AI Risk Management Specialist

R. L. Polk Mobility LLC; Canada; Remote; CAD 90,000 - 130,000; Full time

Job summary

R. L.

Polk Mobility LLC in Canada seeks an AI risk professional to maintain the organization’s risk taxonomy and assessment methodology, encompassing safety, fairness, reliability, explainability, robustness and harmful output risks. You will develop risk evaluation rubrics and templates for model cards, risk assessments, and impact analyses, while guiding project teams in applying the risk framework and quality gates across deployments.

Qualifications

• Experience in AI/ML risk management or related analytical function.
• Familiarity with AI risk frameworks and legislation (NIST RMF, ISO 42001 & 23053, EU AI Act).
• Hands-on experience with bias and fairness testing or AI red-teaming is a plus.

Responsibilities

• Maintains AI risk taxonomy and assessment methodology (safety, fairness, reliability, explainability, robustness, harmful output).
• Develops risk evaluation rubrics for bias testing, fairness metrics, explainability, drift tolerance, and harmful output tolerances.
• Creates and maintains templates for risk documentation (model cards, risk assessments, impact analyses).
• Supports project teams in applying risk framework and quality gates; escalates high-risk deployments.
• Executes periodic independent risk audits to verify standards; supports red-teaming with Cybersecurity.

Skills

AI risk taxonomy

Develop risk rubrics

Risk documentation

Model evaluation

Fairness/safety testing

Audit execution

Cross-functional collaboration

Job description

Responsibilities

Maintains the organization's AI risk taxonomy and assessment methodology, covering safety, fairness, reliability, explainability, robustness, and harmful output risks. Develops risk evaluation rubrics for AI-specific risk dimensions (e.g., bias testing protocols, fairness metrics, explainability requirements by use case, drift tolerance thresholds, harmful output tolerances) within the established risk tolerance and acceptance thresholds. Develops and maintains templates and standards for risk documentation (model cards, risk assessments, impact analyses, risk scorecards); project teams produce their own documentation using these templates. Supports project teams in applying the risk assessment framework and quality gates, escalating high-risk deployments for direct review. Executes periodic independent risk audits on a sample basis to verify that federated execution meets the standards; project QAs provide first-line coverage. Supports red-teaming and adversarial testing coordination with the Cybersecurity team, focusing on safety, bias, and harmful output dimensions.

Background & Qualifications

Experience in AI/ML risk management, model risk management, technology risk, or a related analytical function. Working knowledge of AI-specific frameworks and legislation (NIST AI RMF, ISO 42001 & 23053, EU AI Act, and the proliferating landscape of US state-level AI legislation). Familiarity with risk assessment across safety, fairness, reliability, explainability, and robustness dimensions. Hands-on experience with model evaluation, bias and fairness testing, or AI red-teaming is a plus.

Skills

AI risk taxonomy and assessment methodology maintenance. Developing risk evaluation rubrics: bias testing, fairness metrics, explainability, drift, and harmful output. Risk documentation: model cards, risk assessments, impact analyses, and risk scorecards. Model evaluation and fairness/safety testing. Audit execution and independent risk review. Cross-functional collaboration with Engineering and Cybersecurity.

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us! It is the policy of Mobility to provide equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state or local law. In addition, Mobility will provide reasonable accommodations for qualified individuals with disabilities. Mobility delivers Essential Intelligence that shapes decision making. We provide the world's leading organizations with the right data, connected technologies and expertise they need to move ahead. As part of our team, you'll help solve complex challenges that equip businesses, governments and individuals with the knowledge to adapt to a changing economic landscape.