AI Research Scientist
2 months ago
Data Science is all about breaking new ground to enable businesses to answer their most urgent questions. Pioneering massively parallel data-intensive analytic processing, our mission is to develop a whole new approach to generating meaning and value from petabyte-scale data sets and shape brand new methodologies, tools, statistical methods and models. We are in collaboration with leading academics, industry experts and highly skilled engineers to equip our customers to generate sophisticated new insights from the biggest of big data.
Join us to do the best work of your career and make a profound social impact as an AI Research Scientist, AI Security & Privacy on our AI Research Data Science Team in Ottawa, Ontario, Canada.
What you’ll achieve
As a AI Research Scientist, AI Security & Privacy, you’ll work on cutting-edge research to protect AI systems from threats while ensuring privacy and security. You will be responsible for contributing to business strategy and influence decision making based on information gained from deep dive analysis. You will produce actionable and compelling recommendations by interpreting insights from complex data sets. You will design processes to consolidate and examine unstructured data to generate actionable insights. p>
You will:
- Develop and implement novel methods to protect discriminative and generative AI models and systems from threats such as data extraction and model inversion attacks and collaborate with cross-functional teams to establish security best practices for model deployment.
- Integrate privacy-preserving techniques into AI model development while ensuring that ML models are built while safeguarding the privacy and security of data and data subjects.
- Apply your expertise in deep learning to address security and privacy challenges.
- Lead efforts to mitigate risks associated with data poisoning, prompt injection and other emerging threats and implement solutions that proactively enhance AI security and privacy in client and edge deployments.
- Work closely with cross-functional teams to establish guidelines for secure and privacy-aware model deployment and communicate effectively to drive adoption of best practices.
- Strong AI/ML and security skills.
- Python programming.
- Solid applied research skills.
Desirable Requirements
- Bachelor’s degree / PhD is an asset.
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