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 Us
At 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.
TikTok Web Ads and Open-loop E-commerce team holds a strong advertiser focus and a dedication to technical excellence. We work with advertisers from all verticals, such as E-commerce, Retail, Travel etc, to make TikTok an irreplaceable growth channel for businesses of all sizes and a favourite destination for consumers to discover and purchase products, content, and services.
We are on the critical path to delivering TikTok's Ads revenue and working on building the next-generation web ads solution for TikTok.
We are seeking Machine Learning Engineers who can help us to improve our existing delivery system that optimizes for advertisers' true business objectives, i.
e. desired user value and effectiveness of ROI. You will have a chance to work with a fully globalized team made up of great engineering talents in different countries, and work closely with cross-functional teams to build proper and relevant connections between users, advertisers, and TikTok.
What You'll Do :
Build highly scalable machine learning systems and state-of-the-art machine learning models to improve ads ranking quality and optimize advertisers' marketing strategies.
Examples include but are not limited to click through rate prediction, conversion rate prediction, intelligent format selection and user journey optimization.
- Explore, develop and experiment with new features to improve model accuracy.
- Understand ads platform objectives and take full advantage of modern machine learning to improve ads relevance, quality, and quantity delivered to end-users.
- Collaborate with Product Managers, Designers, and other disciplines to explore the next generation of shopping experiences on TikTok.
Qualifications
Minimum Qualifications :
- BS / MS degree in Computer Science, Computer Engineering, or other relevant majors, with 3+ years of related work experience.
- Solid programming skills, including but not limited to : Go, C / C++, Python. Familiar with basic data structure and algorithms.
Familiar with Linux development environment.
- Good analytical thinking capability. Have essential knowledge and skills in statistics.
- Good theoretical grounding in the machine and deep learning concepts and techniques (CNN / RNN / LSTM, etc.).
- Familiar with the architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow / PyTorch / MXNet), familiar with its architecture and implementation mechanism.
Preferred Qualifications :
- Good understanding in one of the following domains : ads bidding & auction, ads quality control, and online advertising systems (familiar with one or more of these terms : CPC / CPM, CTR / CVR, Ranking / Targeting, Conversion / Budget, Campaign / Creative, Demand / Inventory, DSP / RTB).
- Experience in resource management and task scheduling with large-scale distributed software (such as Spark and TensorFlow).
- Relevant work or research experiences in search and recommendation.
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 redacted .
Senior Machine Learning Engineer(NLP/CV/Multimodal), TikTok E-commerce Knowledge Graph
Our team is responsible for developing state-of-the-art NLP/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. Familiar with commonly used machine learning and dee...
Machine Learning Engineer, Ads Core - Targeting
As a member of the Ads Targeting, Ads Core team, you will apply machine learning models to scale budgets by understanding user interest and intention, and build large-scale foundations for data processing and serving for next-generation ad targeting products. Hands-on experience in one or more of th...
Machine Learning Engineer, Monetization Engineering
With more than 500 million users around the world and 300 billion ideas saved, Pinterest Machine Learning engineers build personalized experiences to help Pinners create a life they love. In this role, you will be responsible for developing and executing a vision for the evolution of the machine lea...
Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics)- 2024 Start (MS)
We are seeking brilliant and motivated graduate software engineers, who are eager to apply their knowledge in machine learning (ML), operations research (OR), data mining, and statistical inference to real-world challenges. Contribute to developing innovative deep learning and statistical models for...
Machine Learning Engineer-eCommerce Business Growth
Participate in the optimization of merchandise operations, such as seasonal and trend analysis, supply and demand analysis, new product and product growth analysis, and improving the alignment of products and associated traffic. Solid understanding and hands-on experience with data structures algori...
Machine Learning Engineer, Amazon General Intelligence (AGI)
The Artificial General Intelligence (AGI) team is looking for a passionate, talented, and inventive Software Development Engineer(SDE)/Machine Learning Engineer(MLE) to play a pivotal role in the development of industry-leading multi-modal and multi-lingual Large Language Models (LLM). Mission of th...
Senior Research Engineer, Machine Learning - TikTok Privacy Innovation Lab
Familiar with federated learning / distributed machine learning algorithms and experienced in federated learning frameworks and applications development. Interest in privacy-enhanced techniques (PET) and related technical domains, including data and identity anonymization, differential privacy, secu...
Machine Learning Data Engineer (Software Engineer III)
Design and Build Data Pipelines: Create efficient, reliable, streamable, and scalable data pipelines using industry-standard tools and techniques, such as Torch Data, WebDataset, Apache Parquet. What are we looking for in our Machine Learning Data Engineer (Software Engineer III)?. The Information T...
Machine Learning Engineer, Recommendation, E-Commerce Alliance
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and. The e-commerce alliance team aims to serve merchants and creators in the e-commerce platform to meet merchants' business indicators and i...
Senior Frontend Software Engineer, Global E-commerce Supply Chain and Logistics
Global e-commerce business team hopes to provide users with more tailored, active and efficient consumption experience, enabling merchants to receive stable and reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable an...