Design, build, and maintain end-to-end machine learning pipelines on Databricks, covering data preparation, feature engineering, model training, evaluation, and deployment.
Operations & AI Automation Integration: Partner with the Operations Manager to map daily administrative bottlenecks and assist in deploying internal Generative AI tools and automated software rules to improve company-wide productivity.
Conduct literature research to scout AI and GenAI applications in HVAC systems, with emphasis on enhancing energy efficiency, fault diagnosis, and developing advanced control strategies through data-driven insights.
Define the vision, objectives, and measurable outcomes for the internal corporate GenAI platform, taking ownership of its development as an agency-wide product.
Conduct literature research to scout AI and GenAI applications in HVAC systems, with emphasis on enhancing energy efficiency, fault diagnosis, and developing advanced control strategies through data-driven insights.
Own the agentic-evaluation engine. Build the capability that scores agents on the metrics that matter - intent resolution, tool-selection and parameterisation accuracy, task adherence, planning quality, tool-call ordering, response completeness against a reference, and when an agent should defer to a human.
As an NPI Engineer, you will play a pivotal role in driving the successful introduction of new products from concept development through to mass production.
Drive Generative AI Innovation: Lead the design and development of advanced AI solutions and proof-of-concepts focused on generative AI (e.g. LLMs, GANs). You will create prototypes, pilots, and MVPs that explore new use cases and demonstrate the art of the possible in payments and commerce. This includes pushing the frontier of applied AI through rapid experimentation and applied research.
Define and drive the multi-quarter technical strategy and architecture for high-throughput, low-latency advertising serving stacks and petabyte-scale data and measurement pipelines.
Participate in the development of core capabilities for the advertising system, including AI infrastructure, machine learning and recommendation algorithms, to enhance ad recommendation effectiveness. Analyze foundational data, uncover user interests, and improve the prediction capabilities of the advertising system.
Lead and manage the 24x7 Security Operations Centre (SOC) operations, including any Managed Security Service Provider (MSSP) or MDR partner, ensuring security events are monitored, triaged, escalated and resolved within defined Service Level Agreements (SLAs).