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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Machine Learning Engineer, Ads Pangle - USDS - **Company:** Tiktok Inc. - **Location:** Seattle, WA, United States - **Experience:** Experienced - **Salary:** $129,960.0 - $246,240.0 - **Contract:** Permanent contract - **Skills:** Data Structures, Machine Learning, Tensorflow, Software Engineering, Pytorch, Deep Learning, Information Technology, Machine Learning Operations, Software Coding - **Published:** June 5, 2026 - **Apply:** https://www.indeed.com/viewjob?jk=2d39207fec65384c ## About the Role Do you have experience in Software engineering?, Do you have a Bachelor's degree?, Minimum Qualification(s): - Bachelor's degree in computer science or related technical disciplines. - 3+ years of hands-on experience with building and training complex and scalable machine learning systems. - Strong Computer Science fundamentals (algorithms, data structures, software design) and problem-solving skills. - Strong coding skills and a solid understanding of machine learning algorithms, particularly deep learning and ranking models. - Experience leading or driving machine learning projects. Preferred Qualification(s): - Strong theoretical background in machine learning and deep learning, with proficiency in at least one major framework (e.g., TensorFlow, PyTorch). - Demonstrated experience optimizing large-scale advertising systems, including bidding algorithms and delivery strategies. Familiarity with OCPC, OCPM, and AEO bidding models, and understanding of ad delivery mechanisms. - Excellent teamwork and communication skills, with a strong sense of ownership and the ability to move projects forward independently. - Strong business and data intuition, passion for tackling complex problems, and proven ability in abstraction, project execution, and innovation. ## Description About the team Pangle is the ad network of TikTok for Business, helping mobile developers accelerate growth, deliver engaging ad experiences, and maximize revenue by accessing TikTok's global advertising demand. Operating in more than 36 countries and regions, Pangle has built a strong reputation for driving measurable results for app partners worldwide. As Pangle expands into the U.S. market, we're building our advertising platform from the ground up - tackling exciting new challenges in large-scale systems, optimization, and machine learning. Join us to shape the future of mobile monetization and grow your career in a fast-moving, global team. Responsibilities - Develop and optimize bidding algorithms and strategies across Pangle's ad delivery systems, including targeting, retrieval, ranking, and bidding models, with a focus on improving monetization efficiency and overall ad ROI. - Improve the performance and efficiency of large-scale, online-learning-based deep models for real-time advertising applications. - Apply advanced modeling techniques and strategic thinking to enhance attribution accuracy, delivery quality, and long-term ecosystem sustainability. Identify and drive innovative commercialization technologies and product solutions. - Design, build, and iterate on core ad prediction models such as CTR (Click-Through Rate) and CVR (Conversion Rate) models. ## Related Videos - [Getting Started with Machine Learning](https://www.wearedevelopers.com/videos/260-getting-started-with-machine-learning) - [Machine learning in the browser with TensorFlowjs](https://www.wearedevelopers.com/videos/155-machine-learning-in-the-browser-with-tensorflowjs) - [Machine learning 101: Where to begin?](https://www.wearedevelopers.com/videos/1014-machine-learning-101-where-to-begin) - [Photonic Computing: Programming a New Class of AI Accelerators (incl. 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