The scoreboard, honestly: the hard targets, how often each one is actually looked at,
and the quiet human signals that never make it onto a dashboard.
Data Platform Total Cost of Ownership (TCO)
The overall cost of running and maintaining our healthcare data platform, including cloud spend, licensing, and operational overhead.
Target · Reduce TCO by 10-15% year-on-year, while increasing capabilities.Through strategic vendor renegotiations and optimising cloud resource allocation, you cut platform spend by £2M in Q3, exceeding the target by £500K.
Business Value Enabled by Data Products
The quantifiable financial impact (cost savings, revenue generation, risk reduction) directly attributable to new data products or platform capabilities you've delivered.
Target · Enable >£5M in measurable business value annually.A new population health analytics platform, driven by your team, identified £7M in potential cost savings for chronic disease management programmes in the first 12 months.
Data Maturity Score Improvement
Our internal assessment of data governance, quality, accessibility, and strategic use across the organisation, often benchmarked against industry models (e.g., Gartner's Data & Analytics Maturity Model).
Target · Increase our data maturity score by at least one full level (e.g., from Level 3 to Level 4) within 24 months.After 18 months, our internal audit shows improvements across data governance and accessibility, moving us from a 'Defined' to a 'Managed' data maturity level.
Critical Data Pipeline Uptime & Latency
The availability and timeliness of our most critical data feeds, especially those impacting clinical decisions or regulatory reporting.
Target · Maintain 99.9% uptime for Tier 1 pipelines; reduce average latency for real-time feeds by 20%.Despite a major EHR upgrade, your team maintained 100% uptime for patient admission data feeds, ensuring no disruption to downstream clinical systems.
Strategic Influence & Thought Leadership
Your ability to shape the organisation's overall data strategy, influence executive decisions, and represent us as a leader in healthcare data.
- Regularly invited to C-suite strategy sessions
- sought out for advice on critical business initiatives
- presents at industry conferences or publishes thought leadership pieces
- recognised as a go-to expert for complex data challenges.
Team Leadership & Organisational Health
The effectiveness of your leadership in building, motivating, and retaining a high-performing data engineering organisation.
- High employee engagement scores (80%+)
- low voluntary attrition (<10%)
- strong talent pipeline with clear succession plans
- managers within your organisation are developing and promoting their own teams
- positive feedback from skip-level reports on mentorship and career development.
Regulatory Compliance & Risk Management
The robustness of our data platform's adherence to all relevant healthcare regulations (HIPAA, GDPR, etc.) and your proactive management of data-related risks.
- Zero critical findings in data-related audits
- proactive identification and mitigation of potential compliance gaps
- clear, well-communicated data governance policies
- effective incident response plans for data breaches.
Cross-Functional Collaboration & Partnership
How well your teams work with other departments (e.g., Product, Clinical, IT Operations) to deliver integrated solutions and drive shared objectives.
- Positive feedback from peer VPs and Directors
- joint initiatives with clear shared ownership and success
- your teams are seen as enablers, not bottlenecks
- successful resolution of inter-departmental data disputes.