Job Title: Clinical AI / Machine Learning Engineer
Job Description
This role focuses on designing, building, deploying, and maintaining advanced AI and machine learning systems for clinical applications. The ideal candidate brings deep hands-on engineering experience, particularly with large language models and autonomous AI agents, and can translate complex clinical requirements into robust, production-grade AI solutions. You will work on cutting-edge multi-agent architectures, fine-tuning pipelines, and evaluation frameworks that support secure, reliable, and scalable clinical AI products.

Responsibilities
- Design, build, and maintain production-grade AI and machine learning systems tailored to clinical use cases.
- Develop and deploy autonomous AI agent systems that operate on real-world clinical data, including tool usage and self-correction capabilities.
- Integrate at least two large language models (such as Gemini, GPT-4, Llama, Mistral, or equivalent) into production software environments.
- Implement fine-tuning workflows, including LoRA, QLoRA, PEFT, instruction tuning,



and domain adaptation for clinical AI models.
- Design and manage LLM evaluation pipelines, including benchmark design and continuous performance monitoring for clinical scenarios.
- Architect and implement multi-agent systems using orchestrator–worker patterns, tool-calling loops, and self-correcting agent pipelines.
- Collaborate with cross-functional stakeholders to translate clinical and business requirements into AI engineering specifications and solutions.
- Ensure robustness, reliability, and safety of AI systems in production, including monitoring, troubleshooting, and iterative improvement.
- Document system architectures, design decisions, and operational procedures to support maintainability and knowledge sharing.
- Contribute to continuous improvement of AI engineering practices, tools, and frameworks within the team.

Essential Skills
- At least 8 years of hands-on AI and machi

📌 Clinical AI ML (Bengaluru East)
🏢 Actalent
📍 Bengaluru East