| Job Description: |
We are seeking a skilled and innovative AI Agent Engineer to join our team. The ideal candidate will have a strong background in working with Large Language Models (LLMs) and a passion for developing advanced AI solutions to enhance our company's capabilities. This role will involve creating, fine-tuning, and deploying models that leverage cutting-edge AI technologies to improve our consumer experiences. Designs and implements autonomous AI agents using LLMs and tool orchestration, handling context management, workflow planning, and integration with enterprise systems. Owns reliability engineering, evaluation harnesses, and safety/guardrail enforcement.
Key
Responsibilities* · Develop and implement models using OpenAI's ChatGPT API or similar LLMs, focusing on prompt engineering and fine-tuning techniques. · Utilize retrieval-augmented generation (RAG) methods to enhance model performance and information retrieval capabilities. · Write Python scripts for data processing, API integration, and model deployment. · Work with various APIs, including OpenAI and RESTful APIs, to integrate AI models into existing systems. · Manage and manipulate structured and unstructured data, ensuring proper handling and storage using SQL and MongoDB. · Utilize Azure Databricks for data processing and model training. · Implement embedding models for efficient storage and retrieval of vector data. · Document all processes, changes, and system designs to ensure clear communication and traceability. · Troubleshoot integration issues and debug AI models to ensure optimal performance.
Section IV - Job Qualifications & Skills
Section Details / Example Content
Domain
Soft Skills · Experience with OpenAI's ChatGPT API or similar LLMs. · Familiarity with fine-tuning LLMs and prompt engineering. · Understanding of retrieval-augmented generation (RAG) techniques. · Proficiency in Python for scripting, data processing, and API integration. · Experience working with APIs (e.g., OpenAI, RESTful APIs). · Proficient in SQL and experienced with MongoDB (vector storage, indexing, and retrieval). · Experience with Azure Databricks · Familiarity with embedding models for storing and retrieving vector data. · Strong problem-solving skills with the ability to debug AI models and troubleshoot integration issues. · Excellent documentation skills for tracking changes, models used, and system designs. · Preferred Qualifications: · Experience in developing, maintaining, and collecting structured and unstructured data sets for analysis and reporting. · Ability to create reports, projections, models, and presentations to support business decisions. · Proficient in using mathematics, statistics, modeling, business analysis, and technology to transform complex data into advanced analytic solutions. · Understanding of departmental, segment, and organizational strategy and operating objectives. · Knowledge of metadata management and data governance principles. · Capability to make independent decisions regarding work methods, even in ambiguous situations. · Passion for contributing to an organization focused on continuously improving consumer experiences.
Role Descriptions: AI agent engineer
Essential Skills: AI agent engineer
Desirable Skills:
Keyword:
Skills: AI Agents
Experience Required: 8-10 |
