Jobs · Engineering · California

GenAI Engineer

MACHINE LEARNING TECHNOLOGIES LLC · Engineer Springs, CA · 2 wk ago
EngineeringContract

Key Responsibilities

  • Demonstrate advanced programming expertise, particularly in Python, with deep proficiency in AI-centric libraries such as TensorFlow, PyTorch, and Hugging Face Transformers.
  • Architect and implement Retrieval-Augmented Generation (RAG) pipelines to enhance model performance using external knowledge sources, including document chunking, embedding generation, and retrieval systems.
  • Design, develop, and deploy Custom AI agents capable of autonomous decision-making and task execution using LLMs and multi-modal models.
  • Implement and manipulate complex algorithms essential for developing and optimizing generative AI models.
  • Manage data pipelines involving data pre-processing, augmentation, and synthetic data generation to enhance model training and performance.
  • Ensure robust data handling practices including cleaning, labeling, and structuring datasets for generative AI workflows.
  • Design MS Copilot Studio Agent Builder advanced skills, including custom plugin development, adaptive orchestration of multiple AI skills and APIs, contextual memory management, dynamic prompt engineering, and secure data handling.
  • Agent Orchestration
  • Trigger Management
  • Automation Workflow
  • Flow Design: Create logical, scalable flows for complex business processes.
  • Tool Integration: Use Copilot’s built-in connectors to integrate enterprise apps and services seamlessly.

Qualifications

Required:

  • Highest degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
  • At least 5 years of relevant work experience in AI engineering, machine learning, or related fields.
  • Experience with Generative AI technologies and tools, including but not limited to TensorFlow, PyTorch, Hugging Face Transformers, and Copilot Studio.
  • Strong understanding of natural language processing (NLP), computer vision, and multimodal learning.
  • Proven ability to design, develop, and deploy scalable AI systems in production environments.
  • Excellent problem-solving skills and the ability to work independently and collaboratively.
  • Experience with data preprocessing, augmentation, and synthetic data generation techniques.
  • Knowledge of data structures, algorithms, and software engineering best practices.
  • Experience with version control systems like Git.

Skills

  • Python programming
  • TensorFlow, PyTorch, and Hugging Face Transformers
  • Retrieval-Augmented Generation (RAG)
  • Custom AI agents
  • Data pipelines and data handling
  • MS Copilot Studio Agent Builder
  • Complex algorithm implementation
  • Machine learning frameworks
  • Enterprise integration and automation

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