Decision Optimization Algorithm Engineer

5 days ago


Singapore FOURTH PARADIGM SOUTHEAST ASIA PTE. LTD. Full time

**Company Introduction**

**Our Team**

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

**Interview Format**

**Responsibilities**:

- Provide optimization methods and solutions for practical problems using leading machine learning, reinforcement learning, or operations research techniques.
- Attempt to design leading machine learning or reinforcement learning algorithms and computing frameworks to improve the execution efficiency of machine learning or reinforcement learning systems.
- Attempt to design leading multi-objective optimization algorithms, non-deterministic optimization algorithms, and online optimization algorithms to improve the efficiency of algorithm optimization.
- Abstract practical problems, design and develop machine learning, reinforcement learning, or operations optimization components to reduce the complexity of solution implementation.
- Continuously improve the usability and ease of use of machine learning, reinforcement learning algorithms, or operations optimization algorithms, reducing the usage threshold. Create more valuable machine learning, reinforcement learning, or operations optimization products, driving product improvement or customer business growth through technical innovation.

**Requirements**:

- Bachelor's degree or above in computer science, mathematics, or related fields from a top university.
- Strong foundation in mathematics, data structures, algorithms, and familiarity with basic Linux operations.
- Some research foundation in machine learning, operations optimization, reinforcement learning, with substantial practical experience in operations optimization, machine learning, and reinforcement learning.
- Good mathematical foundation and solid programming skills, proficient in Python, C++, or another commonly used programming language.
- Deep understanding of distributed computing frameworks. Strong business understanding and learning ability, proactive communication skills.

Preferred Qualifications:

- Strong coding skills preferred, with various competition awards (e.g., Kaggle, Tianchi, DF, DC) or participation in ACM programming competitions, or significant impact from open-source projects on GitHub.
- Publication of papers at top conferences or journals such as Interspeech, ICASSP, ACL, EMNLP, NAACL.



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