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.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About The Team
AML-Engine is committed to solving full stack problems in large-scale Machine Learning, including training sample production and storage, feature engineering , distributed training, distributed services, OnlineLearning, resource scheduling, FL , heterogeneous hardware and computer architecture, ensuring high reliability of deploying Machine Learning infrastructure, supporting and accelerating research and iteration of related Machine Learning algorithms; CMS operation mode: support byte monetization/recommendation/LIVE/electricity supplier/search and Volcano Engine business; Closed loop of business form: a complete saas form, covering the entire life cycle of algorithm engineers. From writing the first line of code to the business launch, the complete coverage is in the engine.
The team has always aimed to build an industry SOTA -oriented recommendation/advertising/e-commerce/LIVE/search ranking Machine Learning system, and currently has a large number of industry-leading implementations in training/scheduling/inference. Team atmosphere is open/free.
Responsibilities
1. Sql Storage (e.g. RDS, Mysql, Oracle, TiDB/TiKV)
2. Nosql (e.g. Redis, Memcache, Mongo, leveldDB, RocksDB)
3. Big Data Frameworks (e.g. HDFS, Hadoop, Yarn, Flink, Kafka, Spark, Storm, K8s)
4. Distributed Coordination Service (e.g. ETCD, Zookeeper)
5. Application Performance Management(e.g. Grafana, ClickHouse, Hive, Falcon, Zabbix, Prometheus)
6. Cloud Native Tech(e.g. Kubernetes/K8S, Docker)
7. and some others, like ZeroMQ/RabbitMQ, GraphDB, Celery, MapReduce, Jenkins, etc
Preferred Qualifications
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
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