Lead Algorithm Engineer
3 months ago
Putting People First, Every Day
BDO is a firm founded on the principles of fostering positive relationships with our team members and clients. Our professionals are dedicated to delivering exceptional service, providing clients with reliable advice and insights. In return, we offer an award-winning environment that prioritizes your personal and professional development.
Your Opportunity
We are seeking a Lead Algorithm Engineer to join our BDO Canada team, responsible for the following:
- Investigating mathematical theories, algorithms, and methodologies pertinent to AI, including probability, statistics, multivariate calculus, linear algebra, and graph theory.
- Creating innovative neural network designs, loss functions, and algorithms aimed at enhancing AI model performance and efficiency.
- Developing reinforcement learning, evolutionary computation, and nature-inspired algorithms for optimal decision-making processes.
- Formulating algorithms for AI applications such as natural language processing, prediction, and optimization tasks.
- Implementing solutions, rigorously testing outputs, benchmarking against leading standards, and identifying opportunities for enhancement.
- Publishing research papers that detail the mathematical foundations and characteristics of your innovative algorithms.
- Continuously broadening your knowledge in AI and mathematics to provide state-of-the-art algorithmic solutions.
How We Define Success in Your Role
You embody BDO's core values in every aspect of your work: Integrity, Respect, and Collaboration.
You possess a deep understanding of your client's industry, challenges, and opportunities; clients recognize you as positive, professional, and committed to delivering high-quality results.
You identify, recommend, and focus on effective service delivery to your clients.
You contribute to an inclusive and engaging work environment that attracts, retains, and develops talent.
You actively engage in the adoption of digital tools and strategies to foster an innovative workplace.
You enhance your expertise through ongoing learning and professional development.
Your Education and Experience
Master's degree in Mathematics, Statistics, Computer Science, or a related quantitative discipline.
3+ years of experience in developing algorithms for AI/ML applications.
Proficiency in AI mathematical concepts such as probabilistic graphical models, information theory, and heuristic search.
Strong understanding of software engineering principles, data structures, and algorithms.
Expertise in programming languages such as Python, R, MATLAB, C/C++, and Java.
Exceptional problem-solving, analytical, and critical thinking skills.
A strong passion for mathematics and artificial intelligence.
Ability to quickly learn complex new mathematical techniques.
Please include publications and GitHub links with your resume.
Preferred Qualifications
- Published academic research in ML/AI conferences and journals.
- Experience in Kaggle competitions demonstrating modeling expertise.
- Capability to mentor and share knowledge with colleagues.
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