Senior Product Manager (AI)

TL;DR

Senior Product Manager (AI): Owning the strategy, design, and rollout of telemetry systems to monitor, measure, and analyze AI model behavior across hirify.global products, with an accent on defining how AI-specific telemetry signals are collected, structured, and acted upon. Focus on developing a telemetry foundation that supports AI governance, model performance tracking, cost efficiency, and operational reliability.

Location: Onsite in London, UK

Company

hirify.global is a leading global financial markets infrastructure and data provider driving financial stability and empowering economies to create sustainable growth.

What you will do

• Define the end-to-end telemetry vision and roadmap for LLMs, MCPs, vector stores, embeddings, inference layers, and AI-powered user experiences.
• Establish a standardised telemetry schema for capturing prompts, model responses, durations, errors, confidence signals, and quality indicators.
• Own requirements for dashboards, monitoring tools, model comparison views, anomaly detection alerts, and performance scorecards.
• Identify cost inefficiencies across model and MCP usage, and drive recommendations to improve ROI.
• Contribute to hirify.global’s AI governance and Responsible AI initiatives by providing data-driven insights on model behavior.
• Partner with platform engineering, AI Evaluation PM, Model Risk, Legal, and SRE teams to align telemetry with governance frameworks and drive observability improvements.

Requirements

• Experience in product management with a strong foundation in observability, telemetry, data platforms, monitoring, or SRE / DevOps-driven products.
• Understanding of LLMs, embeddings, vector search, MCP tools, and AI inference workflows.
• Deep familiarity with logging, tracing, metrics, and event-based telemetry systems.
• Ability to define data schemas, signal taxonomies, aggregation strategies, and data contracts.
• Strong analytical skills and ability to derive insights from large-scale system telemetry.
• Experience working with senior engineering, data science, risk, and governance stakeholders.

Nice to have

• Exposure to financial data, analytics systems, and enterprise-scale data workflows.
• Familiarity with BI tools, metrics stores, distributed tracing, and monitoring stacks.
• Understanding of cloud infrastructure, serverless runtimes, API gateways, and model hosting architectures.

Culture & Benefits

• Be part of a dynamic global organisation of 25,000 people across 65 countries that values innovation, quality, and continuous improvement.
• hirify.global is an equal opportunities employer committed to valuing your individuality and enabling you to bring your true self to work.
• You will be part of a collaborative and creative culture where new ideas are encouraged.
• hirify.global offers a range of tailored benefits and support, including healthcare, retirement planning, paid volunteering days, and wellbeing initiatives.
• Committed to sustainability across its global business and partners with customers on their sustainability objectives.