Senior Associate at PwC focusing on data analytics to drive insights and guide client strategies. Involves advanced techniques and collaboration on AI and GenAI solutions.
About the role
- Data Scientist expert driving advancements in natural language processing and computer vision at Binance. Working on classification, sentiment analysis, and image understanding for large-scale systems.
Responsibilities
- Develop and optimize NLP/CV algorithms to improve the performance and efficiency of content understanding pipelines.
- Build scalable models (e.g., BERT, GPT, ViT, CLIP) and bring them into production.
- Partner with product and data teams to diagnose business challenges and design data-driven solutions.
- Track cutting-edge research and explore novel algorithms for real-world applications in content understanding.
- Drive system improvements that enhance moderation, recommendation and search workflow
Requirements
- Master’s Degree or above in Computer Science, AI, EE, Mathematics, or related fields.
- Strong programming skills in Python or C++ and familiarity with deep learning frameworks such as PyTorch.
- Solid foundation in machine learning/deep learning and hands-on experience with common models in NLP and/or CV.
- Experience working with large-scale data processing frameworks (Hadoop/Spark/Flink is a plus).
- 2+ years of algorithm/model development experience.
- Background in content safety, recommendation or search systems is highly valued.
Benefits
- Competitive salary and company benefits
- Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
Job title
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