Microsoft Senior Applied Scientist Taiwan, Taoyuan City 445034434
(This role is available inor
Similarly, the probability of interacting with the advertiser’s page is important for measuring advertiser and user satisfaction.
(This role is available in
You will play a key role in driving algorithmic improvements to online and offline systems, developing, and delivering robust and scalable solutions, making direct impacts on both users and advertisers experience, and continually increasing the revenue for Microsoft Ads.
Required Qualifications:
- Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 4+ years related experience (e.g., statistics predictive analytics, research)
- OR Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience (e.g., statistics, predictive analytics, research)
- OR Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 1+ year(s) related experience (e.g., statistics, predictive analytics, research)
- OR equivalent experience.
- 2+ years of experience in developing and deploying large-scale machine learning models.
Preferred Qualifications:
- Proven experience in programming and data analysis skills.
- Proven expertise in the areas of Generative AI, deep learning, Reinforcement learning, or transformers.
Certain roles may be eligible for benefits and other compensation. Find additional benefits and pay information here:
As a Senior Applied Scientist onSignals ModelingTeam you will be responsible to:
- Develop and deploy cutting-edge machine learning models, including transformers, generative AI, and reinforcement learning, to optimize user interactions and ad relevance across Microsoft Ads and Copilot.
- Design scalable algorithms for online and offline systems, delivering innovative solutions for content selection, user engagement modeling, and ad generation.
- Drive experimentation through A/B testing and offline validation to evaluate model performance and refine user behavior predictions.
- Build robust data pipelines and frameworks for handling large-scale, high-dimensional datasets to support advanced AI applications.
- Stay at the forefront of AI research, incorporating the latest advancements to drive innovation and impact across Microsoft platforms.
As a Senior Applied Scientist on
Demand Intelligenceteam you will be responsible for:
- Developing Recommendation algorithms in Bid/Budgets/Keywords etc.
- Selection and Ranking components for Campaign recommendation platform.
- Agentic workflows for campaign optimization.
- Forecasting solutions
- Demand analytical tools
- Experimentation infrastructure, dashboard, live marketplace monitoring, and diagnosis
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