Senior Machine Learning Scientist – Advertising Cloud
Appier · Taipei
Job description
About the role
Appier is seeking a Senior Machine Learning Scientist to join the Advertising Cloud Optimization team, developing core ML algorithms that drive campaign efficiency and advertiser ROI on a massive programmatic advertising platform.
Key responsibilities
- Design, implement, and productionize state‑of‑the‑art ML models to improve campaign outcomes.
- Analyze large‑scale user and auction data to discover predictive patterns and alpha signals for bidding and personalization.
- Collaborate cross‑functionally with engineering, product, and data teams to define roadmaps and deliver impactful solutions.
- Continuously improve system performance through offline experimentation and online testing such as A/B tests and incremental learning.
Required profile
- Bachelor’s degree in Computer Science, Mathematics, EE or related field; Master’s or PhD preferred.
- 4+ years of industry experience in ad tech with focus on performance optimization.
- Proven experience in applied machine learning, especially CTR prediction and recommendation systems.
- Strong ownership and collaboration skills to lead end‑to‑end projects.
Required skills
- Python programming.
- Experience with modern ML frameworks such as PyTorch or TensorFlow.
- Experience with high‑throughput, low‑latency real‑time systems (e.g., RTB engines, stream inference) – listed as bonus.
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Appier
Taipei