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artificial intelligence (AI) analyst
Title posted on CareerBeacon - A.I. Adversarial Testing Engineer
Posted on October 17, 2024 by Employer details TD Bank
Job details
Work Location:CanadaHours:37.5Line of Business:Analytics, Insights, & Artificial IntelligencePay Details:We're committed to providing fair and equitable compensation to all our colleagues. As a candidate, we encourage you to have an open dialogue with a member of our HR Team and ask compensation related questions, including pay details for this role.Job Description:ResponsibilitiesDevelop and implement test tools that evaluate the resilience of an AI-enabled system to adversarial attacks.Conduct red teaming exercises to assess the security of AI models, AI-enabled systems, and operationally realistic scenarios.Collaborate with industry subject matter experts to identify potential threats and vulnerabilities and create test tools that assess their impact and likelihood.Builds and maintains tools, scripts, and frameworks to automate the evaluation and resilience of AI-enabled systems to adversarial attacks.Work on solutions to enhance defense mechanisms, such as anomaly detection, intrusion detection systems, and threat intelligence for AI models.Generate comprehensive reports and documentation of red teaming exercises, including findings, vulnerabilities, and recommendations for remediation.Stay up-to-date with the latest advancements in AI to continuously improve attack techniques and defense strategies.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.Required skills and qualificationsBachelor's/Master's degree in computer science, computer engineering, or relevant fieldMinimum 5+ years in IT2+ Years in AI3+ Years Azure Cloud Engineer3+ years in Adversary experienceStrong programming skills, especially in languages like Python and C++.Proficiency in machine learning and AI technologies.Experience with evaluating AI models and creating test harness for offensive useIn-depth knowledge of adversarial AI concepts, threats, and defensive measures.Experience with penetration testing and ethical hacking.Familiarity with adversarial AI and cybersecurity frameworks and standards (e.g., NIST, MITRE ATT&CK, MITRE ATLAS).Experience with Model Evasion, Extraction, Inversion, Poisoning attacks and LLM Prompt injectionStrong communication skills to articulate findings and recommendations effectively.Demonstrated expertise in Adversarial AI threat landscapeExperience with Enterprise Data Lakes, relational database, complex data structures, data analysis tools#LI-TECHWho We Are: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. As we build our business and deliver on our strategy, we are innovating to enhance the customer experience and build capabilities to shape the future of banking. Whether you've got years of banking experience or are just starting your career in financial services, we can help you realize your potential. Through regular leadership and development conversations to mentorship and training programs, we're here to support you towards your goals. As an organization, we keep growing ? and so will you. Our Total Rewards PackageOur Total Rewards package reflects the investments we make in our colleagues to help them and their families achieve their financial, physical, and mental well-being goals. Total Rewards at TD i- LocationToronto, ON
- Workplace information On site
- SalaryNot available
- Terms of employment Permanent employmentFull time
- Starts as soon as possible
- vacancies 1 vacancy
- Source CareerBeacon #2117997
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