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AI Engineer
2 weeks ago
About this role
We are seeking a highly skilled Content Developer specializing in Artificial Intelligence to create comprehensive, cutting-edge AI and machine learning courses. The ideal candidate will possess deep mathematical foundations in machine learning, hands-on experience with state-of-the-art models, and the ability to translate complex AI concepts into accessible educational content.
What you'll do
Course Development & Design
- Design and develop comprehensive AI/ML curricula covering machine learning fundamentals, deep learning, neural networks, NLP, computer vision, and generative AI
- Create structured learning paths from mathematical foundations to advanced model development
- Develop hands-on projects including model training, fine-tuning, and deployment scenarios
- Design practical assignments covering real-world AI applications and use cases
Content Creation
- Write clear, engaging, and mathematically rigorous course materials including video scripts, tutorials, and technical documentation
- Create interactive coding examples and model demonstrations
- Develop supplementary resources such as mathematical derivations, algorithm explanations, and troubleshooting guides
- Produce video content including coding walkthroughs, mathematical explanations, and model training sessions
Technical Implementation
- Build and maintain AI/ML course projects and model repositories
- Implement training pipelines and fine-tuning workflows for various model architectures
- Ensure all code examples follow current best practices and industry standards
- Stay current with emerging AI technologies and integrate relevant updates into course content
Quality Assurance & Improvement
- Review and update existing course content to maintain accuracy with rapidly evolving AI landscape
- Collaborate with AI researchers and practitioners to ensure content quality and relevance
- Analyze learner feedback and performance data to continuously improve course effectiveness
- Maintain version control and documentation for all course materials and trained models
What we're looking for
Mathematical & Technical Foundation
- Strong mathematical background in linear algebra, calculus, probability, and statistics
- Deep understanding of machine learning theory, optimization, and statistical learning
- 3+ years of hands-on machine learning and AI development experience
- Expert proficiency in Python and ML libraries (PyTorch, TensorFlow, scikit-learn)
- Experience training and fine-tuning state-of-the-art models (transformers, diffusion models)
- Knowledge of cloud ML platforms (AWS SageMaker, Google Cloud AI, Azure ML)
Content & Communication
- Proven experience creating educational or training content in technical domains
- Exceptional ability to explain complex mathematical concepts clearly
- Strong technical writing and instructional design skills
- Video production and editing capabilities for technical content
- Experience breaking down advanced AI concepts for different skill levels
Nice‑to‑haves
- Experience with agentic AI frameworks (LangChain, LangGraph, CrewAI, AutoGen)
- Knowledge of autonomous AI agent design patterns (reflection, planning, ReAct, Reflexion)
- Familiarity with Model Context Protocol (MCP) and multi-agent orchestration
- Experience with prompt engineering and advanced prompting techniques (zero-shot, few-shot, chain-of-thought)
- Knowledge of RAG (Retrieval-Augmented Generation) systems and vector databases
- Familiarity with AI agent tooling and function calling capabilities