Artificial Intelligence Engineer
7 days ago
Role Overview
We are seeking an experienced Artificial Intelligence Engineer to lead the development and integration of advanced language models. The ideal candidate has hands-on experience working with both closed-source and open-source language models, and understands how to architect, train, and fine-tune these models to meet diverse business needs.
Key Responsibilities
- Evaluate and integrate closed-source language model APIs (e.g., ChatGPT) as well as deploy open-source language models (e.g., Llama, DeepSeek) in production environments.
- Determine when to use hosted APIs versus self-managed models for cost, scalability, and performance considerations.
Agentic Frameworks & Architecture
- Develop and maintain agentic frameworks in which model outputs feed into subsequent prompts or workflows (e.g., Goose-like systems).
- Ensure robust pipeline orchestration where different AI components can interact efficiently and effectively.
Model Training & Fine-Tuning
- Perform fine-tuning or training on open frameworks, optimizing language models for specific tasks or datasets.
- Define criteria to decide when and how to fine-tune, balancing performance gains with resource constraints.
Scalability & Performance
- Architect scalable and fault-tolerant solutions for high-load environments, including containerization and microservices.
- Collaborate with DevOps to set up CI/CD pipelines, load testing, and performance monitoring.
Innovation & Best Practices
- Stay updated on cutting-edge research and best practices in the generative AI domain, and identify how new developments can be integrated into existing products.
- Document processes, create internal knowledge repositories, and mentor junior engineers on AI/ML best practices.
Collaboration & Product Integration
- Work closely with Product, Data, and Engineering teams to align AI solutions with overall product goals.
- Communicate complex technical concepts to both technical and non-technical stakeholders, ensuring clarity and shared understanding.
Requirements
- Experience with closed-source language models (e.g., ChatGPT) and open-source language models (e.g., Llama, DeepSeek).
- Familiarity with agentic frameworks (e.g., Goose-like systems).
- Understanding of standard ML/DL frameworks (e.g., PyTorch, TensorFlow).
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