Machine Learning Engineer

About this role

Creatify is seeking a Machine Learning Engineer to design and scale advanced models for their AI-powered video advertising platform. You'll work on large-scale ML problems involving prediction, recommendation, and generative AI while mentoring junior engineers and occasionally leading projects.

What you'll do

• Design and develop scalable ML systems for prediction, ranking, recommendation, and generative AI problems
• Research and implement state-of-the-art approaches including LLMs, transformers, and diffusion models
• Build and optimize large-scale systems leveraging deep learning and modern parallel environments (GPUs, distributed clusters)
• Identify bottlenecks and synthesize requirements across technology, systems, and tools
• Mentor junior engineers and lead small teams or projects with technical guidance and architectural direction
• Iterate quickly on solutions that efficiently scale to handle massive data volumes

What they're looking for

• Machine learning (deep learning, transformers, LLMs, diffusion models)
• Large-scale system design and optimization
• Python and software engineering best practices
• Distributed computing and GPU acceleration
• Applied ML domains (ranking, classification, recommendation, fraud detection)
• Technical leadership and mentoring
• Production ML systems and deployment
• Data analysis and algorithm development