Algorithm Engineer

3 days ago

Singapore Parallel Chain Lab Full time

**Main Duties**
- Research, implement, prototype, and analyse algorithms, quantify and document the performance capabilities and limitations of algorithms for specific tasks, and provide metrics of robustness and confidence in specific approaches.
- Interact with large data sets of various types, formats, and structures for algorithm training and testing, data cleaning, pre-processing, normalization, or manipulation as needed.
- Translate mathematical concepts into well-documented and efficient code translate mathematical concepts into well-documented and efficient code.

**Qualifications**
- Minimum: Bachelor’s degree in Computer Science, Engineering, Mathematics, Statistics, or related fields. Desirable: Postgraduate education.
- 2+ years of experience in designing and implementing algorithms involving one or more of the following: classification, clustering, deep learning, decision making, AI explainability, stochastic processes, detection and estimation theory, information theory, Bayesian inference of time-varying systems, tracking and data fusion (e.g., KF, MHT, IMM, etc.).
- Demonstratable experience in working with version control software like Git.
- Experience in developing prototypes, including coding, in Distributed Systems (Security, Consensus, Scaling in RUST, GO, C++) and/or in AI/ML (scikit-learn, Tensorflow, PyTorch, or similar machine learning frameworks in Python).
- Experience in using high-performance computing structures like GPUs and CPU clusters.
- Excellent English communication skills.

**Benefits & Work Environment**
- Medical insurance with dental coverage.
- Marriage leaves, compassionate leaves, etc.
- Employee stock options & token allocation (performance-based).
- Fast-paced, startup-like environment.
- A fun, multi-cultural and energetic team. English-speaking environment.
- All personal data collected will be treated in strict confidence and will only be used for recruitment-related purposes._

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