Machine Learning Engineer 演算法工程師
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1. Proven experience in machine learning engineering, with a strong portfolio of projects demonstrating expertise in streaming prediction and real-time data analysis.
2. Proficient in BigQuery and the management and enhancement of feature stores.
3. Data pipeline customization, including data fetching, preprocessing, and post-processing.
4. Strong analytical and problem-solving skills, with the ability to design and implement effective solutions for complex challenges.
5. Excellent communication and teamwork abilities, with a proven track record of successful collaboration in a multidisciplinary environment.
[You should know these]
- Bachelor degree or above in computer engineering/computer science or related fields.- Experience with Linux based OS (CentOS, Ubuntu, Arch Linux, etc.).
- Experience with an OS scripting language.
- Knows Python and another major OOP language (e.g. Java, C++).
[You probably should know these]
- Experience with non-trivial Python package (e.g. Jinja2, Pandas, etc.).
- Experience with containerization technology.
- Experience with database and caching services.
- Knows Apache Spark.
- Knows machine learning basics.
[Nice to Have]
- Knows Python based web framework, preferably FastAPI.
- Familiar with a functional programming language, or knows Scala.
- Expert in scalable networking design, including high availability, redundancy, failover, and load balancing.
- Expertise in MongoDB and Redis.
- Expertise in Kubernetes.
- Expertise in Docker.
- Expertise in database internals, database language theories, database design, SQL and database programming.
- Knowledge of fundamental networking technologies, protocols and tools (TCP, HTTP, RESTful API).
公司地址:
台北市信義區東興路51號4樓其他:
1.技術測驗：線上測驗2.一面：技術主管面談3.二面：部門主管面談4.Reference Check-2024-10-01