Senior Data Extraction Specialist
4 weeks ago
Job Overview :
iMettle Consulting LLC is seeking a Senior Data Extraction Specialist to lead the design, development, and implementation of data extraction systems using Large Language Models (LLMs) such as GPT-4. This exciting new role requires expertise in Python and API interactions, with a focus on creating high-quality data extraction pipelines for large datasets.
Key Responsibilities :
- Design and develop data extraction systems using LLMs, ensuring high accuracy and efficiency.
- Collaborate with data scientists, engineers, and product managers to understand data extraction requirements and objectives.
- Fine-tune and customize LLMs for specific data extraction tasks, ensuring seamless integration with existing systems.
- Develop and maintain data pipelines for the extraction, processing, and storage of large datasets, ensuring scalability and reliability.
- Conduct performance testing and optimization of LLMs to enhance data extraction capabilities, resulting in improved business outcomes.
- Develop and document best practices for LLM-based data extraction processes, promoting knowledge sharing and collaboration within the team.
Requirements :
- Bachelor's or Master's degree in Computer Science, Data Science, AI, or a related field.
- Proven experience with LLMs and natural language processing (NLP) technologies, with a focus on data extraction and processing.
- Proficiency in programming languages such as Python, with experience in AI/ML libraries (e.g., TensorFlow, PyTorch).
- Strong understanding of data structures, algorithms, and software engineering principles, with a focus on scalability and reliability.
- Experience with data extraction, ETL processes, and database management, with a focus on data quality and integrity.
- Familiarity with cloud computing platforms (e.g., AWS, Google Cloud, Azure) and containerization technologies (e.g., Docker, Kubernetes).
- Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment, with a focus on delivering high-quality results.
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