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Chief Algorithmic Marketing Expert
2 weeks ago
Senior Data Scientist
The Role:
We are seeking a Senior Data Scientist to join our team at the Ireland Research Center. As a senior data scientist, you will apply your deep knowledge of machine learning, mathematics, statistics, and modeling skills to the real-life production dataset of Ads.
About Ads:
Ads is a smart marketing platform for Huawei devices. It provides marketing and traffic monetization services for advertisers and publishers worldwide to help them achieve business growth and improve brand value.
About the Job:
You will work on some trending/cutting-edge projects using the latest and most advanced technologies available in the domain and Ads to help the business grow and expand globally. Our team works closely with the recommendation and cloud service group to deliver the most advanced models and best features.
Responsibilities:
- Conduct in-depth research and exploration and develop/deploy innovative advertising algorithms tailored to specific scenes and business applications.
- Identify ways to improve ad data/product reliability, efficiency, and quality.
- Engage regular A/B tests and statistical analysis to conclude the impact of proposed models.
- Monitor, analyse, and tune the performance of measurement metrics specific to each targeted ad application domain.
- Collaborate closely with cross-functional teams including field experts, product owners, and internal stakeholders to inform, influence, support, and execute product strategy and R&D decisions.
Requirements:
- Master's/PhD degree in a quantitative discipline (e.g., Computer Science, Information Systems, Mathematics, Statistics and Physics).
- 4 years + of proven experience in delivering machine learning products.
- Knowledge and working experience with recommender systems/reinforcement learning/data governance/privacy are preferred.
- Solid understanding and expertise in developing machine learning models with Python and TensorFlow.
- Strong analytic skills in working with structured/unstructured datasets.
- Experience with SQL or HIVE SQL, understanding the basic principles and tuning strategies of Hive/MySQL.
- Excellent communication skills to elaborate ideas clearly and concisely in writing and orally to individuals and groups.
- In-depth understanding and experience in data analytics or data science with rich experience (2 years +) working with advertising-related data or in the computational advertising field are preferable.
