Machine Learning ofertas em Grã-Bretanha

Title posted on CareerBeacon - A.I. Adversarial Testing Engineer

Posted on April 25, 2025 by Employer details TD Bank

Work Location: Toronto, Ontario, Canada

Hours: 37.5

Line of Business: Analytics, Insights, & Artificial Intelligence

Pay Details: $91,200 - $136,800 CAD

TD is committed to providing fair and equitable compensation opportunities to all colleagues. Growth opportunities and skill development are defining features of the colleague experience at TD. Our compensation policies and practices have been designed to allow colleagues to progress through the salary range over time as they progress in their role. The base pay actually offered may vary based upon the candidate's skills and experience, job-related knowledge, geographic location, and other specific business and organizational needs. As a candidate, you are encouraged to ask compensation related questions and have an open dialogue with your recruiter who can provide you more specific details for this role.

Responsibilities:

1. Develop and implement test tools that evaluate the resilience of an AI-enabled system to adversarial attacks.
2. Conduct red teaming exercises to assess the security of AI models, AI-enabled systems, and operationally realistic scenarios.
3. Collaborate with industry subject matter experts to identify potential threats and vulnerabilities and create test tools that assess their impact and likelihood.
4. Build and maintain tools, scripts, and frameworks to automate the evaluation and resilience of AI-enabled systems to adversarial attacks.
5. Work on solutions to enhance defense mechanisms, such as anomaly detection, intrusion detection systems, and threat intelligence for AI models.
6. Generate comprehensive reports and documentation of red teaming exercises, including findings, vulnerabilities, and recommendations for remediation.
7. Stay up-to-date with the latest advancements in AI to continuously improve attack techniques and defense strategies.
8. Collaborate with cross-functional teams, including cybersecurity experts, AI model developers, AI model users, and test engineers, to provide insights and recommendations for improving adversarial AI defenses.

1. Bachelor's/Master's degree in computer science, computer engineering, or relevant field
2. Minimum 5+ years in IT
3. 2+ Years in AI
4. 3+ Years Azure Cloud Engineer
5. 3+ years in Adversary experience
6. Strong programming skills, especially in languages like Python and C++.
7. Proficiency in machine learning and AI technologies.
8. Experience with evaluating AI models and creating test harness for offensive use
9. In-depth knowledge of adversarial AI concepts, threats, and defensive measures.
10. Experience with penetration testing and ethical hacking.
11. Familiarity with adversarial AI and cybersecurity frameworks and standards (e.g., NIST, MITRE ATT&CK, MITRE ATLAS).
12. Experience with Model Evasion, Extraction, Inversion, Poisoning attacks and LLM Prompt injection
13. Strong communication skills to articulate findings and recommendations effectively.
14. Demonstrated expertise in Adversarial AI threat landscape
15. Experience with Enterprise Data Lakes, relational database, complex data structures, data analysis tools

TD is one of the world's leading global financial institutions and is the fifth largest bank in North America by branches/stores. Every day, we deliver legendary customer experiences to over 27 million households and businesses in Canada, the United States and around the world. More than 95,000 TD colleagues bring their skills, talent, and creativity to the Bank, those we serve, and the economies we support. We are guided by our vision to Be the Better Bank and our purpose to enrich the lives of our customers, communities, and colleagues. TD is deeply committed to being a leader in customer experience, that is why we believe that all colleagues, no matter where they work, are customer facing.

2025-05-24