ByteDance

Senior Software Engineer - Applied Machine Learning, Engine

ByteDance
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4 hours ago
San Jose, CA, USASenior
H1B sponsor

Responsibilities

  • Research, design, and develop computer, network, and specialized utility software.
  • Analyze user needs and develop software solutions using computer science, engineering, and mathematical analysis principles.
  • Update and enhance existing software capabilities.
  • Develop and direct software testing and validation procedures.
  • Integrate hardware and software systems with computer hardware engineers and develop specifications and performance requirements.
  • Operate and improve efficiency and training tools for online models and manage large-scale hardware resources.
  • Perform performance analysis, troubleshooting, and capacity-related engineering for distributed systems.

Requirements

  • 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.
  • Experience with time-series and data components such as OpenTSDB, Prometheus, InfluxDB, and OLAP databases such as ClickHouse.
  • Strong responsibility, learning ability, communication, self-motivation, and teamwork skills.
  • Ability to create and maintain workflow and technical documentation.
  • Preferred experience with search or recommendation systems, React and visualization tools such as ECharts, AntV, and D3.js, AI agent development, cloud computing, virtual machines, containers, networking, and message queues.
  • Preferred experience building CPU/GPU resource management platforms, familiarity with NVIDIA GPU architectures, anomaly diagnosis, and troubleshooting.
  • Preferred experience with distributed storage systems such as HDFS and key-value stores such as LevelDB or RocksDB.

Tech Stack

C++ClickHouseD3.jsDjangoFlaskGinGogRPCInfluxDBMySQLNumPyPrometheusPythonReactRedis
ByteDance

About ByteDance

10,000+ employees

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 is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.

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