AI Engineering Leader
1 month ago
Rapid7 is expanding its AI capabilities with the formation of a new AI Centre of Excellence in Belfast. As a leader in cybersecurity, we're seeking expertise to drive AI innovation, accelerate threat investigation, detection and response, and enhance security operations centre (SOC) capabilities in conventional networks and cloud environments.
The role requires a strong foundation in applied AI R&D, software engineering, and MLOps, with experience in taking models to production with repeatable deployment, monitoring, and observability patterns. Adeptness in ML deployment, cloud systems, software engineering, containerization, and DevOps is essential.
Key Responsibilities
Define and deliver an MLOps strategy for the growing AI team, combining AI/ML deployments, cloud systems, and software engineering expertise to enhance product offerings and streamline platform functionalities.
Requirements
- Experience in ML deployment, especially in AWS, and software engineering, with adept coding skills in Python.
- Adeptness in containerization and DevOps, with proficiency in CI/CD tooling, Docker, Kubernetes, and experience developing APIs with Flask or FastAPI.
- Experience deploying LLMs, managing advanced compute resources, and navigating data collection for metrics and fine-tuning from LLM-based systems.
- Robust analytical, problem-solving, and communication skills, with the capacity to convey intricate ideas effectively.
Desirable Skills
- Previous experience with NLP and ML models, understanding their operational frameworks and limitations.
- Proficiency in implementing model risk management strategies, including model registries, concept/covariate drift monitoring, and hyperparameter tuning.
- Experience in designing and integrating scalable AI/ML systems into production environments.
What We're Looking For
- A positive, can-do, solution-oriented mindset, welcoming the challenge of tackling complex problems.
- Persistence and consistency, with the ability to systematically tackle complex use cases.
- A curiosity and passion for continuous learning and self-development.
- Strong interpersonal and communication abilities, explaining hard-to-understand topics to different audiences, working to build consensus, and writing up work clearly.
We value diversity and believe that the best ideas and solutions come from multi-dimensional teams. If you're excited about this role and feel your experience can make an impact on our AI mission, we encourage you to apply.
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