As a Data Ethics Analyst with the Department of National Defence, you will play a crucial role in ensuring that artificial intelligence systems and data practices align with ethical standards, legal requirements, and Canadian values. You will assess the ethical implications of AI initiatives, evaluate data governance frameworks, and provide recommendations to support responsible AI adoption across the organization. Your work will directly influence how DND develops and deploys AI technology while maintaining public trust and protecting the rights of Canadian citizens.
Your day-to-day responsibilities will include conducting ethics assessments of AI projects, reviewing data collection and usage practices, collaborating with technical and policy teams to identify ethical risks, and developing guidelines and best practices for responsible AI governance. You will analyze complex scenarios where technology, policy, and ethics intersect, and communicate your findings to stakeholders at all levels. This role requires you to stay current with evolving ethical frameworks, regulatory changes, and emerging technologies.
You will work in a collaborative environment alongside data scientists, software developers, policy advisors, and senior leadership. Your insights will inform strategic decisions about AI implementation, help shape organizational culture around responsible technology use, and contribute to DND's commitment to ethical governance. This is an ideal role for someone passionate about ensuring technology serves the public interest while supporting national defence objectives.
Key Responsibilities
Contribute to artificial intelligence (ai) governance & standards projects and initiatives, Develop, test, and deploy AI/ML models and solutions, Analyze data to support evidence-based decision-making, Document technical approaches and ensure responsible AI practices
Required Skills
Python/R programming, Machine learning frameworks, Data analysis, Statistical modelling, Critical thinking, Technical proficiency, Attention to detail, Collaboration, Continuous learning
Typical Education
Post-secondary education or equivalent experience relevant to the position
Training
To be successful in this role, you should have a bachelor's degree in a relevant field such as computer science, data science, philosophy, public policy, law, or a related discipline. Some positions may accept equivalent work experience demonstrating strong analytical and ethical reasoning skills.
Key competencies include knowledge of AI and machine learning concepts, understanding of data governance and privacy frameworks (including PIPEDA and Treasury Board directives), familiarity with ethical frameworks and responsible AI principles, and strong analytical and communication skills. Professional certifications in data ethics, AI governance, or related fields are valuable. Government of Canada provides professional development opportunities through departments and agencies, including training on Treasury Board policies, access to online learning platforms, and support for pursuing relevant certifications or advanced credentials. You may also have opportunities to attend conferences and workshops on AI ethics and governance to stay informed of industry developments and best practices.
Entry Plans
There are several pathways to join DND as a Data Ethics Analyst. You can enter through advertised competitions posted on the Government of Canada's official job board (jobs.gc.ca), where positions are typically open to Canadian citizens, permanent residents, and others eligible under public service staffing policies. DND may also maintain talent pools or inventories of qualified candidates to fill positions more quickly.
If you are already a federal public servant, you may apply through internal competitions or use lateral movement processes to transfer into this role. DND's student employment programs, including the Federal Student Work Experience Program (FSWEP) and Post-Secondary Recruitment Initiative (PSRI), offer pathways for students and recent graduates to gain experience and potentially transition into permanent positions. Additionally, you may enter through bridging or priority hiring programs if you meet specific eligibility criteria. We encourage you to regularly check jobs.gc.ca and DND's careers website for current opportunities and to speak with a recruiter about the best entry route for your background.
Part-Time Options
Part-time and flexible work arrangements are often available for Data Ethics Analyst positions, depending on operational needs and management approval. Many DND civilian employees have access to flexible work schedules, compressed work weeks, and job sharing opportunities. Remote work options have expanded across the public service, and this role may offer the ability to work from home on a full-time, hybrid, or part-time basis, particularly for tasks involving research, analysis, and report writing.
The specific flexibility available will depend on the office location, team requirements, and the preferences of you and your manager. During the recruitment process and after being hired, you can discuss flexible work arrangements with your manager to find an arrangement that supports both your needs and DND's operational requirements. The public service is committed to work-life balance and recognizes that flexible work options can enhance productivity and employee well-being.
Related Careers
No related military careers on file for this position.
