Data Scientist
China - DalianFull-TimeMid-levelAI / Data Science
What You'll Do
- Lead the design and iterative upgrades of data matching algorithms, including HCP matching, HCO matching, and other business scenarios involving matching
- Be responsible for the design and monitoring of data validation results' storage functions in the main database
- Manage internal and external data sources currently used in OpenData, including data source collection, data structure transformation, and update mechanism design
- Utilize NLP, vectorization, and large language model technologies to design algorithms that address business team challenges, optimizing performance and efficiency in business scenarios
- Collaborate with business teams to analyze production-related issues through data analysis and provide reasonable solutions
- Consolidate tool requirements arising from data management processes, draft requirement documents, and coordinate development team resources to ensure timely implementation
Requirements
- At least bachelor’s degree in math, statistics, computer science or equivalent relevant working experience
- 5+ years of experience in data modeling or algorithm development, with complete project implementation cases
- Proficient in Python/Excel, familiar with frameworks such as TensorFlow/PyTorch
- Master the principles and tuning methods of algorithms such as decision trees, SVMs, and neural networks
- Expertise in relational databases or data warehouse products, like MySQL, PostgreSQL, Redshift, Snowflake.
- Proficient in prompt word engineering, and able to skillfully use tools such as Dify for prototype verification
- Strong data sensitivity and logical analysis ability
- Excellent cross-team communication and results transformation capabilities
- Fluent in written English and good in oral English communications
Nice to Have
- Ability to use tools such as powerBI or tableau to present data analysis results
- Pharma industry knowledge;
- Master data management experience
Perks & Benefits
- Grants for fitness and communication
- Healthy, free, provided snacks
