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Lead Algorithm Engineer
2 months ago
Prioritizing People, Every Day
BDO is a firm founded on the strength of positive relationships with our team and our clients. Each day, our professionals deliver outstanding service, providing clients with insights and guidance they can rely on. In return, we offer an award-winning workplace that emphasizes your personal and professional development.
Your Role
We are seeking a Senior Specialist in Algorithm Engineering to take ownership of the following duties:
- Investigate mathematical theories, algorithms, and methodologies pertinent to AI, including probability, statistics, multivariate calculus, linear algebra, and graph theory.
- Develop innovative neural network structures, loss functions, and algorithms aimed at enhancing AI model performance and efficiency.
- Create reinforcement learning, evolutionary computation, and nature-inspired algorithms for optimal decision-making processes.
- Formulate algorithms for AI applications such as natural language processing, forecasting, and optimization.
- Execute solutions, conduct thorough testing of outputs, benchmark against leading standards, and pinpoint areas for enhancement.
- Publish research papers that detail the mathematical foundations and characteristics of your innovative algorithms.
- Continuously broaden your knowledge in AI and mathematics to provide state-of-the-art algorithmic solutions.
Defining 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 work.
- You identify, recommend, and focus on effective service delivery to your clients.
- You contribute to an inclusive and engaging work environment that attracts, develops, and retains 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.
Required Education and Experience:
- Master's degree in Mathematics, Statistics, Computer Science, or a related quantitative discipline.
- Over 3 years of experience in developing algorithms for AI/ML applications.
- Proficiency in AI mathematical topics 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 grasp 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.
