Algorithm Researcher/Engineer - ByteBrain

Algorithm Researcher/Engineer - ByteBrain

Byte Dance
Not Specified
Not Specified

Job Description


Responsibilities
ByteBrain is a new generation of intelligent infrastructure service platform (AI Services for Infra), is committed to intelligent and automated management of the infrastructure life cycle, with the main goal of improving system performance and reducing operating costs, deeply integrating artificial intelligence and basic software systems, and serving various core systems of ByteDance infrastructure, Such as database, storage, container virtual machine, network, etc. 1. Responsible for the design and implementation of ByteBrain algorithm, such as resource scheduling, anomaly detection, root cause analysis, time series prediction, system optimization, question and answer knowledge graph, etc. 2. Responsible for the scalability and robustness of the algorithm, which can support large-scale computing responses and data Analysis and many other scenarios 3. Responsible for online and offline optimization of algorithms to improve system operation efficiency and save system costs 4. Extract potential requirements and optimization points from business applications, and continuously optimize algorithms and systems 5. Collaborate with researchers and engineers Cooperate to promote the system online 6. Encourage the writing of high-quality papers and publish the industry's top job requirements 1. Experience in large-scale data analysis and research and development of related algorithms 2. Familiar with machine learning or operations research optimization, and proficient in related algorithms 3. Familiar with mainstream development libraries and computing platforms in the industry, such as PyTorch, TensorFlow, Ray, etc. 4. Familiar with large-scale integer programming solvers and modelers is preferred (for operational research optimization) 5. Familiar with languages such as Python/Java, familiar with many Thread programming, familiarity with performance tuning under Linux, and familiarity with C/C++ are bonus points 6. Those who have contributed patches to mainstream algorithms or computing system communities are preferred, and those who have participated in or led well-known systems or platforms in the industry are preferred 7. Excellent Coding ability, quickly design and implement in-house systems for specific business scenarios 8. Those who have published high-quality papers are preferred

Qualifications
1 Have large-scale data analysis experience and related algorithm research and development experience 2. Familiar with machine learning or operations research optimization, proficient in related algorithms 3. Familiar with mainstream computing platforms in the industry, such as PyTorch, TensorFlow, Ray, etc. 4. Familiar with big data Scale integer programming solver is preferred (for operational research optimization) 5. Those who have participated in or led a well-known system or platform in the industry are preferred 6. Those who have published high-quality papers are preferred

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About Byte Dance

ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures, and geographies.
Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.
Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.

Job Source : jobs.bytedance.com

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