Senior Business Analyst - ELN and LIMS

Working with Us
Challenging. Meaningful. Life-changing. Those aren't words that are usually associated with a job. But working at Bristol Myers Squibb is anything but usual. Here, uniquely interesting work happens every day, in every department. From optimizing a production line to the latest breakthroughs in cell therapy, this is work that transforms the lives of patients, and the careers of those who do it. You'll get the chance to grow and thrive through opportunities uncommon in scale and scope, alongside high-achieving teams. Take your career farther than you thought possible.

Bristol Myers Squibb recognizes the importance of balance and flexibility in our work environment. We offer a wide variety of competitive benefits, services and programs that provide our employees with the resources to pursue their goals, both at work and in their personal lives. Read more: careers.bms.com/working-with-us.

• Job Posting Title Senior Business Analyst

Job Description
Position Overview

At Bristol Myers Squibb, we are inspired by a single vision - transforming patients' lives through science. Across oncology, hematology, immunology, and cardiovascular disease, our colleagues advance innovations that drive meaningful change. The Senior Business Analyst on the LIMS/ELN and Entity Registration Platforms team bridges scientific research needs and IT solutions, with a focus on ELN/LIMS capabilities and the responsible adoption of Generative AI. The role partners with researchers, lab personnel, and IT to understand workflows, design solutions, and ensure effective implementation and support. What sets this role apart is its hands-on, build-oriented delivery model. Rather than relying solely on written specifications and slide-based reviews, this analyst configures working solutions and prototypes directly in the platform - schemas, registration models, templates, and GenAI-assisted workflows - and uses live demonstrations to validate designs with stakeholders. The goal is a faster, more iterative path from scientific need to deployed capability.
Our Delivery Approach

• Build to Demonstrate: Alongside traditional analysis, this role emphasizes prototyping. Where a workflow gap is identified, the analyst builds a working configuration in the platform and walks stakeholders through it in a live session - complementing requirements documentation with tangible, testable solutions.
• Hands-on prototyping: Configure working solutions directly in Benchling (or Sapio, Genedata, IDBS) to validate designs early and reduce rework.
• Demonstrate solutions live: Use working platform sessions, alongside documentation, so stakeholders can react to a real solution rather than only a specification.
• Iterative, sprint-based delivery: Scope and deliver in short cycles, refining configurations based on direct user feedback rather than long upfront analysis phases.
• GenAI as a practical tool: Build and test AI-assisted lab workflows - prompt templates, summarization, protocol drafting - iterating with users to prove value before scale-up.
• Platform depth: Strong hands-on ELN/LIMS configuration expertise (schemas, registry models, templates, routing) is central to the role, complementing analytical and stakeholder skills.
• Prototyping & Platform Delivery: Translate scientific workflow needs into working platform configurations - schemas, entry forms, templates, routing rules, review workflows. Conduct working sessions in the platform (e.g., Benchling) to validate designs with scientists, complementing written requirements with live demonstration. Own end-to-end delivery of scoped platform features, from requirements through deployed, tested configuration and support. Develop reusable configuration patterns and components to improve delivery speed and consistency over time.
• GenAI Workflow Enablement: Identify, prototype, and deploy GenAI-assisted workflows: protocol drafting assistants, experiment summarization, semantic search, assay troubleshooting bots. Build working prototypes using API calls, prompt templates, and lightweight RAG pipelines - demonstrate live to science stakeholders. Define evaluation criteria, guardrails, and responsible-use controls for each GenAI use case; iterate based on user feedback. Partner with platform engineers on integration of AI capabilities into ELN/LIMS workflows.
• Requirements & Solution Design: Collaborate with scientists and lab managers to understand experimental workflows; document user needs, process maps, and data standards for ELN/LIMS and GenAI use cases. Partner with platform engineers and vendors to design configurations, integrations (APIs/webhooks/ETL), roles/permissions, and audit/traceability aligned with BMS standards. Design registration models, schema structures, and data standards consistent with BMS data governance and FAIR principles. Coordinate instrument data capture and interoperability with analytics environments (Databricks, Snowflake, Power BI).
• Delivery & Quality Assurance: Manage backlog and sprint delivery; write precise user stories and acceptance criteria; script and execute UAT. Develop training materials and conduct structured end-user training, favoring concise, platform-embedded guidance (video walkthroughs, in-app help) where it improves adoption. Partner with QA/Validation for GxP/CLIA-applicable configurations (21 CFR Part 11, data integrity, audit trail); ensure change control documentation.
• Stakeholder & Vendor Engagement: Serve as the primary hands-on technical contact for scientific stakeholders - able to answer configuration questions live without escalation. Coordinate with platform vendors (Benchling, Sapio, Genedata, IDBS) on feature roadmaps, issue escalation, and configuration best practices. Contribute to SOWs, roadmap planning, and service reviews; represent the team's delivery capability with credibility.
• Ideal Candidate Profile
• Core Signal: You combine sound analysis with the ability to build. You're as comfortable documenting a workflow as you are configuring a Benchling schema or GenAI prototype to demonstrate the solution to scientists directly.
• Required: Demonstrated hands-on ELN/LIMS configuration experience. Benchling schema design, registry models, entry workflows, notebook templates, routing rules or equivalent depth in Sapio, Genedata, Dotmatics, Revvity, or IDBS BioBook.
• Required: Life sciences domain fluency. Molecular biology, antibody discovery, protein chemistry, biochemistry, or related R&D lab workflows. Degree in Biological or Chemical Sciences; prior hands-on research experience strongly preferred.
• Required: GenAI prototyping capability. Has built and demonstrated working AI-assisted workflows - prompt engineering, RAG, evaluation frameworks. Basic Python or notebook skills sufficient to demo a prototype without IT support.
• Required: Clear communication, including ability to communicate effectively with lab, IT, and leadership audiences, and comfortable conducting live system walkthroughs alongside written communication.
• Preferred: Regulatory awareness. Working knowledge of 21 CFR Part 11, GxP/CLIA data integrity principles, and what they mean for ELN/LIMS configuration. Qualifications
  Education Bachelor's or Master's in Life Sciences (Molecular Biology, Biochemistry, Bioengineering) or related field.
• Experience 3+ years configuring and implementing ELN/LIMS platforms in life-sciences R&D (Benchling, Sapio, Genedata, Dotmatics, Revvity, or IDBS).3+ years in a hands-on platform delivery role (Product BA, Platform Analyst, or equivalent) combining analysis with direct configuration work.1-2+ years enabling GenAI solutions for scientific workflows: prompting, RAG architectures, evaluation/guardrails, responsible deployment. Technical Skills ELN/LIMS configuration: schemas, registry/entity models, notebook templates, workflow routing, roles/permissions.REST APIs / JSON; basic SQL for data validation and ad hoc analysis.Familiarity with data models, ontologies, and controlled vocabularies relevant to research informatics.Exposure to cloud analytics environments: Databricks, Snowflake, or Power BI.Basic Python or Jupyter notebooks for GenAI prototyping and data exploration (preferred). Preferred Qualifications
  Hands-on instrument data capture integration experience.Familiarity with vector search, embeddings, and LLM evaluation frameworks.Professional certifications: CSPO/PSPO, CBAP/CCBA, or PMP. Why You Should Apply
  Around the world, we are passionate about impacting the lives of patients with serious diseases. Empowered to apply our talents and perspectives in an inclusive culture, our values of passion, innovation, urgency, accountability, inclusion, and integrity bring out the best in our colleagues.In this role specifically, you will work on platforms that directly shape how BMS scientists conduct research, capture data, and discover new medicines - and you will see your configurations and workflows used every day by researchers across oncology, immunology, hematology, and cardiovascular programs.We offer competitive benefits, flexibility, and growth opportunities to help you thrive at work and in life.Bristol Myers Squibb is an Equal Opportunity Employer. Qualified applicants will receive consideration without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status. Reasonable accommodations are available upon request throughout the recruitment process.

If you come across a role that intrigues you but doesn't perfectly line up with your resume, we encourage you to apply anyway. You could be one step away from work that will transform your life and career.

Compensation Overview:

San Diego - CA - US: $100,420 - $121,684

The starting compensation range(s) for this role are listed above for a full-time employee (FTE) basis. Additional incentive cash and stock opportunities (based on eligibility) may be available. The starting pay rate takes into account characteristics of the job, such as required skills, where the job is performed, the employee's work schedule, job-related knowledge, and experience. Final, individual compensation will be decided based on demonstrated experience.


Eligibility for specific benefits listed on our careers site may vary based on the job and location. For more on benefits, please visit

Benefit offerings are subject to the terms and conditions of the applicable plans in effect at the time and may require enrollment. Our benefits include:

• Health Coverage: Medical, pharmacy, dental, and vision care.
• Wellbeing Support: Programs such as BMS Well-Being Account, BMS Living Life Better, and Employee Assistance Programs (EAP).
• Financial Well-being and Protection: 401(k) plan, short- and long-term disability, life insurance, accident insurance, supplemental health insurance, business travel protection, personal liability protection, identity theft benefit, legal support, and survivor support.

Work-life benefits include:

Paid Time Off

• US Exempt Employees: flexible time off (unlimited, with manager approval, 11 paid national holidays (not applicable to employees in Phoenix, AZ, Puerto Rico or Rayzebio employees)
• Phoenix, AZ, Puerto Rico and Rayzebio Exempt, Non-Exempt, Hourly Employees: 160 hours annual paid vacation for new hires with manager approval, 11 national holidays, and 3 optional holidays

Based on eligibility*, additional time off for employees may include unlimited paid sick time, up to 2 paid volunteer days per year, summer hours flexibility, leaves of absence for medical, personal, parental, caregiver, bereavement, and military needs and an annual Global Shutdown between Christmas and New Years Day.

All global employees full and part-time who are actively employed at and paid directly by BMS at the end of the calendar year are eligible to take advantage of the Global Shutdown.

*Eligibility Disclosure: The summer hours program is for United States (U.S.) office-based employees due to the unique nature of their work. Summer hours are generally not available for field sales and manufacturing operations and may also be limited for the capability centers. Employees in remote-by-design or lab-based roles may be eligible for summer hours, depending on the nature of their work, and should discuss eligibility with their manager. Employees covered under a collective bargaining agreement should consult that document to determine if they are eligible. Contractors, leased workers and other service providers are not eligible to participate in the program.

Uniquely Interesting Work, Life-changing Careers
With a single vision as inspiring as "Transforming patients' lives through science™ ", every BMS employee plays an integral role in work that goes far beyond ordinary. Each of us is empowered to apply our individual talents and unique perspectives in a supportive culture, promoting global participation in clinical trials, while our shared values of passion, innovation, urgency, accountability, inclusion and integrity bring out the highest potential of each of our colleagues.

On-site Protocol

BMS has an occupancy structure that determines where an employee is required to conduct their work. This structure includes site-essential, site-by-design, field-based and remote-by-design jobs. The occupancy type that you are assigned is determined by the nature and responsibilities of your role:

Site-essential roles require 100% of shifts onsite at your assigned facility. Site-by-design roles may be eligible for a hybrid work model with at least 50% onsite at your assigned facility. For these roles, onsite presence is considered an essential job function and is critical to collaboration, innovation, productivity, and a positive Company culture. For field-based and remote-by-design roles the ability to physically travel to visit customers, patients or business partners and to attend meetings on behalf of BMS as directed is an essential job function.

Supporting People with Disabilities

BMS is dedicated to ensuring that people with disabilities can excel through a transparent recruitment process, reasonable workplace accommodations/adjustments and ongoing support in their roles. Applicants can request a reasonable workplace accommodation/adjustment prior to accepting a job offer. If you require reasonable accommodations/adjustments in completing this application, or in any part of the recruitment process, direct your inquiries to View email address on click.appcast.io. Visit careers.bms.com/eeo-accessibility to access our complete Equal Employment Opportunity statement.

Candidate Rights

BMS will consider for employment qualified applicants with arrest and conviction records, pursuant to applicable laws in your area.

If you live in or expect to work from Los Angeles County if hired for this position, please visit this page for important additional information:

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If you believe that the job posting is missing information required by local law or incorrect in any way, please contact BMS at View email address on click.appcast.io. Please provide the Job Title and Requisition number so we can review. Communications related to your application should not be sent to this email and you will not receive a response. Inquiries related to the status of your application should be directed to Chat with Ripley.

R1604174 : Senior Business Analyst - ELN and LIMS