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Data Science Expert-Leading AI Innovation
3 weeks ago
Job Title:
Data Science ManagerWe are seeking an experienced Data Science Manager with a strong background in General AI to lead our team of data engineers, analysts, and scientists.
- Expertise: General AI, Quantitative Fields (Computer Science, Statistics, Applied Mathematics)
- Skills: Python Programming, NumPy, Pandas, Scikit-learn, LORA, RAG, Instruct Fine-tuning, Quantization
The ideal candidate will have a deep understanding of language models, including their evolution history, training data creation, and fine-tuning. They should be comfortable interpreting research papers and architecture diagrams, as well as working with techniques like LORA, RAG, Instruct Fine-tuning, and Quantization.
Key Responsibilities:- Lead a team of data engineers, analysts, and scientists to carry out various activities, including connecting with internal and external stakeholders, creating project plans, spinning virtual machines, and optimizing clusters for data science workflows.
- Ensure the quality of data through proactive checks, resolve gaps, and assure data integrity throughout the project lifecycle.
- Carry out exploratory data analysis, feature engineering, define performance metrics, and implement machine learning and deep learning algorithms to achieve business goals.
- Research existing solutions, create optimized data models, run relevant algorithms, optimize and validate models, and integrate them into client ecosystems.
- Document project artifacts, measure impact on business metrics, and fine-tune workflows based on feedback.