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Lead Algorithm Engineer
2 months ago
Prioritizing People, Every Day
BDO is a firm established on the principle of fostering positive relationships with our team and our clients. Our professionals consistently deliver outstanding service, providing clients with trustworthy advice and insights. In return, we offer an award-winning environment that emphasizes your personal and professional development.
Your Role
We are seeking a Senior Specialist in Algorithm Engineering to take on the following responsibilities:
- Investigate mathematical theories, algorithms, and methodologies pertinent to AI, including probability, statistics, multivariate calculus, linear algebra, and graph theory.
- Innovate new neural network designs, loss functions, and algorithms to enhance AI model performance and efficiency.
- Develop 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, thoroughly test outputs, benchmark against leading standards, and pinpoint areas for enhancement.
- Publish research papers detailing 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 all aspects 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, 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 continuous learning and professional development.
Your Qualifications 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.
- Proficient in AI mathematical topics such as probabilistic graphical models, information theory, and heuristic search.
- Strong understanding of software engineering principles, data structures, and algorithms.
- Proficient in programming languages including 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.
- Ability to mentor and share knowledge with colleagues.
