Senior Python Developer
3 weeks ago
Job Responsibilities :
- Develop and implement data extraction systems using Large Language Models (LLMs) like GPT-4 to process large datasets efficiently.
- Collaborate with data scientists, engineers, and product managers to understand data extraction needs and objectives, ensuring high accuracy and efficiency in data processing.
- Fine-tune and customize LLMs for specific data extraction tasks, leveraging expertise in AI and NLP technologies to enhance data extraction capabilities.
- Create and maintain data pipelines for the extraction, processing, and storage of large datasets, utilizing cloud computing platforms and containerization technologies.
- Conduct performance testing and optimization of LLMs to improve data extraction methodologies and ensure data quality.
- Develop and document best practices for LLM-based data extraction processes, ensuring seamless integration with existing systems and processes.
- Stay updated with the latest advancements in AI and LLM technologies to continually enhance data extraction methodologies and ensure data is processed efficiently and accurately.
Job Requirements :
- Bachelor's or Master's degree in Computer Science, Data Science, AI, or a related field, with a strong understanding of data structures, algorithms, and software engineering principles.
- Proven experience with LLMs, natural language processing technologies, and data extraction, ETL processes, and database management.
- Proficiency in programming languages like Python, with expertise in AI/ML libraries, cloud computing platforms, and containerization technologies.
- Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment, with strong communication skills to effectively convey technical concepts to non-technical stakeholders.
- Strong understanding of regulatory and compliance requirements related to data handling and privacy, with experience in developing and deploying machine learning models in production environments.
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