Data Scientist LLM

1 month ago


Reston, Virginia, United States Pyramid Consulting, Inc Full time
Job Title: Data Scientist LLM

Pyramid Consulting, Inc. is seeking a highly skilled Data Scientist LLM to join our team. This is a contract opportunity with a potential for long-term engagement.

Job Summary:

We are looking for a talented Data Scientist LLM to design and develop large language models for specific use cases, including text generation, summarization, and conversational agents. The ideal candidate will have a strong grasp of NLP concepts, experience with popular deep learning frameworks, and a proven track record of prompt engineering and RAG system development.

Key Responsibilities:
  • Design and develop large language models for specific use cases, including text generation, summarization, and conversational agents.
  • Prompt engineer pre-trained models on domain-specific data to optimize performance for target applications.
  • Develop RAG-based applications.
  • Collaborate with data scientists, engineers, and product teams to integrate LLM capabilities into existing systems and platforms.
  • Optimize model performance in terms of accuracy, speed, and resource utilization.
  • Ensure the ethical use of AI models and implement fairness, accountability, and transparency measures.
Requirements and Technology Experience:
  • Strong grasp of NLP concepts, including tokenization, embeddings, attention mechanisms, and sequence modeling.
  • Experience in handling domain adaptation, multi-task learning, and transfer learning.
  • Experience with popular deep learning frameworks, such as TensorFlow and PyTorch.
  • Proven track record of prompt engineering, RAG system development, and fine-tuning large pre-trained models.
  • Strong programming skills in Python, with familiarity with other languages a plus.
  • Extensive experience with TensorFlow, PyTorch, Keras, and Theano libraries.
  • Deep understanding of neural network architectures, especially transformer models.
  • Experience with large-scale model training on GPUs.
  • Familiarity with model compression techniques, such as quantization and distillation.
  • Experience with containerization tools, such as Docker.
  • Knowledge of MLOps practices, including model versioning, monitoring, and A/B testing.
  • Experience in developing and deploying APIs for model inference, using frameworks like Flask, Django, and FastAPI.
  • Proficiency in data visualization tools, such as Matplotlib, Seaborn, and Plotly, for analyzing data and model performance.
  • Strong experience with version control systems, such as Git, and collaborative coding platforms, such as GitHub and GitLab.

Pyramid Consulting, Inc. is an equal employment opportunity employer and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity, or expression, or any other characteristic protected by federal, state, or local laws.


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