About the Role
Our client, a leading research and development institution, is looking for an accomplished Senior AI Researcher with a specialization in Explainable AI (XAI) to join their prestigious team in Kimberley, Northern Cape . This role is at the forefront of AI innovation, focusing on developing methods and techniques to make AI systems more transparent, understandable, and trustworthy. You will conduct cutting-edge research, publish findings in top-tier venues, and contribute to the theoretical and practical advancements in XAI. The ideal candidate possesses a strong academic background, a proven track record of research contributions, and a passion for advancing the field of interpretable AI. This is an exceptional opportunity to influence the future of trustworthy AI. We are committed to fostering a diverse and inclusive research community.
Key Responsibilities
- Conduct advanced research in Explainable AI (XAI), focusing on developing novel methods for model interpretability, transparency, and fairness.
- Design, implement, and evaluate XAI techniques for various machine learning models, including deep neural networks.
- Publish research findings in leading AI conferences and journals, and present work to the scientific community.
- Collaborate with other researchers and engineers to integrate XAI solutions into AI systems.
- Explore theoretical foundations of AI explainability and develop new theoretical frameworks.
- Develop tools and libraries to facilitate the application of XAI methods.
- Mentor junior researchers and contribute to the research group's strategic direction.
- Stay abreast of the latest developments in AI, machine learning, and XAI research.
- Contribute to building trustworthy and human-centric AI systems.
- Engage with industry partners to translate research advancements into practical applications.
Requirements
- Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
- A strong publication record in top-tier AI conferences and journals, with a demonstrated focus on Explainable AI.
- Deep understanding of machine learning algorithms, particularly deep learning models.
- Expertise in various XAI techniques, including LIME, SHAP, attention mechanisms, and concept-based explanations.
- Strong programming skills in Python and experience with ML frameworks like TensorFlow or PyTorch.
- Excellent analytical, critical thinking, and problem-solving skills.
- Strong communication and presentation skills, with the ability to articulate complex research ideas effectively.
- Ability to work independently and collaboratively in a research environment.
- Experience in developing open-source software libraries is a plus.
- Passion for advancing the trustworthiness and understandability of AI systems.
Benefits
- Highly competitive salary and research grant opportunities.
- Comprehensive health and wellness benefits.
- Generous professional development budget and support for conference attendance.
- Access to state-of-the-art research facilities and computational resources.
- Opportunity to work on groundbreaking AI research with global impact.
- Collaborative and intellectually stimulating research environment.
- Retirement savings plan and other financial benefits.
- Flexible working arrangements.
- Relocation assistance available.
- Work with a team of leading experts in the field of AI.
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Senior AI Researcher - Explainable AI (XAI) in Kimberley employer: Placements24
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