Machine Learning Engineer - Search Ads
Seattle Regular R&D - Algorithm Job ID:
A42444 Responsibilities TikTok 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 UsAt TikTok, our people are humble, intelligent, compassionate and creative.
We create to inspire - for you, for us, and for more than 1 billion users on our platform.
We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes.
Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility.
Join us and make impact happen with a career at TikTok.
The Search Ads team constantly pushes the boundaries of general search engine monetization across our apps, including TikTok, TopBuzz, BuzzVideo, and more, building a globally leading Search Ads monetization system.
At the Search Ads team, you will have the chance to work on large-scale distributed storage and architecture, NLP, Rank, and IR related problems.
You will be also deeply involved in the innovation and optimization of our Ad format, creative display, and the ROI of ads delivery.
We are looking for candidates who brave difficulties, share a passion for tackling complexity and developing our Search Ads product from 0 to 1 with a world-class team of passionate engineers.
What You'll Do:
o Participate in the development of a large-scale Ads systemo Responsible for relevance model and strategy optimization, such as semantic matching models, active learning, text/photo/video multi-model, ranking strategy, etco Participate in the development and iteration of Ads algorithms by using Machine Learning.
o Work on NLP (Natural Language Processing) capability improvement and query understanding, such as query classification, seq2seq, NER (Named Entity Recognition), knowledge graph, bidword optimization, etco Work on CTR/CVR model estimation accuracy, data analysis, modeling, feature engineeringo Research and develop Ads pacing algorithms, ads traffic control, etco Partner with product managers and product strategy & operation team to define product strategy and features Qualifications o BS degree in Computer Science, Computer Engineering or other relevant majors.
o Excellent programming, debugging, and optimization skills in general purpose programming languageso Ability to think critically and to formulate solutions to problems in a clear and concise way.
Preferred
Qualifications:
o Experience with one or more general purpose programming languages including but not limited to:
Go, C/C++, Python.
o Good understanding in one of the following domains:
ad fraud detection, risk control, quality control, adversarial engineering, and online advertising systems.
o Good knowledge in one of the following areas:
machine learning, deep learning, backend, large-scale systems, data science, full-stack.
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 during our recruitment process.
If you need assistance or an accommodation, please reach out to us at email protected Job Information The base salary range for this position in the selected city is $137750 - $237500 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.
Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life.
We offer the following benefits to eligible employees:
We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match.
As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans.
In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.
Our time off and leave plans are:
10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.
We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra.
A 401K company match, gym and cellphone service reimbursements.
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
#J-18808-Ljbffr Recommended Skills Backend C+
(Programming Language) Computer Engineering Creativity Data Science Debugging Apply to this job.
Think you're the perfect candidate? Apply on company site Estimated Salary: $20 to $28 per hour based on qualifications.
A42444 Responsibilities TikTok 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 UsAt TikTok, our people are humble, intelligent, compassionate and creative.
We create to inspire - for you, for us, and for more than 1 billion users on our platform.
We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes.
Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility.
Join us and make impact happen with a career at TikTok.
The Search Ads team constantly pushes the boundaries of general search engine monetization across our apps, including TikTok, TopBuzz, BuzzVideo, and more, building a globally leading Search Ads monetization system.
At the Search Ads team, you will have the chance to work on large-scale distributed storage and architecture, NLP, Rank, and IR related problems.
You will be also deeply involved in the innovation and optimization of our Ad format, creative display, and the ROI of ads delivery.
We are looking for candidates who brave difficulties, share a passion for tackling complexity and developing our Search Ads product from 0 to 1 with a world-class team of passionate engineers.
What You'll Do:
o Participate in the development of a large-scale Ads systemo Responsible for relevance model and strategy optimization, such as semantic matching models, active learning, text/photo/video multi-model, ranking strategy, etco Participate in the development and iteration of Ads algorithms by using Machine Learning.
o Work on NLP (Natural Language Processing) capability improvement and query understanding, such as query classification, seq2seq, NER (Named Entity Recognition), knowledge graph, bidword optimization, etco Work on CTR/CVR model estimation accuracy, data analysis, modeling, feature engineeringo Research and develop Ads pacing algorithms, ads traffic control, etco Partner with product managers and product strategy & operation team to define product strategy and features Qualifications o BS degree in Computer Science, Computer Engineering or other relevant majors.
o Excellent programming, debugging, and optimization skills in general purpose programming languageso Ability to think critically and to formulate solutions to problems in a clear and concise way.
Preferred
Qualifications:
o Experience with one or more general purpose programming languages including but not limited to:
Go, C/C++, Python.
o Good understanding in one of the following domains:
ad fraud detection, risk control, quality control, adversarial engineering, and online advertising systems.
o Good knowledge in one of the following areas:
machine learning, deep learning, backend, large-scale systems, data science, full-stack.
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 during our recruitment process.
If you need assistance or an accommodation, please reach out to us at email protected Job Information The base salary range for this position in the selected city is $137750 - $237500 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.
Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life.
We offer the following benefits to eligible employees:
We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match.
As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans.
In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.
Our time off and leave plans are:
10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.
We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra.
A 401K company match, gym and cellphone service reimbursements.
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
#J-18808-Ljbffr Recommended Skills Backend C+
(Programming Language) Computer Engineering Creativity Data Science Debugging Apply to this job.
Think you're the perfect candidate? Apply on company site Estimated Salary: $20 to $28 per hour based on qualifications.
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