Overview
On Site
USD 144,000.00 - 329,000.00 per year
Full Time
Skills
Data Analysis
Research and Development
Evaluation
Data Science
Statistics
Econometrics
SQL
Python
R
Analytical Skill
Reasoning
Product Optimization
Internationalization And Localization
Music
Large Language Models (LLMs)
Research
Decision-making
Optimization
Communication
Collaboration
Teamwork
Insurance
Life Insurance
Management
Information Technology
Video
LOS
Recruiting
Job Details
Location :
San Jose
Employment Type :
Regular
Job Code :
A216163A
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Responsibilities
About: TikTok-Data Science-Music team is responsible for building the music ecosystem and the artist service in Tik Tok, cooperating with all key value chains in TikTok. The goal of the team is to generate actionable insights from data and help the stakeholders to make the right decisions. Our main tasks include metrics defining, causal inference like experimentation methodology and causal discovery, feature/strategy evaluation, exploratory analysis and building some data products. Responsibilities - Responsible for Data Analysis of Internationalization music business, helping TikTok discover songs and experience a better music ecosystem. - Fine-tune data science agents and optimize analysis efficiency through large music models - Analyze the factors affecting the improvement and growth of the product, the details of each business, and give a feasible overall product optimization plan in combination with the business direction. - Collaborate with product/operation/R & D to promote the implementation of optimization plans and bring actual improvement and growth to the business. - Responsible for the design and analysis of various A/B experiments in the business, the evaluation of product optimization effect, the analysis and evaluation of market activities, the analysis of core index anomalies, and the evaluation of the effect of the client version. - Responsible for the design of the index system and the construction of the data system in the business, and improving the data decision-making efficiency of the business team.
Qualifications
Minimum Qualifications - Bachelor's degree in data science, statistics, econometrics, quantitative sociology or a related scientific major, with 3+ years of related work experience. - Expertise in SQL and programming in Python or R. - Strong analytical and causal reasoning mindset, and rigidity on statistical correctness. - Experience designing and analyzing A/B experiments, evaluating product optimization effects, and analyzing market activities. - Ability to analyze factors affecting product improvement and growth, and develop feasible optimization plans. Preferred Qualifications - Understanding of the music industry and experience with internationalization of music business. - With hands-on experience in large language model (LLM) development and a strong research interest in advanced LLM technologies. - Experience in designing index systems and constructing data systems to improve data decision-making efficiency. - Proven ability to collaborate with various stakeholders to promote and implement optimization plans that drive business growth. - Strong communication and teamwork skills. - Passion about social products and curiosity to deep dive.
Job Information
[For Pay Transparency]Compensation Description (Annually)
The base salary range for this position in the selected city is $144000 - $329000 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:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
3. Exercising sound judgment.
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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.
TikTok Accommodation
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at
Apply to this job
San Jose
Employment Type :
Regular
Job Code :
A216163A
Apply to this job
Share this listing:
Responsibilities
About: TikTok-Data Science-Music team is responsible for building the music ecosystem and the artist service in Tik Tok, cooperating with all key value chains in TikTok. The goal of the team is to generate actionable insights from data and help the stakeholders to make the right decisions. Our main tasks include metrics defining, causal inference like experimentation methodology and causal discovery, feature/strategy evaluation, exploratory analysis and building some data products. Responsibilities - Responsible for Data Analysis of Internationalization music business, helping TikTok discover songs and experience a better music ecosystem. - Fine-tune data science agents and optimize analysis efficiency through large music models - Analyze the factors affecting the improvement and growth of the product, the details of each business, and give a feasible overall product optimization plan in combination with the business direction. - Collaborate with product/operation/R & D to promote the implementation of optimization plans and bring actual improvement and growth to the business. - Responsible for the design and analysis of various A/B experiments in the business, the evaluation of product optimization effect, the analysis and evaluation of market activities, the analysis of core index anomalies, and the evaluation of the effect of the client version. - Responsible for the design of the index system and the construction of the data system in the business, and improving the data decision-making efficiency of the business team.
Qualifications
Minimum Qualifications - Bachelor's degree in data science, statistics, econometrics, quantitative sociology or a related scientific major, with 3+ years of related work experience. - Expertise in SQL and programming in Python or R. - Strong analytical and causal reasoning mindset, and rigidity on statistical correctness. - Experience designing and analyzing A/B experiments, evaluating product optimization effects, and analyzing market activities. - Ability to analyze factors affecting product improvement and growth, and develop feasible optimization plans. Preferred Qualifications - Understanding of the music industry and experience with internationalization of music business. - With hands-on experience in large language model (LLM) development and a strong research interest in advanced LLM technologies. - Experience in designing index systems and constructing data systems to improve data decision-making efficiency. - Proven ability to collaborate with various stakeholders to promote and implement optimization plans that drive business growth. - Strong communication and teamwork skills. - Passion about social products and curiosity to deep dive.
Job Information
[For Pay Transparency]Compensation Description (Annually)
The base salary range for this position in the selected city is $144000 - $329000 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:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
3. Exercising sound judgment.
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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.
TikTok Accommodation
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at
Apply to this job
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.