Machine Learning Engineer, TikTok Ads Creative & Ecosystem at TikTok
San Jose, CA 95101
About the Job
DescriptionTikTok is the leading destination for short-form mobile video
Our mission is to inspire creativity and bring joy
TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo
Why Join UsCreation is the core of TikTok's purpose
Our platform is built to help imaginations thrive
This is doubly true of the teams that make TikTok possible
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team
Status quo? Never
Courage? Always
At TikTok, we create together and grow together
That's how we drive impact - for ourselves, our company, and the communities we serve
Join us.A "creative" is the ad (in the form of a short-form video) served to TikTok users, composed of video, background music, call-to-action card, post-click landing page, and other formats that get delivered to users
A quote goes "creativity is the soul of advertising", because a good ad creative is effective, yet difficult to produce, especially at the scale of TikTok advertising
The TikTok Ads Creative & Ecosystem team's mission is to solve the above dilemma, by building industry-leading tech solutions for ads creative/landing page understanding, production/generation, and optimization, to inspire and empower advertisers, creators, and other 3rd parties in the ecosystem to create and deliver the best engaging creative experiences to the end users
Our work is at the core of TikTok and creator monetization
Examples of our team's work include TikTok video editor, AI-powered smart video generation (we are also exploring AIGC), and TikTok creative exchange (a creative marketplace to connect TikTok advertisers with creators or third-party creative agencies).We are user/product oriented and dedicated to technical excellence
We aim to drive and lead the technology renovation in the ads tech and creative industry, powering products and driving values for our clients, creators, and the whole ecosystem
We are looking for ML engineers who are excited to grow their business understanding, build highly scalable and reliable software/infrastructure, partner across functions with global teams, and make big impacts
If you are someone who welcomes challenges, we are eager to have you on the team!Responsibilities:1
Utilize algorithms to achieve a comprehensive understanding of advertisers, creators and creatives to improve the precision of match-making.2
Conduct online modeling on billion-level commercial traffic, optimizing the distribution strategy of creatives in recommendation system and ads system.3
Develop a scientific allocation strategy for both natural and ad traffic, aimed at increasing the short-term and long-term value for both advertisers and creators.QualificationsMinimum Qualifications:1
Bachelor's degree or above, majoring in Computer Science or related fields.2
3+ years of relevant development experience and demonstrated knowledge of machine learning (RecSys/NLP/CV/GE), and experience in recommendation systems, computational advertising or operational planning algorithms.3
Solid foundation in data structures and algorithms, proficient in Python/C++/Golang languages.4
Passion for new technologies and proven capability in analysis and problem-solving.5
Good team player with strong communication skills; experience in project management ; strong perseverance and courage to help the business to a higher level.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 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
Our mission is to inspire creativity and bring joy
TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo
Why Join UsCreation is the core of TikTok's purpose
Our platform is built to help imaginations thrive
This is doubly true of the teams that make TikTok possible
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team
Status quo? Never
Courage? Always
At TikTok, we create together and grow together
That's how we drive impact - for ourselves, our company, and the communities we serve
Join us.A "creative" is the ad (in the form of a short-form video) served to TikTok users, composed of video, background music, call-to-action card, post-click landing page, and other formats that get delivered to users
A quote goes "creativity is the soul of advertising", because a good ad creative is effective, yet difficult to produce, especially at the scale of TikTok advertising
The TikTok Ads Creative & Ecosystem team's mission is to solve the above dilemma, by building industry-leading tech solutions for ads creative/landing page understanding, production/generation, and optimization, to inspire and empower advertisers, creators, and other 3rd parties in the ecosystem to create and deliver the best engaging creative experiences to the end users
Our work is at the core of TikTok and creator monetization
Examples of our team's work include TikTok video editor, AI-powered smart video generation (we are also exploring AIGC), and TikTok creative exchange (a creative marketplace to connect TikTok advertisers with creators or third-party creative agencies).We are user/product oriented and dedicated to technical excellence
We aim to drive and lead the technology renovation in the ads tech and creative industry, powering products and driving values for our clients, creators, and the whole ecosystem
We are looking for ML engineers who are excited to grow their business understanding, build highly scalable and reliable software/infrastructure, partner across functions with global teams, and make big impacts
If you are someone who welcomes challenges, we are eager to have you on the team!Responsibilities:1
Utilize algorithms to achieve a comprehensive understanding of advertisers, creators and creatives to improve the precision of match-making.2
Conduct online modeling on billion-level commercial traffic, optimizing the distribution strategy of creatives in recommendation system and ads system.3
Develop a scientific allocation strategy for both natural and ad traffic, aimed at increasing the short-term and long-term value for both advertisers and creators.QualificationsMinimum Qualifications:1
Bachelor's degree or above, majoring in Computer Science or related fields.2
3+ years of relevant development experience and demonstrated knowledge of machine learning (RecSys/NLP/CV/GE), and experience in recommendation systems, computational advertising or operational planning algorithms.3
Solid foundation in data structures and algorithms, proficient in Python/C++/Golang languages.4
Passion for new technologies and proven capability in analysis and problem-solving.5
Good team player with strong communication skills; experience in project management ; strong perseverance and courage to help the business to a higher level.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 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
https://shorturl.at/cdpT2RegularExperienced
