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Senior Machine Learning Engineer

4 weeks ago

Gurgaon, Haryana, India Cephas Consultancy Services Private Limited Full time
Job Title: Senior Machine Learning Engineer - Large Language Models

Cephas Consultancy Services Private Limited is seeking a highly skilled Senior Machine Learning Engineer to design, develop, and implement data extraction systems using Large Language Models (LLMs) such as GPT4.

Key Responsibilities:
  • Design and develop data extraction systems using LLMs like GPT4.
  • Collaborate with data scientists, engineers, and product managers to understand data extraction requirements and objectives.
  • Finetune and customize LLMs for specific data extraction tasks ensuring high accuracy and efficiency.
  • Create and maintain data pipelines for the extraction, processing, and storage of large datasets.
  • Conduct performance testing and optimization of LLMs to enhance data extraction capabilities.
  • Develop and document best practices for LLM-based data extraction processes.
  • Stay updated with the latest advancements in AI and LLM technologies to continually improve data extraction methodologies.
  • Troubleshoot and resolve issues related to data extraction processes and models.
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.
  • 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.
  • Experience with data extraction ETL processes and database management.
  • 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.
  • Strong communication skills both written and verbal to effectively convey technical concepts to non-technical stakeholders.
Preferred Skills:
  • Experience with transformer-based models like GPT4, BERT, etc.
  • Knowledge of big data technologies (e.g. Hadoop, Spark) and data warehousing solutions.
  • Understanding of regulatory and compliance requirements related to data handling and privacy.
  • Prior experience in developing and deploying machine learning models in production environments.