AI Model Developer

2 days ago

Halifax, Canada Compunnel, Inc. Full time

Overview We are seeking a skilled and innovative AI Model Developer to join our team. The ideal candidate will have hands-on experience with Large Language Models (LLMs) and a passion for building advanced AI solutions that enhance consumer experiences. This role involves developing, fine-tuning, and deploying AI models using cutting-edge technologies, with a focus on performance, integration, and scalability. Key Responsibilities Develop and implement AI models using LLMs such as OpenAI’s ChatGPT API, with a focus on prompt engineering and fine-tuning. Apply retrieval-augmented generation (RAG) techniques to improve model performance and information retrieval. Write Python scripts for data processing, API integration, and model deployment. Integrate AI models into existing systems using OpenAI and RESTful APIs. Manage structured and unstructured data using SQL and MongoDB, ensuring secure and efficient storage. Utilize Azure Databricks for data processing and model training. Implement embedding models for vector data storage and retrieval. Document system designs, processes, and changes for traceability and team communication. Troubleshoot integration issues and debug AI models to ensure optimal performance. Required Qualifications 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). Proficient in SQL and experienced with MongoDB (including vector storage and indexing). Experience with Azure Databricks. Familiarity with embedding models for vector data. Strong problem-solving skills and ability to debug AI models. Excellent documentation skills for tracking models, changes, and system architecture. Preferred Qualifications Experience developing and managing structured and unstructured datasets for analysis and reporting. Ability to create reports, projections, models, and presentations to support business decisions. Proficiency in mathematics, statistics, modeling, and business analysis. Understanding of organizational strategy and operating objectives. Knowledge of metadata management and data governance principles. Ability to make independent decisions in ambiguous situations. Passion for contributing to initiatives that improve consumer experiences. #J-18808-Ljbffr

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