Modern NHS Digital Workforce Navigator | Agile Health Informatics Ltd

15specialist roles

6capability families

2026/27England AfC comparator

220 dayscontract annualisation assumption

Executive judgement

Own the capabilities that preserve judgement and institutional memory.

The strongest model is not “permanent versus contractor”. It distinguishes enduring authority from temporary capacity.

Core position

Enterprise architecture, data architecture, data governance, clinical informatics, terminology, clinical safety and the accountable layer of AI and cyber architecture should normally be retained as substantive capability. These roles make decisions whose consequences outlive individual programmes.

Contractors are most useful for rapid mobilisation, a scarce technology, a migration, an assurance peak or a delivery surge. If a contractor leaves and the NHS can no longer explain why its architecture, models or controls look the way they do, contingent capacity has become capability debt.

Market reality

Architecture, AI, security and specialist data roles face the greatest recruitment pressure. In 2026 NHS England used Recruitment and Retention Premia on several senior architecture and AI roles, evidence that the public-sector pay framework does not always match the external market.

These are examples of labour-market pressure, not universal NHS pay rules.

Own

Enduring authority, architecture intent, safety responsibility, semantics and operational knowledge.

Blend

Substantive accountable leads plus contractors for transition, specialist depth and delivery peaks.

Buy temporarily

Bounded migrations, scarce product expertise and short-term surge capacity with explicit exit and knowledge transfer.

Workforce landscape

Recruitment difficulty × retention risk

Scores are professional judgements informed by NHS and external-market evidence, not vacancy statistics. Labels are shown only for the selected role so the plot remains legible.

Data & engineeringArchitectureAI & advanced analyticsPlatforms, cyber & operationsData governance & semanticsClinical informatics & assurance

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How to read the plotHorizontal: recruitment difficultyVertical: retention riskPoint size: value of continuity

Interactive catalogue

Define the capability before choosing the job title.

NHS job titles vary. The catalogue focuses on the capability and experience needed to exercise the role effectively.

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Capability family

Recruitment difficulty

Data & engineering

Data Engineer

Recruit 4/5Retain 4/5

Builds reliable data pipelines, data products and services linking operational systems, analytics and research environments.

Likely AfC: 7–8aEngland basic: £49,387–£64,750Market: £70,000Contract: £500/day

Role detail

Experience: 3–6 years; 6–10 for senior or lead work

Core skills: SQL, Python, orchestration, cloud data platforms, CI/CD, testing, observability and data modelling

Health-specific depth: NHS clinical and operational data, information governance, data quality, FHIR/HL7 awareness, terminology and metadata

Employment model: Own the core capability; use contractors for surge and specialist acceleration.

Data & engineering

Analytics Engineer

Recruit 4/5Retain 4/5

Creates reusable, tested analytical models and trusted data products between engineering and analytics.

Likely AfC: 7–8aEngland basic: £49,387–£64,750Market: £80,000Contract: £525/day

Role detail

Experience: 3–6 years with strong SQL, modelling and software-engineering practice

Core skills: SQL, dbt or equivalent, semantic modelling, version control, testing and BI integration

Health-specific depth: NHS measures and definitions, clinical coding, metadata, data quality and operational analytics

Employment model: Build a substantive core; contract for transition and uplift.

Architecture

Data Architect

Recruit 5/5Retain 5/5

Sets direction across data models, metadata, lifecycle, integration and data products.

Likely AfC: 8b–8cEngland basic: £66,582–£91,609Market: £85,000Contract: £625/day

Role detail

Experience: 7–12 years, including several years designing data across complex organisations

Core skills: enterprise data modelling, metadata, lifecycle, integration, architecture governance and data standards

Health-specific depth: health semantics, FHIR/HL7, openEHR/OMOP awareness, terminology, clinical and research data

Employment model: Own the authority; contract for bounded expertise.

Architecture

Enterprise Architect

Recruit 5/5Retain 4/5

Aligns strategy, capabilities, information, applications and technology across organisational and programme boundaries.

Likely AfC: 8b–8dEngland basic: £66,582–£108,814Market: £87,500Contract: £688/day

Role detail

Experience: 10–15+ years with cross-domain architecture and senior stakeholder experience

Core skills: enterprise architecture, capability modelling, roadmaps, governance, portfolio alignment and stakeholder influence

Health-specific depth: NHS operating model, clinical and information governance, interoperability, procurement and national/local architecture

Employment model: Substantive leadership with selective external challenge and programme augmentation.

Architecture

Solution Architect

Recruit 5/5Retain 4/5

Turns service needs into coherent designs across applications, cloud, integration, security and data.

Likely AfC: 8b–8cEngland basic: £66,582–£91,609Market: £85,175Contract: £625/day

Role detail

Experience: 7–12 years with substantial delivery and architecture experience

Core skills: solution design, cloud, APIs, integration, non-functional requirements and architecture governance

Health-specific depth: clinical safety awareness, NHS interoperability, identity, information governance and supplier ecosystems

Employment model: Blend a substantive architecture community with programme contractors.

Architecture

Integration / Interoperability Architect

Recruit 4/5Retain 4/5

Designs integration patterns across APIs, messaging, events, identity, terminology and healthcare standards.

Likely AfC: 8b–8cEngland basic: £66,582–£91,609Market: £85,000Contract: £605/day

Role detail

Experience: 7–12 years, ideally with enterprise integration plus healthcare interoperability

Core skills: API and event architecture, integration platforms, messaging, identity, interface contracts and observability

Health-specific depth: FHIR, HL7 v2, DICOM/IHE awareness, terminology and NHS national services where relevant

Employment model: Own integration principles and standards; augment delivery with contractors.

AI & advanced analytics

AI Architect

Recruit 5/5Retain 5/5

Defines AI and GenAI architecture, model lifecycle, data access, evaluation, safety controls, MLOps and integration.

Likely AfC: 8c–9England basic: £79,504–£129,783Market: £95,000Contract: £600/day

Role detail

Experience: 8–15 years overall technology experience with deep AI/ML delivery, architecture and governance

Core skills: AI/ML architecture, LLMs, RAG, MLOps, cloud AI services, evaluation, observability and security

Health-specific depth: clinical safety, health data governance, AI assurance, medical-device boundary, clinical workflows and interoperability

Employment model: Permanent accountable AI architect with a rotating specialist bench.

AI & advanced analytics

Machine Learning / MLOps Engineer

Recruit 5/5Retain 5/5

Turns models into reliable production services through deployment, monitoring, testing and reproducible operations.

Likely AfC: 8a–8bEngland basic: £57,528–£77,368Market: £70,000Contract: £548/day

Role detail

Experience: 4–8 years with production software or data engineering plus ML/MLOps

Core skills: Python, ML frameworks, MLOps, CI/CD, model monitoring, cloud and software engineering

Health-specific depth: clinical data, model assurance, privacy, bias/performance monitoring and clinical safety escalation

Employment model: Blend, moving towards substantive ownership as AI becomes operational.

AI & advanced analytics

Data Scientist

Recruit 4/5Retain 4/5

Applies statistical, machine-learning and experimental methods to clinical, operational and population-health questions.

Likely AfC: 7–8bEngland basic: £49,387–£77,368Market: £80,000Contract: £563/day

Role detail

Experience: 3–8 years; senior roles often need postgraduate-level statistical or computational depth

Core skills: statistics, Python/R, machine learning, experimental design, visualisation and reproducibility

Health-specific depth: clinical interpretation, health inequalities, information governance, causal caution and research governance

Employment model: Substantive core with specialist external support.

Platforms, cyber & operations

Platform / Cloud Engineer

Recruit 4/5Retain 4/5

Builds and operates cloud, platform, automation and developer capabilities for secure repeatable delivery.

Likely AfC: 7–8bEngland basic: £49,387–£77,368Market: £80,000Contract: £538/day

Role detail

Experience: 4–8 years depending on engineering depth and operational accountability

Core skills: Azure/AWS/GCP, IaC, containers, CI/CD, observability, SRE/DevOps and networking

Health-specific depth: NHS security controls, information governance, clinical-service resilience and supplier integration

Employment model: Substantive platform team with time-limited specialist augmentation.

Platforms, cyber & operations

Security Architect

Recruit 5/5Retain 5/5

Defines security architecture, threat controls and secure design across applications, data, infrastructure and cloud.

Likely AfC: 8b–8cEngland basic: £66,582–£91,609Market: £86,000Contract: £625/day

Role detail

Experience: 7–12 years, often with security engineering plus architecture experience

Core skills: security architecture, threat modelling, IAM, cloud security, zero trust, risk assessment and secure-by-design

Health-specific depth: NHS cyber assurance, DSPT/CAF awareness, clinical-risk interfaces, health confidentiality and supplier assurance

Employment model: Own security authority; buy specialist depth selectively.

Data governance & semantics

Data Governance & Metadata Lead

Recruit 3/5Retain 3/5

Defines data ownership, stewardship, quality, metadata, policy and decision rights across the lifecycle.

Likely AfC: 8a–8bEngland basic: £57,528–£77,368Market: £71,000Contract: £546/day

Role detail

Experience: 5–10 years, ideally combining governance practice with enough technical depth to influence delivery

Core skills: data governance, metadata, quality, policy, stewardship, lifecycle and facilitation

Health-specific depth: clinical accountability, records/IG interfaces, data standards, terminology and research governance

Employment model: Own governance; contract for setup and independent review.

Clinical informatics & assurance

Clinical Informatician / Clinical Data Lead

Recruit 4/5Retain 3/5

Bridges clinical practice, information, workflow and digital design so technology reflects care.

Likely AfC: 8a–8c*England basic: £57,528–£91,609Market: No robust benchmarkContract: No robust benchmark

Role detail

Experience: Typically 5–10+ years of clinical/informatics experience; may sit on clinical rather than AfC pay scales

Core skills: clinical informatics, workflow analysis, requirements, clinical modelling, stakeholder facilitation and change

Health-specific depth: clinical practice, patient safety, terminology, EPR workflows, clinical governance and interoperability

Employment model: Substantive by default; use interims for transformation peaks.

Clinical informatics & assurance

Terminology & Information Standards Specialist

Recruit 5/5Retain 3/5

Manages clinical terminology, value sets, information definitions, standards interpretation and semantic conformance.

Likely AfC: 7–8aEngland basic: £49,387–£64,750Market: No robust benchmarkContract: No robust benchmark

Role detail

Experience: 5–8 years, usually with specialist terminology, coding, modelling or interoperability experience

Core skills: terminology services, information modelling, value sets, conformance, metadata and standards governance

Health-specific depth: SNOMED CT, dm+d, FHIR bindings, clinical coding, UK information standards and semantic interoperability

Employment model: Own the semantic authority; use specialists for migration and uplift.

Clinical informatics & assurance

Clinical Safety Officer / Digital Clinical Safety Specialist

Recruit 4/5Retain 3/5

Leads clinical risk management for health IT, ensuring hazards, controls, safety cases and operational changes are governed.

Likely AfC: 8a–8c*England basic: £57,528–£91,609Market: No robust benchmarkContract: No robust benchmark

Role detail

Experience: Usually 5–10+ years combining clinical, safety and digital experience

Core skills: hazard management, safety cases, risk controls, assurance, incident learning and change control

Health-specific depth: DCB0129/DCB0160, clinical workflow, patient safety, medical-device interfaces and AI assurance

Employment model: Substantive accountable CSO capability plus external assurance where useful.

Workforce decision aid

Start with the problem and the duration of accountability.

The recommendation separates the role required from the employment model used to acquire it.

Primary need

Expected duration

Mobilisation

Institutional knowledge value

Substantive versus contract

Compare cost, continuity and scarcity rather than day rate alone.

The cost tool annualises contractor rates at 220 days and uses an adjustable substantive on-cost assumption.

Role

Duration (months)

Illustrative substantive on-cost (%)

Use local finance assumptions for a real business case.

Comparison

AfC midpoint—

Illustrative substantive—

Contract—

Model	Best when	Strength	Primary risk	Control
Substantive	Capability is enduring and carries organisational authority	Continuity, accountability and institutional memory	Slow recruitment; pay may lag market	Correct banding, RRP where justified, technical career paths
Fixed-term	Transformation has a defined multi-year horizon	Closer organisational alignment than contracting	May still struggle against permanent/contract offers	Clear proposition, duration and conversion/exit plan
Contractor	Scarce skill, urgent mobilisation, migration or capacity peak	Speed and specialist depth	Cost, churn, knowledge loss and dependency	Named substantive owner, documentation and knowledge-transfer exit criteria
Managed service	Service is measurable and sufficiently commoditised	Scale and supplier accountability	Loss of architecture or semantic control	Retain design authority, standards, metadata and exit capability internally

Workforce anti-patterns

Capability debt appears after the programme has moved on.

These patterns should be treated as design risks in workforce planning.

Architects by the projectEvery programme hires architects, but nobody owns architecture between programmes.

Contractor transformation logicCritical mappings and pipelines are understood mainly by people whose contracts end at go-live.

AI without MLOpsModels are piloted without durable ownership for deployment, monitoring, evaluation and retirement.

Governance as a documentA framework is delivered without substantive stewardship and decision rights.

Under-banded scarce rolesInternal grading does not reflect the experience required or the external labour market.

Supplier as semantic memoryThe organisation owns the data but another party remains the only one that understands its models and mappings.

Evidence and assumptions

How to interpret the figures.

Salary and rate figures are benchmarks, not recommended pay rates.

SRC-01

NHS Employers: Agenda for Change pay scales 2026/27

England basic pay benchmark from 1 April 2026. Devolved-nation pay scales differ.

SRC-02

Government Digital and Data Profession Capability Framework

Role and skills reference for data engineering, architecture, data science and machine learning.

SRC-03

Contemporary NHS England recruitment

Examples of Recruitment and Retention Premia for senior solution architecture, data architecture and AI architecture roles in 2026.

SRC-04

IT Jobs Watch, September 2026

UK salary and contract-rate benchmarks for comparable private-sector digital roles where a meaningful comparator exists.

Important limitation. AfC ranges use England 2026/27 as a consistent comparator. Market medians aggregate sectors and may contain roles with different scope. Actual NHS banding must be determined through job evaluation.