
Chief Machine Learning Architect
1 week ago
We're looking for a highly skilled Senior Data Scientist to spearhead the development of agentic AI solutions.
This role involves designing and implementing large-scale machine learning architectures, leveraging natural language processing techniques to automate security decision-making and threat response. You will be responsible for operationalising LLMs, building agentic workflows, and deploying multi-agent systems for cybersecurity tasks.
Key Responsibilities:- Develop and deploy agentic AI systems for log analysis, anomaly detection, and incident response.
- Create proof-of-concept GenAI solutions and evolve them into production-ready components using reusable best practices.
- Implement CI/CD pipelines for model training, validation, and deployment with cloud-based tools.
- Manage model versioning, set up automated testing, rollback procedures, and retraining workflows.
- Automate cloud infrastructure provisioning and develop REST APIs and microservices containerised with cloud-native technologies.
- Monitor models and infrastructure through cloud monitoring tools; analyse performance and optimise for cost and SLA compliance.
- Collaborate with data scientists, application developers, and security analysts to integrate agentic AI into existing security workflows.
- Bachelor's or Master's in Computer Science, Data Science, AI or related quantitative discipline.
- 4+ years of software development experience, including 3+ years building and deploying LLM-based/agentic AI architectures.
- In-depth knowledge of generative AI fundamentals (LLMs, embeddings, vector databases, prompt engineering, RAG).
- Hands-on experience with agentic frameworks and libraries.
- Strong proficiency in Python and production-grade coding for data pipelines and AI workflows.
- Deep MLOps knowledge: CI/CD for ML, model monitoring, automated retraining, and production-quality best practices.
- Extensive cloud experience with cloud-based services.
- Infrastructure as Code skills with cloud-native tools.
- Experience building REST APIs, microservices, and containerization with cloud-native technologies.
- Solid data science fundamentals: feature engineering, model evaluation, data ingestion.
- Understanding of cybersecurity principles, SIEM data, and incident response.
- Excellent communication skills for both technical and non-technical audiences.
- Cloud certifications.
- Experience with workflow orchestration tools.
- Familiarity with time series analysis, anomaly detection, and machine learning.
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