【AI Team】資深後端工程師 Senior Backend Engineer (ML, MLOps, Golang)

iKala 愛卡拉

仕事内容

【Responsibilities】 1. Develop and maintain the backend and infrastructure for machine learning systems.
2. Design and implement the training pipelines and workflows for machine learning models.
3. Build the training and inference pipelines for machine learning models.
4. Develop version control, deployment, and monitoring capabilities for machine learning models.
5. Systems and solution design as well as implementation of new solutions to meet market/client needs.
6. Development and maintenance data acquisition service.
7. Write scalable, robust, testable, efficient and easily maintainable code.
8. Refactor / Revamp our codebase as to continuously improve code quality.
9. Automate and streamline operations and processes.
 

推奨されるスキル

【Requirements】 
1. 2-5 years of backend development experience, MLOps or machine learning backend experience preferred.
2. Strong knowledge of Go programming language.
3. Minimum of two years experience working in programming or information technology.
4. Knowledge of Go templating, common frameworks, and tools example gin, gorm, grpc etc.
5. Experience with Relational database (PostgreSQL).
6. Experience with NoSQL database(Cassandra、ScyllaDB、Redis).
7. Experience working with a team.
8. Familiar with Git, Docker, Kubernetes and other open source tools.
9. Familiar with CI/CD, experience with Jenkins, GitLab CI and other automation tools.

面接形式

ハイブリッド型選考
ハイブリッドワーク

提供彈性遠端工作機會

推奨される資格

【Pluses】
1. Understand machine learning principles and frameworks, proficient in PyTorch, TensorFlow, etc.
2. Experience with MLOps, familiar with ML lifecycle management.
3. Knowledge of model deployment methods (e.g. TensorFlow Serving) and optimization techniques.
4. Experience with A/B testing online and constructing evaluation metrics.
5. Experience with message queues such as RabbitMQ, Nats, NSQ etc.
6. Experience in AWS Cloud or Google Cloud.
7. Experience in microservice development or design.
8. Experience with container such as docker, Kubernetes etc.


More Info>>>https://www.ikala.tv

待遇・福利厚生

待遇・福利厚生

勞保、健保、特別休假、勞退、婚假

待遇・福利厚生

【休假制度】
除勞基法規定特休外,每年額外提供五天全薪彈性休假,以及全薪病假、女性同仁全薪生理假、產檢假、志工假。

【工作環境】 
明亮開放的辦公環境,依照職務需求提供彈性遠端工作(Work-from-Home),更有零食及咖啡無限供應,視障按摩師駐辦公室按摩服務。

【海外輪調機會】
提供同仁申請海外輪調機會,體驗異國職場文化的機會。

【多元溝通】
每兩週舉辦一次公司全員大會並提供美味餐點,讓員工可以深入瞭解公司的發展近況,並設有員工匿名提問、反饋制度,讓所有人都可以提出建議,意見不用怕被忽視。

【職訓課程】
完整的新人訓練,幫助新進的同仁能快速上手融入團隊。邀請外部講師或內部同仁授課,也可以申請工作技能相關的課程補助,在職涯發展的路上持續精進自己的專業。

【娛樂活動】
福委會舉辦的國內員工旅遊和趣味活動,例如:聖誕節交換禮物、辦公室密室逃脫...等。

【獎金制度】
提供優渥的人才推薦獎金,獎勵優秀同事表現的同儕獎金,另外包含年終獎金、端午節禮金、中秋節禮金以及生日禮金。

【職業安全】
新進和在職同仁提供年度健康檢查,並邀請執照醫生在公司舉辦年度健康講座,以及場駐護理師健康生理心理諮詢。
 

給与

NT$ 1,100,000 - 1,800,000 (年収)