Senior/Principal Visual ML Engineer

Clarvos is seeking a Senior/Principal Machine Learning Engineer to architect, develop, and deploy AI systems for image, video, and creative generation. The role drives Visual AI innovation from research through production deployment and helps establish the company’s Visual AI strategy for creative automation, digital advertising, content personalization, and campaign optimization.

Responsibilities:

• Design and develop production-grade AI systems for:
• Build scalable pipelines for automated creative generation across multiple marketing channels
• Research and implement state-of-the-art diffusion, transformer, autoregressive, and multimodal architectures
• Fine-tune and optimize foundation models for enterprise production use cases
• Develop and optimize systems using:
• Train, fine-tune, optimize, and deploy large-scale generative AI models using advanced techniques including LoRA, QLoRA, PEFT, distillation, quantization, and prompt optimization
• Build robust model evaluation frameworks to measure creative quality, visual fidelity, consistency, brand alignment, safety, hallucination risk, and human preference alignment
• Improve model performance across quality, latency, scalability, and cost through continuous experimentation, benchmarking, and production optimization
• Lead development and building of AI systems for:
• Lead decisions around foundation models, fine-tuning strategies, RAG pipelines, embeddings, and ranking systems
• Architect and oversee scalable LLM/GenAI systems for MarTech/AdTech use cases
• Design and deploy multi-agent systems using frameworks such as LangGraph, AutoGen, CrewAI, MCP, or equivalent
• Own end-to-end ML system design: data ingestion, feature pipelines, training, inference, evaluation, and monitoring
• Work closely with Product, Data, and Platform teams to translate business needs into scalable ML capabilities
• Communicate complex ML concepts clearly to executive leadership, stakeholders, and the Board
• Contribute to technical narratives used for fundraising, company valuation, and strategic planning