Description review
Laboratory Data Strategy & Architecture Lead
FormativGroup · Remote/United States - Full - Time (Pennsylvania or New Jersey preferred) · back to the listing
HR standards
61/100
needs work
Title ↔ description
76/100
solid
Reads as
Unclear
no confident match
What this role officially is
software architect — ESCO, the EU occupation classification
Software architects create the technical design and the functional model of a software system, based on functional specifications. They also design the architecture of the system or different modules and components related to the business' or customer requirements, technical platform, computer language or development environment.
Also known as: software architects, software designer, application architect
How others title the same work
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Startups
- Staff Software Engineer Curri
What the listing never says
- 26 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
- No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
The listing, marked up
Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
Lead laboratory data strategy, architecture, and migration planning for a complex pharmaceutical transformation.
FormativGroup partners with organizations to solve complex business and technology challenges through modern application, cloud, data, AI, and digital transformation solutions.
As a Laboratory Data Strategy & Architecture Lead, you will provide strategic and technical guidance for laboratory data across systems and platforms in a regulated pharmaceutical environment. You will own data strategy and roadmaps, guide mapping and conversion planning, and establish governance, quality, and integration requirements in partnership with laboratory, business, and technology stakeholders.
What You'll Work On
As Laboratory Data Strategy & Architecture Lead, you will:
• Develop and lead laboratory data strategies, roadmaps, mapping approaches, and conversion plans aligned to business and technology objectives.
• Define data reconciliation processes, quality standards, validation rules, and controls to support accurate and complete data migration.
• Establish data ownership, stewardship, governance, metadata, master/reference data, and operational handover requirements.
• Define laboratory data architecture, data models, integration patterns, interfaces, and cross-platform migration requirements.
• Partner with laboratory systems teams, data architects, business stakeholders, and delivery teams to identify dependencies, risks, gaps, and remediation plans.
• Provide subject matter guidance on laboratory data structures, workflows, and system transitions in regulated pharmaceutical environments.
• Support connected analytics, reporting, and cloud data initiatives while aligning practices with applicable regulatory and compliance requirements.
What You'll Bring
You will likely be successful in this role if you have:
• Extensive experience with laboratory systems and data in pharmaceutical or life sciences environments.
• Demonstrated ownership of laboratory data strategy, roadmaps, data architecture, and cross-system transformation planning.
• Direct experience with data mapping, conversion, migration planning, reconciliation, and data-quality controls.
• Strong knowledge of data governance, stewardship, metadata management, and master/reference data practices.
• Experience defining data models, system interfaces, integration requirements, and migration or validation standards.
• Ability to work directly with business, laboratory, IT, and architecture stakeholders and turn complex requirements into actionable plans.
• Working familiarity with cloud data platforms, analytics, and enterprise reporting environments.
How You Work
• Take ownership of ambiguous data challenges and translate them into pragmatic strategies, standards, and delivery plans.
• Communicate clearly with scientific, business, and technical stakeholders across a complex client program.
• Balance strategic direction with hands-on analysis and careful attention to data quality, traceability, and delivery risk.
Bonus Points If You Have
• Experience supporting large-scale laboratory system transformation or pharmaceutical data modernization programs.
• Familiarity with GxP requirements and regulated laboratory data practices.
• Experience with Laboratory Information Management Systems (LIMS), scientific data management, or cloud migration initiatives.
What Success Looks Like
• A clear, stakeholder-aligned laboratory data strategy and practical roadmap are established.
• Data ownership, architecture, mapping, conversion, reconciliation, and governance requirements are documented and actionable.
• Migration dependencies and data-quality risks are identified early, with clear remediation and validation approaches.
• Business, laboratory, and technical teams share a consistent understanding of data requirements and handover responsibilities.
Why Join FormativGroup
FormativGroup is a PE-backed technology consulting and implementation partner helping organizations modernize complex business platforms, improve delivery outcomes, and scale technology solutions that support long-term growth. We partner with clients across strategy, solution design, implementation, and ongoing support to help move critical initiatives from vision to execution. Our teams bring deep technical expertise, delivery discipline, and a collaborative approach to every engagement.
At FormativGroup, you'll work with people who are practical, collaborative, and focused on solving meaningful business and technology problems. We're growing, which means you'll have opportunities to contribute ideas, work closely with experienced leaders, and help shape how we deliver for clients.
Employment Eligibility
•
This role is a client-facing assignment remote in the United States requiring travel to Philadelphia approximately twice a month. Candidates based in New Jersey or Pennsylvania are preferred.
•
Applicants must be authorized to work for ANY employer in the U.S. We are unable to sponsor or take over sponsorship of an employment visa now or in the future.
We are committed to pay equity and transparency. The compensation range for this position represents our good faith estimate of the range we reasonably expect to pay for this role at the time of posting. The actual compensation offered will be determined based on factors such as the candidate’s experience, skills, education, work location, and internal equity.
In addition to hourly pay, employees may be eligible for discretionary bonuses, commissions, or other incentive programs, as well as a comprehensive benefits package that includes medical, dental, vision, 401(k), paid time off, etc.
Estimated hourly Compensation Range:
$75—$80 USD
FormativGroup operates within the critical middle layer of business technology, where applications and systems connect infrastructure to business processes. We are specialists who help the middle market take full advantage of their technology investments with deep, industry-centric expertise, all in one place, to unify fragmented systems. With deep technical expertise across cloud architecture, system integration, AI, and data strategy, we bridge the gap between business goals and modern platforms.
FormativGroup is an equal opportunity employer providing opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.
ADA Specifications: Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of this position.
#formativgroupcareers #WorkWithUs
Click here to view our Privacy Policy
FormativGroup partners with organizations to solve complex business and technology challenges through modern application, cloud, data, AI, and digital transformation solutions.
As a Laboratory Data Strategy & Architecture Lead, you will provide strategic and technical guidance for laboratory data across systems and platforms in a regulated pharmaceutical environment. You will own data strategy and roadmaps, guide mapping and conversion planning, and establish governance, quality, and integration requirements in partnership with laboratory, business, and technology stakeholders.
What You'll Work On
As Laboratory Data Strategy & Architecture Lead, you will:
• Develop and lead laboratory data strategies, roadmaps, mapping approaches, and conversion plans aligned to business and technology objectives.
• Define data reconciliation processes, quality standards, validation rules, and controls to support accurate and complete data migration.
• Establish data ownership, stewardship, governance, metadata, master/reference data, and operational handover requirements.
• Define laboratory data architecture, data models, integration patterns, interfaces, and cross-platform migration requirements.
• Partner with laboratory systems teams, data architects, business stakeholders, and delivery teams to identify dependencies, risks, gaps, and remediation plans.
• Provide subject matter guidance on laboratory data structures, workflows, and system transitions in regulated pharmaceutical environments.
• Support connected analytics, reporting, and cloud data initiatives while aligning practices with applicable regulatory and compliance requirements.
What You'll Bring
You will likely be successful in this role if you have:
• Extensive experience with laboratory systems and data in pharmaceutical or life sciences environments.
• Demonstrated ownership of laboratory data strategy, roadmaps, data architecture, and cross-system transformation planning.
• Direct experience with data mapping, conversion, migration planning, reconciliation, and data-quality controls.
• Strong knowledge of data governance, stewardship, metadata management, and master/reference data practices.
• Experience defining data models, system interfaces, integration requirements, and migration or validation standards.
• Ability to work directly with business, laboratory, IT, and architecture stakeholders and turn complex requirements into actionable plans.
• Working familiarity with cloud data platforms, analytics, and enterprise reporting environments.
How You Work
• Take ownership of ambiguous data challenges and translate them into pragmatic strategies, standards, and delivery plans.
• Communicate clearly with scientific, business, and technical stakeholders across a complex client program.
• Balance strategic direction with hands-on analysis and careful attention to data quality, traceability, and delivery risk.
Bonus Points If You Have
• Experience supporting large-scale laboratory system transformation or pharmaceutical data modernization programs.
• Familiarity with GxP requirements and regulated laboratory data practices.
• Experience with Laboratory Information Management Systems (LIMS), scientific data management, or cloud migration initiatives.
What Success Looks Like
• A clear, stakeholder-aligned laboratory data strategy and practical roadmap are established.
• Data ownership, architecture, mapping, conversion, reconciliation, and governance requirements are documented and actionable.
• Migration dependencies and data-quality risks are identified early, with clear remediation and validation approaches.
• Business, laboratory, and technical teams share a consistent understanding of data requirements and handover responsibilities.
Why Join FormativGroup
FormativGroup is a PE-backed technology consulting and implementation partner helping organizations modernize complex business platforms, improve delivery outcomes, and scale technology solutions that support long-term growth. We partner with clients across strategy, solution design, implementation, and ongoing support to help move critical initiatives from vision to execution. Our teams bring deep technical expertise, delivery discipline, and a collaborative approach to every engagement.
At FormativGroup, you'll work with people who are practical, collaborative, and focused on solving meaningful business and technology problems. We're growing, which means you'll have opportunities to contribute ideas, work closely with experienced leaders, and help shape how we deliver for clients.
Employment Eligibility
•
This role is a client-facing assignment remote in the United States requiring travel to Philadelphia approximately twice a month. Candidates based in New Jersey or Pennsylvania are preferred.
•
Applicants must be authorized to work for ANY employer in the U.S. We are unable to sponsor or take over sponsorship of an employment visa now or in the future.
We are committed to pay equity and transparency. The compensation range for this position represents our good faith estimate of the range we reasonably expect to pay for this role at the time of posting. The actual compensation offered will be determined based on factors such as the candidate’s experience, skills, education, work location, and internal equity.
In addition to hourly pay, employees may be eligible for discretionary bonuses, commissions, or other incentive programs, as well as a comprehensive benefits package that includes medical, dental, vision, 401(k), paid time off, etc.
Estimated hourly Compensation Range:
$75—$80 USD
FormativGroup operates within the critical middle layer of business technology, where applications and systems connect infrastructure to business processes. We are specialists who help the middle market take full advantage of their technology investments with deep, industry-centric expertise, all in one place, to unify fragmented systems. With deep technical expertise across cloud architecture, system integration, AI, and data strategy, we bridge the gap between business goals and modern platforms.
FormativGroup is an equal opportunity employer providing opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.
ADA Specifications: Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of this position.
#formativgroupcareers #WorkWithUs
Click here to view our Privacy Policy