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Backend Applied Machine Learning Engineer

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Backend Applied Machine Learning Engineer in Others

  • ByteDance
  • Full time
  • Email
  • Singapore, Singapore

Responsibilities

  • Build and evolve Lagrange, the central console platform supporting AI-related engineering workflows.
  • Analyze user needs and develop software solutions using computer science, engineering, and mathematical analysis principles.
  • Work on platform architecture, engineering productivity, system scalability, operational intelligence, and AI integration into engineering and operations workflows.
  • Create infrastructure and platform capabilities that make large-scale AI development more efficient, reliable, and intelligent.
  • Perform coding, performance analysis, large-system operation, capacity decision-making, and automation of machine learning services and pipelines.

Requirements

  • Completing or recently completed a bachelor’s or master’s degree in computing or a related discipline.
  • Proficiency in at least one of Python, Golang, or C++, with solid coding skills and good coding practices.
  • Proficiency with storage and middleware systems such as MySQL, Redis, and MQ, including basic troubleshooting and performance tuning.
  • Familiarity with Python frameworks and libraries such as Flask, Celery, Django, Tornado, and NumPy, or Go frameworks such as Beego, Gin, Gorm, Sarama, and gRPC-Go.
  • Understanding and experience with time-series and data components such as OpenTSDB, Prometheus, InfluxDB, and ClickHouse.
  • Strong responsibility, learning ability, communication, self-motivation, teamwork, and documentation habits.
  • Experience with search or recommendation systems, React and visualization tools, AI Agent development, cloud computing, networking, message queues, CPU/GPU resource management, NVIDIA GPU architectures, anomaly diagnosis, HDFS, or LevelDB/RocksDB is preferred.

Benefits

  • Graduate opportunity with a 2027 start and onboarding commitment by the end of 2027.
  • Candidates should state their availability and graduation date clearly in their resume.
  • Applications are reviewed on a rolling basis, and candidates may apply to a maximum of two ByteDance or affiliate positions globally.

ByteDance

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This...

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