Head of Engineering
4 days ago
The Head of Engineering at MBZUAI's Institute of Foundation Models (IFM) oversees the technical architecture, deployment, and operational integrity of large-scale AI systems.
This role bridges cutting-edge research and enterprise-grade infrastructure — leading engineering excellence across product development, cloud and on-premise operations, and AI model integration.
The ideal candidate combines deep engineering expertise with a comprehensive understanding of the AI model ecosystem, including large language models (LLMs), multimodal systems, infrastructure orchestration, and model safety.
Core Responsibilities- Product Engineering & System Architecture
- Lead the end-to-end development and operation of IFM's AI product platforms.
- Design and maintain scalable, secure, and high-availability architectures across hybrid cloud and on-premise environments.
- Implement modern DevOps pipelines (Kubernetes, Docker, CI/CD, GitHub Actions) for reliable model deployment and service uptime.
- Oversee API design, data flow, and backend system integration to support model training, inference, and analytics.
- AI Model Integration & Infrastructure
- Collaborate with AI research teams to productionize foundation models (LLMs, multimodal, reasoning, and domain-specialized models).
- Manage large-scale GPU clusters and distributed inference environments using tools such as vLLM, Ray, DeepSpeed, and Triton Inference Server.
- Oversee model deployment pipelines, ensuring efficient scaling and resource optimization across AWS, on-prem, and co-location data centers.
- Support ongoing experimentation, model fine-tuning, and benchmark validation in collaboration with global research teams.
- Product Testing & Security Assurance
- Establish and lead model red teaming, adversarial testing, and guardrail evaluation workflows to ensure AI model robustness.
- Design and oversee safety assurance pipelines — stress-testing models against prompt injection, jailbreaking, data leakage, and bias exploits.
- Collaborate with AI safety researchers to integrate content filters, alignment layers, and policy enforcement systems into production stacks.
- Implement automated regression tests, monitoring dashboards, and security incident protocols to maintain responsible AI standards.
- Ensure compliance with MBZUAI's AI ethics and governance frameworks, aligning with international safety guidelines.
- Cloud and Data Center Management
- Manage hybrid compute infrastructure combining AWS cloud, on-prem GPU clusters, and co-location data centers.
- Optimize resource allocation across compute, storage, and network layers.
- Oversee security, IAM policies, and network zoning, maintaining full data sovereignty and operational resilience.
- Ensure system observability through centralized logging, metrics, and alerting frameworks (e.g., CloudWatch, Grafana, Prometheus).
- Data Engineering & Pipeline Operations
- Supervise the design and optimization of data ingestion and retrieval pipelines supporting AI training and evaluation.
- Ensure data versioning, integrity, and accessibility across structured and unstructured data formats.
- Support compliance with internal and external data governance policies.
- Team Leadership & Strategic Reporting
- Lead, mentor, and scale a multidisciplinary engineering team across product, infrastructure, and operations domains.
- Translate leadership priorities into actionable technical roadmaps and deliverables.
- Coordinate execution of strategic projects and institutional initiatives, ensuring alignment with IFM's mission and MBZUAI's strategic objectives.
- Provide regular progress and performance reports to MBZUAI leadership and key stakeholders, highlighting milestones, risks, and innovation outcomes.
- Foster a culture of collaboration, accountability, and continuous improvement across distributed teams (Abu Dhabi, Paris, US, etc.).
- Education: Bachelor's or master's in computer science, Engineering, or a related discipline (PhD preferred).
- Experience: 8–12 years in software engineering, infrastructure management, or AI systems; at least years in a leadership capacity.
- Proven expertise in:
- Kubernetes, Docker, CI/CD, and system observability tools.
- AWS Cloud Management: EKS, EC2, S3, RDS, IAM, CloudWatch, Route 53.
- On-prem & Co-location Data Center Operations: GPU cluster orchestration, network configuration, and storage optimization.
- AI Ecosystem & LLMs: hands-on familiarity with open-source and commercial models (Llama, Qwen, Jais, Mistral, OpenAI, Anthropic, etc.).
- MLOps & Model Serving: vLLM, Triton, MLflow, Ray, or Hugging Face Transformers.
- AI Security & Red Teaming: prompt defense, guardrail systems, toxicity and bias detection, model evaluation frameworks.
- Strong foundation in Python, Bash, and system-level automation.
- Demonstrated success in managing complex technical programs and delivering strategic outcomes.
- Excellent communication, stakeholder management, and leadership skills.
- The Head of Engineering ensures that MBZUAI's Institute of Foundation Models operates at world-class standards in scalability, safety, and performance. By uniting infrastructure excellence, AI safety, and strategic alignment, this role secures IFM's position as a global leader in sovereign, responsible, and robust AI infrastructure for the UAE and beyond.
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