Regulatory, Compliance, and Data
What are Regulatory, Compliance, and Data roles?
Regulatory, compliance, and data roles within government organizations support the development, oversight, and continuous improvement of programs and systems that protect public interest. These roles are essential to ensuring that policies and initiatives are implemented effectively, organizations adhere to applicable laws and standards, and decisions are guided by reliable data and evidence.Â
Working across federal, provincial, and municipal governments, as well as public agencies and health authorities, individuals in these roles contribute to areas such as public health, healthcare delivery, environmental protection, and research oversight. For graduate students and postdoctoral researchers in the biomedical sciences, these career paths offer opportunities to apply scientific knowledge in operational, analytical, and governance-focused contexts.Â
Rather than conducting primary research, professionals in these roles interpret regulatory and/or operational outputs to monitor compliance, manage risk, evaluate programs, and support data-driven decision-making.
Explore Regulatory, Compliance, and Data Roles
Discover what it means to work in regulatory, compliance, and data roles and the common qualifications needed to enter and succeed in these areas.Â
Compliance Officer
Compliance officers play a critical role in ensuring that organizations, programs, and activities operate in accordance with applicable laws, regulations, policies, and ethical standards. In government and public sector settings, this work supports accountability, protects public safety, and ensures adherence to established frameworks in areas such as healthcare, research, privacy, and public administration. Â
Compliance officers are responsible for monitoring and assessing whether internal processes and external stakeholders are meeting regulatory requirements. This may involve reviewing documentation, conducting audits or inspections, identifying areas of risk or non-compliance, and recommending corrective actions. Â
In many cases, compliance roles often intersect with regulatory frameworks governing research, clinical trials, public health programs, and laboratory standards. Compliance officers may interpret guidelines related to research ethics, biosafety, data privacy, or clinical regulations, and provide guidance to ensure that activities align with these requirements.Â
Compliance officers work closely with program teams, researchers, and organizational leadership to develop policies, training materials, and procedures that support compliance. They may also investigate incidents, respond to inquiries, and contribute to continuous improvement efforts by identifying trends and recommending system-level changes.Â
- At a minimum, a bachelor’s degree in a relevant discipline is usually required. In many cases, a graduate degree is a requirement or a strong asset.Â
- Knowledge of regulatory frameworks, standards, or guidelines relevant to healthcare, research, or public sector operations.Â
- GMP/GLP training or experience.Â
- Experience working with stakeholders across multidisciplinary teams.Â
- Experience applying policies, protocols, or regulatory requirements in a variety of settings.Â
- Familiarity with audit, risk management, or quality assurance processes is an asset.Â
- Regulatory interpretation – Ability to understand and apply laws, guidelines, and policies within specific operational contexts
- Attention to detail – Strong accuracy in reviewing documents, identifying inconsistencies, and ensuring compliance
- Risk assessment and problem-solving – Capacity to identify potential risks and recommend practical, effective solutions
- Scientific and technical literacy – Ability to understand biomedical or clinical processes and apply relevant regulations
- Communication – Skill in clearly conveying requirements, expectations, and findings to diverse audiences
- Stakeholder engagement – Ability to work collaboratively with program teams, researchers, and external partners
- Ethics and judgment – Strong commitment to integrity, accountability, and responsible decision-making
- Organizational and project management – Ability to manage multiple tasks, timelines, and priorities effectively
- Adaptability – Capacity to respond to evolving regulations, emerging risks, and changing organizational needs
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Data Analyst
Data analysts play a key role in supporting evidence-informed decision-making by transforming complex datasets into meaningful insights that guide government programs, policies, and services. Their primary role is to collect, manage, and analyze, and communicate data in ways that informs decisions and improve outcomes across public health systems.Â
In government and public sector settings, data analysts work with a wide range of data sources, including administrative data, health system records, population-level datasets, and research-derived data. For individuals with biomedical or health sciences-related training, this often includes analyzing clinical, epidemiological, or health services data to understand trends, evaluate program outcomes, and identify areas for improvement.Â
Data analysts identify and gather relevant data from multiple sources, ensure its quality and integrity through cleaning and preparation, and apply statistical and analytical methods to uncover patterns, relationships, and trends. Their work may include developing models, conducting exploratory and inferential analyses, and generating performance indicators that track system performance and outcomes. Â
A central responsibility of the role is translating technical findings into clear, actionable insights. Data analysts create reports, dashboards, and visualizations that communicate results to diverse audiences, including policy makers, program managers, and senior leadership. This ability to bridge technical analysis and real-world decision making is essential in government contexts, where data is used to guide resource allocation, program design, and public accountability. Â
Data analysts work closely with multidisciplinary teams, including policy professionals, researchers, clinicians, and operational staff. Their analyses support activities such as program evaluation, performance measurement, and forecasting future needs. In public sector environments, their work contributes directly to improving service delivery, enhancing efficiency, and supporting transparency.Â
- At a minimum, a bachelor’s degree in a relevant discipline is usually required. In many cases, a graduate degree is a requirement or a strong asset.Â
- Knowledge of regulatory frameworks, standards, or guidelines relevant to healthcare, research, or public sector operations.Â
- GMP/GLP training or experience.Â
- Experience working with stakeholders across multidisciplinary teams.Â
- Experience applying policies, protocols, or regulatory requirements in a variety of settings.Â
- Familiarity with audit, risk management, or quality assurance processes is an asset.Â
- Data analysis and statistical methods – Ability to apply appropriate analytical techniques to explore data, test hypotheses, and generate insights
- Data management – Skills in collecting, cleaning, organizing, and maintaining datasets to ensure accuracy and reliability
- Data visualization and reporting – Proficiency in presenting findings through charts, dashboards, and reports for diverse audiences
- Programming and tools – Experience with tools such as R, Python, SQL, Excel, and data visualization platforms (e.g., Tableau, Power BI)
- Critical thinking – Ability to interpret results, identify patterns, and assess the validity and limitations of analyses
- Communication – Skill in translating complex quantitative findings into clear, actionable insights
- Collaboration – Ability to work effectively with policy professionals, researchers, and operational teams
- Attention to detail – Strong focus on data quality, accuracy, and reproducibility
- Data ethics and privacy – Understanding of responsible data use, including confidentiality and compliance with data protection standards
Resources to help you land a regulatory, compliance, and data role
Access essential resources to support you at every stage of your journey toward securing a regulatory, compliance, or data role!
Evidence for Democracy (E4D) is a non-partisan Canadian non-profit organization which advocates for evidence-based policymaking in the government. They provide interactive training experiences that equip researchers with the knowledge, skills, and confidence to engage in public policy and advocate effectively for science and evidence.
The Science to Policy Accelerator (S2PA) is a unique training program designed to equip early-career researchers across Canada with the skills, knowledge, and networks to engage effectively with public policy. Through expert-led sessions, hands-on exercises, and real-world case studies, S2PA provides the tools you need to translate research into action and become a leader at the science-policy interface.
Hub for connectivity, convening, capacity building, and catalyzing research in support of effective science and innovation policy. They host events and workshops, as well as a yearly conference.
A series of videos covering career development topics, including how to convert your CV to a resume, questions to ask when networking, job searching tips, how to use LinkedIn, networking tips for introverts, how to prepare for interviews, and more.
Skillsoft Percipio Learning Platform is a free virtual learning platform for TeamUHN that offers self‑paced courses and live classes to help build skills in leadership, business, communication, and more. The platform also includes training and educational content that can be applied toward the Project Management Institute’s requirements for the Project Management Professional (PMP) certification!
Provides a range of services for University of Toronto graduate students including one-on-one career advising, job shadowing, and CV/resume support.
Disclosure: This resource is provided for informational purposes only. All efforts have been made to ensure the accuracy and clarity of the content; however, specific details, requirements, and expectations may vary across institutions and positions. Readers should always consult individual job postings or official organizational resources for the most current and authoritative information.Â