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Urgent! Staff Machine Learning Engineer, TikTok Ads Core Global - Traffic & Strategy Job Opening In San Jose – Now Hiring TikTok
TikTok Ads Core ML Team aims at creating automatic delivery products for the next generation and developing advertising as a global business, instead of just a monetization tool to consolidate the delivery funnel framework allowing multiple teams to iterate parallel.
Ads Core Traffic Strategy & User Experience team is essential to TikTok’s success, our work focuses are: - Personalized Ads Experience: We optimize every stage of the ad delivery pipeline, from recall and ranking to final placement, by integrating user feedback to make ads more relevant and engaging.
- Cutting-Edge Multi-Scenario Integration: this includes building context models that analyze ads-related information and scene elements to improve accuracy, as well as developing list-wise models to optimize recommendation outcomes and ads ROIs. We’re looking for innovative Staff Machine Learning Engineers to develop state-of-art ad technologies, including ranking, retrieval, targeting, bidding, auction, etc.
You will be part of a team that's optimizing ads format and ranking strategies, and you will be responsible for bringing a better returns on investment for advertisers.
What will you do:
- Develop advanced ads delivery capabilities that leverage cutting-edge machine learning techniques, working closely with recommendation system teams to deliver personalized ads.
- Lead the rapid iteration and optimization of machine learning models to enhance TikTok’s overall revenue and system efficiency.
- Ensure that advertising models deliver high performance in terms of CTR, CVR, user engagement, and business ROIs. - Continuously improve bidding and budget optimization algorithms to help advertisers find the best-matching traffic for their needs.
- Work closely with product managers, data scientists, software engineers, and business teams to align machine learning solutions with business goals.
- Ensure that ads delivery systems are tailored to the needs of different verticals and global markets customers, driving measurable business impacts.
Minimum Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Computer Engineering, or a related technical field.
- Hands-on experience with at least one mainstream machine learning framework, such as TensorFlow, PyTorch, or MXNet, including its architecture and implementation mechanisms.
- Solid domain knowledge in at least one of the following areas: search, ranking, recommendation systems, or monetization.
- Proven experience in optimizing machine learning models for performance, scalability, and business impacts.
- Sophisticated analytical and problem-solving skills, with the ability to break down complex problems and deliver effective technical solutions.
- Strong collaboration skills, with the ability to work effectively with cross-functional teams across different locations and time zones for global business needs.
Preferred Qualifications:
- In-depth understanding of online advertising concepts such as CPC, CPM, CTR, CVR, ranking, targeting, conversion, budgeting, campaigns, creatives, demand and inventory management, DSP, and RTB.
- Hands-on experience with large-scale distributed software systems such as Spark or TensorFlow for resource management and task scheduling.
- Excellent communication skills, with the ability to present complex technical concepts to both technical and non-technical audiences.
- Strong interest in improving user experience, ensuring that advertising models and delivery systems provide relevant and engaging content while respecting user preferences and privacy.
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Unlock Your Staff Machine Potential: Insight & Career Growth Guide
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Great news! TikTok is currently hiring and seeking a Staff Machine Learning Engineer, TikTok Ads Core Global Traffic & Strategy to join their team. Feel free to download the job details.
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An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at TikTok adheres to the cultural norms as outlined by Expertini.
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Before the Interview:To prepare for your Staff Machine Learning Engineer, TikTok Ads Core Global Traffic & Strategy interview at TikTok, research the company, understand the job requirements, and practice common interview questions.
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