TikTok
Software Engineer – Data Architecture, TikTok US
TikTok, San Jose, California, United States, 95199
Responsibilities
About the Team Our Recommendation Architecture Team is responsible for building up and optimizing the architecture for our recommendation system to provide the most stable and best experience for our TikTok users. What You’ll Do Design and implement a reasonable offline data architecture for large-scale recommendation systems Design and implement flexible, scalable, stable and high-performance storage and computing systems Trouble-shooting of the production system, design and implement the necessary mechanisms and tools to ensure the stability of the overall operation of the production system Build industry-leading distributed systems such as storage and computing to provide reliable infrastructure for massive data and large-scale business systems Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets Visualise, interpret, and report data findings and may create dynamic data reports as well Qualifications
Minimum Qualifications – Bachelor’s degree or above in computer science, software engineering, or a related field – Experience in open source frameworks in the field of big data, e.g.Hadoop, Hive,Flink, FlinkSQL,Spark, Kafka, HBase, Redis, RocksDB, ElasticSearch etc. – Experience in Java, C and other programming languages – Solid coding and trouble shooting ability Preferred Qualifications – Willing to challenge questions that have no obvious answers, and have a strong enthusiasm for learning new technologies – Experience of Peta Byte level data processing Job Information
[For Pay Transparency]Compensation Description (Annually) The base salary range for this position in the selected city is $118657 – $259200 annually. Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units. Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure). The Company reserves the right to modify or change these benefits programs at any time, with or without notice. For Los Angeles County (unincorporated) Candidates: Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
Exercising sound judgment.
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About the Team Our Recommendation Architecture Team is responsible for building up and optimizing the architecture for our recommendation system to provide the most stable and best experience for our TikTok users. What You’ll Do Design and implement a reasonable offline data architecture for large-scale recommendation systems Design and implement flexible, scalable, stable and high-performance storage and computing systems Trouble-shooting of the production system, design and implement the necessary mechanisms and tools to ensure the stability of the overall operation of the production system Build industry-leading distributed systems such as storage and computing to provide reliable infrastructure for massive data and large-scale business systems Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets Visualise, interpret, and report data findings and may create dynamic data reports as well Qualifications
Minimum Qualifications – Bachelor’s degree or above in computer science, software engineering, or a related field – Experience in open source frameworks in the field of big data, e.g.Hadoop, Hive,Flink, FlinkSQL,Spark, Kafka, HBase, Redis, RocksDB, ElasticSearch etc. – Experience in Java, C and other programming languages – Solid coding and trouble shooting ability Preferred Qualifications – Willing to challenge questions that have no obvious answers, and have a strong enthusiasm for learning new technologies – Experience of Peta Byte level data processing Job Information
[For Pay Transparency]Compensation Description (Annually) The base salary range for this position in the selected city is $118657 – $259200 annually. Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units. Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure). The Company reserves the right to modify or change these benefits programs at any time, with or without notice. For Los Angeles County (unincorporated) Candidates: Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
Exercising sound judgment.
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