Aiops Algorithm Engineer

1 week ago


Singapore TIKTOK PTE. LTD. Full time

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

**Responsibilities**:

- Build data platform on observational data to manage ML models and ML training data sets
- Build auto remediation platform to automate fault detection and self-remediation, reduce MTTR and human effort.

**Qualifications**:

- Solid foundation in computer science, with strong competencies in algorithms, data structures, design patterns, and software design principles.
- Proficiency in at least one server-side programming language such as Golang, Java, Python
- Experience with distributed version control (e.g. Gitlab or GitHub).
- Deep knowledge in: Application of Machine Learning/Artificial Intelligence in IT operations.
- Cloud infrastructure operations and automation technologies.

**Preferred Qualifications**:

- Use of Data Science modelling tools e.g., R, Python and Data Science notebooks (e.g., Jupyter).
- Experience with open source Machine Learning Platforms and Toolkits
- Experience in APM or AIOps area
- Micro-service experience with golang/python


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