Senior Algorithm Engineer
6 days ago
BDO is a professional services firm that delivers exceptional client service and helps clients achieve their goals. Our team of experts provides a wide range of services, including audit, tax, and advisory services.
Your OpportunityWe are seeking a highly skilled Senior Algorithm Engineer to join our team and contribute to the development of cutting-edge AI solutions. As a Senior Algorithm Engineer, you will be responsible for designing and implementing novel neural network architectures, loss functions, and algorithms to improve AI model performance and efficiency.
Key Responsibilities- Research and Development: Conduct research on mathematical theories, algorithms, and techniques relevant to AI, including probability, statistics, multivariate calculus, linear algebra, graph theory, and other areas.
- Algorithm Design: Design novel neural network architectures, loss functions, and algorithms to improve AI model performance and efficiency.
- Implementation and Testing: Implement solutions, rigorously test outputs, benchmark against state-of-the-art, and identify areas for improvement.
- Publishing and Knowledge Sharing: Publish papers detailing mathematical foundations and properties of novel algorithms and share knowledge with colleagues.
- Education: Master's degree in Mathematics, Statistics, Computer Science, or a related quantitative field.
- Experience: 3+ years' experience developing algorithms for AI/ML applications.
- Expertise: Expertise in AI math topics like probabilistic graphical models, information theory, heuristic search.
- Technical Skills: Strong grasp of software engineering, data structures, and algorithms, as well as proficiency in languages like Python, R, MATLAB, C/C++, Java.
- Soft Skills: Exceptional problem-solving, analytical, and critical thinking abilities, as well as a strong passion for mathematics and artificial intelligence.
- Publishing Experience: Published academic research in ML/AI conferences and journals.
- Kaggle Experience: Kaggle competition experience demonstrating modeling expertise.
- Mentorship: Ability to mentor and share knowledge with colleagues.
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