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Principal AI/ML Engineer
1 month ago
Rapid7 is investing heavily in its Belfast office, establishing an AI Centre of Excellence that encompasses AI, ML, and data science. As a leader in cybersecurity, we're leveraging AI to accelerate threat investigation, detection, and response capabilities in our Security Operations Centre for both conventional networks and cloud environments. To stay ahead of attackers, we need more than speed; we need AI that can identify signals in a sea of noise. We're embracing generative AI and researching novel ways LLMs can add value for our customers in D&R.
We're seeking talented AI, ML, and data science professionals to build systems that detect patterns and anomalies humans can't, and which rule-based detections miss. In this role, you will help define and deliver an MLOps strategy for our growing AI team. There's a lot of work to do, and we need your expertise.
Key Responsibilities
You will combine your expertise in AI/ML deployments, cloud systems, and software engineering to enhance our product offerings and streamline our platform's functionalities. Your responsibilities will include:
- Developing and deploying AI/ML models in cloud environments
- Designing and integrating scalable AI/ML systems into production environments
- Implementing model risk management strategies, including model registries, concept/covariate drift monitoring, and hyperparameter tuning
- Collaborating with cross-functional teams to develop and deploy AI/ML solutions
Requirements
To be successful in this role, you will need:
- Strong foundation in applied AI R&D, software engineering, and MLOps and DevOps systems and tools
- Experience with ML deployment, especially in AWS, and software engineering
- Proficiency in containerization and DevOps, with experience developing APIs with Flask or FastAPI
- Ability to convey complex ideas effectively to both technical and non-technical stakeholders
What We Offer
We offer a dynamic and supportive work environment, with opportunities for growth and development. If you're passionate about AI and ML, and want to make a real impact in the cybersecurity industry, we encourage you to apply.