Commercial Analytics Engineer Business Decision Intelligence

BD; San Diego (CA); On-site; USD 96,000 - 153,000; Full time

Benefits offered by this job

Medical coverage

Dental coverage

401(k) Plan

Paid time off

Job summary

BD is seeking an Analytics Analyst to design, build, and maintain dashboards and semantic layer assets that empower commercial users with governed insights. You will translate business needs into self-service BI solutions and ensure data quality across dashboards and reports.

Working within defined data products, you will collaborate with senior analysts to validate outputs, support UAT, and create training materials to promote self-service analytics adoption.

Qualifications

• Bachelor's degree in Business Analytics, Information Systems, Computer Science, Data Science, or a related field.
• 1 year experience (or equivalent) in analytics, business intelligence, or a data-focused role.
• Proficiency in at least one enterprise BI platform (Power BI, Tableau, Looker, Qlik).
• Solid SQL skills for data querying, validation, and analysis.
• Familiarity with semantic layer concepts including measures, dimensions, hierarchies, and calculated metrics.
• Experience translating business requirements into reporting and dashboard solutions.
• Understanding of commercial data domains such as sales pipeline, revenue, forecasting, or customer data.
• Strong communication skills with the ability to explain data concepts to non-technical stakeholders

Responsibilities

• Build and maintain interactive dashboards and standardized reports in the enterprise BI platform (e.g., Power BI, Tableau) that address recurring commercial reporting needs.
• Translate business user requirements into clear, accurate, and usable visualizations aligned to approved data models and metric definitions.
• Apply consistent design standards, layout conventions, and UX best practices to ensure reports are intuitive and accessible to non-technical users.
• Perform unit testing and validation of report outputs against source data to ensure accuracy before deployment.
• Build and maintain semantic layer objects (e.g., measures, dimensions, hierarchies, calculated fields) within the governed BI and analytics platform.
• Ensure semantic objects conform to approved business taxonomy, metric definitions, and naming conventions.
• Support the discoverability of analytics assets by maintaining metadata, descriptions, and documentation within the data catalog or BI platform.
• Identify and elevate inconsistencies between semantic layer definitions and source data models to senior team members.
• Gather and clarify requirements from commercial business users to ensure dashboard and reporting solutions meet their analytical needs.
• Provide first-line support for BI platform questions, report issues, and data interpretation queries from business users.
• Assist in user acceptance testing (UAT) of new dashboards and reports with business stakeholders.
• Create and maintain user guides, glossaries, and training materials to support self-service analytics adoption.

Skills

SQL proficiency

BI tooling

Semantic layer concepts

Data visualization

Stakeholder communication

UAT participation

Education

Bachelor's degree in related field

Tools

Power BI

Tableau

Looker

Qlik

LookML

DAX

AtScale

Job description

Jul 23, 2026

$95,600 - $153,000/year

We are the people who give possibilities purpose

Job Description

Role Summary

The Analytics Analyst designs, builds, and maintains dashboards, reports, and semantic layer assets that enable commercial business users to access governed, accurate insights. Working within defined data products and under guidance from senior analysts and leads, this role translates business requirements into self-service BI solutions and maintains the quality and usability of the analytics user interface. The Analyst demonstrates solid foundational skills in BI tooling, semantic layer development, and stakeholder communication, representing a natural progression within the analytics job family.

Key Responsibilities

Build and maintain interactive dashboards and standardized reports in the enterprise BI platform (e.g., Power BI, Tableau) that address recurring commercial reporting needs.

Translate business user requirements into clear, accurate, and usable visualizations aligned to approved data models and metric definitions.

Apply consistent design standards, layout conventions, and UX best practices to ensure reports are intuitive and accessible to non-technical users.

Perform unit testing and validation of report outputs against source data to ensure accuracy before deployment.

Semantic Layer Development & Maintenance

Build and maintain semantic layer objects (e.g., measures, dimensions, hierarchies, calculated fields) within the governed BI and analytics platform.

Ensure semantic objects conform to approved business taxonomy, metric definitions, and naming conventions.

Support the discoverability of analytics assets by maintaining metadata, descriptions, and documentation within the data catalog or BI platform.

Identify and elevate inconsistencies between semantic layer definitions and source data models to senior team members.

Business Stakeholder Support

Gather and clarify requirements from commercial business users to ensure dashboard and reporting solutions meet their analytical needs.

Provide first-line support for BI platform questions, report issues, and data interpretation queries from business users.

Assist in user acceptance testing (UAT) of new dashboards and reports with business stakeholders.

Create and maintain user guides, glossaries, and training materials to support self-service analytics adoption.

Data Quality & Operational Reliability

Monitor dashboard and report data freshness, flagging anomalies or stale data to the appropriate pipeline owners.

Participate in regular data quality reviews, logging issues and tracking resolution in alignment with team processes.

Support regression testing and validation when upstream data models or pipeline changes impact existing reports.

Follow team standards for version control, change management, and documentation of BI assets.

Agentic AI Development & Training

Support the development and testing of agentic AI workflows that leverage governed semantic layer assets and BI data products for automated commercial insights delivery.

Assist in annotating, labeling, and preparing training data sets drawn from commercial analytics outputs to support AI model development and fine-tuning efforts.

Participate in prompt engineering and evaluation activities for AI-assisted reporting and analytics use cases, ensuring outputs align with approved metric definitions.

Collaborate with senior analysts and Decision Science teams to validate agentic AI outputs against established BI benchmarks and data quality standards.

Document agentic AI workflows, input/output specifications, and edge cases to support model governance and continuous improvement.

Qualifications

Bachelor's degree in Business Analytics, Information Systems, Computer Science, Data Science, or a related field.

1 year experience (or equivalent) in analytics, business intelligence, or a data-focused role.

Proficiency in at least one enterprise BI platform (e.g., Power BI, Tableau, Looker, Qlik).

Solid SQL skills for data querying, validation, and analysis.

Familiarity with semantic layer concepts including measures, dimensions, hierarchies, and calculated metrics.

Experience translating business requirements into reporting and dashboard solutions.

Understanding of commercial data domains such as sales pipeline, revenue, forecasting, or customer data.

Strong communication skills with the ability to explain data concepts to non-technical stakeholders

Desired Skills & Experience

Experience with semantic layer or BI modeling tools (e.g., LookML, DAX, AtScale).

Exposure to modern cloud data platforms (e.g., Snowflake, BigQuery, Databricks).

Familiarity with data catalog or metadata management tools.

Experience in MedTech, Life Sciences, or similarly regulated industries.

Understanding of UX/UI design principles applied to data visualization.

Familiarity with AI/ML concepts, prompt engineering, or agentic workflow tooling.

At BD, we prioritize on-site collaboration because we believe it fosters creativity, innovation, and effective problem‑solving, which are essential in the fast‑paced healthcare industry. For most roles, we require a minimum of 4 days of in‑office presence per week to maintain our culture of excellence and ensure smooth operations, while also recognizing the importance of flexibility and work‑life balance. Remote or field‑based positions will have different workplace arrangements which will be indicated in the job posting.

At BD, we are committed to supporting our associates’ well‑being, development, and success through a performance‑based culture. For this position, BD offers a competitive compensation package along with the following benefits specific to this role:

Health and Well‑being Benefits

Medical coverage, Health Savings Accounts, Flexible Spending Accounts, Dental coverage, Vision coverage, Hospital Care Insurance, Critical Illness Insurance, Accidental Injury Insurance, Life and AD&D insurance, Short‑term disability coverage, Long‑term disability insurance, Long‑term care with life insurance.

Other Well‑being Resources

Anxiety management program, wellness incentives, sleep improvement program, diabetes management program, virtual physical therapy, emotional/mental health support programs, weight management programs, gastrointestinal health program, substance use management program, musculoskeletal surgery, cancer treatment, and bariatric surgery benefit.

Retirement and Financial Well‑being

BD 401(k) Plan, BD Deferred Compensation and Restoration Plan, 529 College Savings Plan, financial counseling, Baxter Credit Union (BCU), Daily Pay, college financialaidand application guidance.

Life Balance Programs

Paid time off (PTO), including all required State leaves, educational assistance/tuition reimbursement, MetLife Legal Plan, group auto and home insurance, pet insurance, commuter benefits, discounts on products and services, Academic Achievement Scholarship, Service Recognition Awards, employer matching donation, workplace accommodations.

Other Life Balance Programs

Adoptionassistance, backup day care and eldercare, support for neurodivergent adults, children, and caregivers, caregivingassistancefor elderly and special needs individuals, Employee Assistance Program (EAP), paid parental leave, support for fertility, birthing, postpartum, and age‑related hormonal changes.

Leave Programs

Bereavement leaves, Military leave, Personal leave, Family and Medical Leave (FML),Juryand Witness Duty Leave.

Why Join Us?

To find purpose in the possibilities, we need people who can see the bigger picture, who understand the human story that underpins everything we do. We welcome people with the imagination and drive to help us reinvent the future of healthcare. At BD, you’ll discover a culture in which you can learn, grow and thrive.

We believe that when people connect in person, we learn faster, collaborate more deeply, and build a stronger culture. Join us and enjoy a culture where face‑to‑face collaboration supports your learning, your progress, and your success.

Becton, Dickinson, and Company is an Equal Opportunity Employer. We evaluate applicants without regard to race, color, religion, age, sex, creed, national origin, ancestry, citizenship status, marital or domestic or civil union status, familial status, affectional or sexual orientation, gender identity or expression, genetics, disability, military eligibility or veteran status, and other legally protected characteristics.

Required Skills

Optional Skills

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Primary Work Location

Additional Locations

Work Shift

At BD, we reward, support and develop our associates through our comprehensive Total Rewards program. We are committed to attracting and retaining high quality talent by providing reward and recognition opportunities that promote a performance‑based culture, as well as a competitive package of compensation and benefits programs. You can learn more on our career site under "Our Commitment to You ."

Our salary or hourly rate ranges reward associates fairly and competitively. We regularly review these ranges and factors, such as location, contribute to the range displayed.

Our pay is based on the role and the necessary skills and education to perform it successfully. The salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA) requirements applicable to the work location which may also affect the workplace arrangement of the role.

Salary Range Information

$95,600.00 - $153,000.00 USD