Petal Ads - Senior Data Scientist - Contract
Huawei
- Dublin
- Permanent
- Full-time
- Conduct in-depth research and exploration and develop/deploy innovative advertising algorithms tailored to specific scenes and business applications such as allocation/bidding strategies, and AI-assisted ads content optimization, using state-of-the-art methodologies.
- 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.
- Master's/PhD degree in a quantitative discipline (e.g., Computer Science, Information Systems, Mathematics, Statistics and Physics).
- In-depth understanding and experience in data analytics or data science with rich experience (4 years +) working with advertising-related data or in the computational advertising field.
- 4 years + of proven experience in delivering machine learning products. Knowledge and working experience with recommender systems/reinforcement learning/federated learning/data governance/privacy are preferred.
- Solid understanding and expertise in developing machine learning models with Python (including NumPy, SciPy, Pandas, TensorFlow, PyTorch, etc.).
- 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.
- Google Ads or Facebook Blueprint-certified candidates are preferred.
- Paid Time Off
- Training & Development
- Paid Time Off
- Training & Development