain recruiting-related communications with candidates.

McKesson job postings are posted on our career site: .

About McKesson

McKesson Corporation provides medicines, pharmaceutical supplies, information and care management products and services across the healthcare industry. The Company operates in two segments. The McKesson Distribution Solutions segment delivers ethical drugs, medical-surgical supplies and equipment and health and beauty care products throughout North America. This segment also provides specialty pharmaceutical solutions for biotech and pharmaceutical manufacturers, sells financial, operational and clinical solutions for pharmacies (retail, hospital, long-term care) and provides consulting, outsourcing and other services. The McKesson Technology Solutions segment delivers enterprise-wide clinical, patient care, financial, supply chain, strategic management and software solutions. In July 2011, the Company acquired Portico Systems from Safeguard Scientifics, Inc. On March 25, 2012, it acquired the independent banner and franchise businesses of Katz Group Canada Inc. McKesson Distribution Solutions delivers pharmaceuticals to retail pharmacies and institutional providers like hospitals and health systems. They operate pharmaceutical distribution centers across the country, serving customers in all 50 states. They also deliver a comprehensive offering of health care products, technology, equipment and related services to the alternate site market, including physician offices, surgery centers, long-term care facilities and home care businesses across the country. McKesson is currently the largest pharmaceutical distributor in North America. McKesson also operates McKesson Canada and has an equity holding in Nadro, a leading distributor in Mexico.

McKesson Careers

Join McKesson, a leading global healthcare company, and be part of a team that is redefining the future of healthcare. With a variety of job opportunities available, McKesson is the perfect place to advance your career, whether you're a seasoned professional or just starting out. Work You’ll Do At McKesson, we are committed to improving care in every setting—one product, one partner, one patient at a time. We’re seeking talented professionals to join our team and contribute to a culture of innovation, diversity, and leadership. Our employees are driven by a deep sense of purpose and a desire for continuous growth and improvement. Empower Your Future in Healthcare With positions ranging from internships to leadership roles, McKesson offers unparalleled employment opportunities to develop your skills and advance your career. Our commitment to diversity training ensures that all team members have the opportunity to thrive. Join a team where your skills will be honed, your professional growth will be supported, and where you can genuinely see the difference you make in the lives of patients around the world. Innovative Work Environment McKesson is at the forefront of healthcare innovation. Our team is constantly exploring new ways to improve patient outcomes and streamline care processes. This commitment to innovation is what sets us apart and what makes McKesson an exciting place to work. Career Development and Benefits McKesson believes in nurturing the potential of its employees through robust career development programs and comprehensive benefits designed to support your life and well-being. From leadership training to health and wellness benefits, we ensure our team members are equipped to meet their professional and personal goals. Explore Job Opportunities Whether you’re looking for an internship to kickstart your career, or a senior position to utilize your extensive experience, McKesson offers a range of opportunities. Explore our open positions and find where you can make a difference at McKesson. Stay Connected Join Our Team Search for open positions that match your skills and interests. We are looking for passionate, curious, and solution-driven team players who are ready to take the next step in their careers. Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. Networking and Professional Growth At McKesson, networking and professional growth are part of our everyday environment. We encourage our employees to connect, share, and learn from each other to foster personal and professional development. Job Alert Emails Personalize your subscription to receive job alerts, latest news, and insider tips tailored to your preferences. Discover the exciting and rewarding career opportunities that await you at McKesson. Join McKesson today and be part of a team that is dedicated to shaping the future of healthcare.
Learn more about McKesson
Size
58,000 employees
Market Cap
$53.7 billion
Industry
Net Income
-$4.1 billion
Founded
1833
5 Year Trend
+5.9%
Revenue
$237.6 billion
NASDAQ

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