Senior Algorithm Engineer

2 months ago

Ottawa, Ontario, Canada BDO Full time

Putting People First, Every Day

BDO is a firm built on a foundation of positive relationships with our people and our clients. Each day, our professionals provide exceptional service, helping clients with advice and insight they can trust. In turn, we offer an award-winning environment that fosters a high priority on your personal and professional growth.

Your Opportunity

We're seeking a Senior Specialist, Algorithm Engineering, to join our BDO Canada team and take ownership of the following responsibilities:

  • Conduct research on mathematical theories, algorithms, and techniques relevant to AI, including probability, statistics, multivariate calculus, linear algebra, graph theory, and more.
  • Design novel neural network architectures, loss functions, and algorithms to improve AI model performance and efficiency.
  • Develop reinforcement learning, evolutionary computation, and nature-inspired algorithms for optimal decision-making.
  • Create algorithms for AI tasks like NLP, prediction, and optimization.
  • Implement solutions, rigorously test outputs, benchmark against state-of-the-art, and identify areas for improvement.
  • Publish papers detailing mathematical foundations and properties of your novel algorithms.
  • Continuously expand your AI and math knowledge to deliver cutting-edge algorithmic solutions.

How Do We Define Success for Your Role?

We define success as:

  • You demonstrate BDO's core values through all aspects of your work: Integrity, Respect, and Collaboration.
  • You understand your client's industry, challenges, and opportunities; clients describe you as positive, professional, and delivering high-quality work.
  • You identify, recommend, and focus on effective service delivery to your clients.
  • You share in an inclusive and engaging work environment that develops, retains, and attracts talent.
  • You actively participate in the adoption of digital tools and strategies to drive an innovative workplace.
  • You grow your expertise through learning and professional development.

Your Education and Experience:

We're looking for a candidate with:

  • A Master's degree in Mathematics, Statistics, Computer Science, or a related quantitative field.
  • 3+ years' experience developing algorithms for AI/ML applications.
  • Expertise in AI math topics like probabilistic graphical models, information theory, and heuristic search.
  • A strong grasp of software engineering, data structures, and algorithms.
  • Proficiency in languages like Python, R, MATLAB, C/C++, and Java.
  • Exceptional problem-solving, analytical, and critical thinking abilities.
  • A strong passion for mathematics and artificial intelligence.
  • The ability to learn complex new mathematical techniques quickly.

It's an Asset If You Have:

We're particularly interested in candidates with:

  • Published academic research in ML/AI conferences and journals.
  • Kaggle competition experience demonstrating modeling expertise.
  • The ability to mentor and share knowledge with colleagues.

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