role	role_level	band	skill	skill_source	pcf_reference	esco_reference	expected_level	expected_level_number	expected_level_description	self_rating	manager_rating	gap	evidence	development_action
Data architect	Senior data architect	8b	Communicating between the technical and non-technical	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/c32ad607-0c4d-4e34-b73f-668298f7bf13	practitioner	3	You can: - listen to and interpret the needs of technical and non-technical stakeholders, and manage their expectations - manage active and reactive communication - support or host difficult discussions within the team or with diverse senior stakeholders					
Data architect	Senior data architect	8b	Communicating data	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/c32ad607-0c4d-4e34-b73f-668298f7bf13; http://data.europa.eu/esco/skill/c3e36d05-8ae8-447f-bb2b-6f9409f85389	working	2	You can: - understand the appropriate media to communicate findings - shape communications for the audience					
Data architect	Senior data architect	8b	Data analysis and synthesis	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/2b92a5b2-6758-4ee3-9fb4-b6387a55cc8f; http://data.europa.eu/esco/skill/f715be1d-5fc4-49d3-82a5-0b8090d12849	working	2	You can: - undertake data profiling and source system analysis - present clear insights to colleagues to support the end use of the data					
Data architect	Senior data architect	8b	Data governance (data architect)	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/9a0d0abc-010d-440b-8242-7e31510471ba; http://data.europa.eu/esco/skill/54c9c155-9293-4329-8ed2-2e76e8b519d4; http://data.europa.eu/esco/skill/cb5cccc9-abe4-4b11-abe6-d27e5cd85fb1	practitioner	3	You can: - evolve and define data governance - take responsibility for supporting and collaborating around wider governance - assure and integrate data services to meet the needs of multiple business services - work proactively to ensure the organisation designs architecture that considers data					
Data architect	Senior data architect	8b	Data innovation	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/8327754d-3990-4056-b07e-4faa49cfcd26; http://data.europa.eu/esco/skill/42cb7669-c371-4903-9c0b-13db67b2e4bb	working	2	You can: - experiment with unfamiliar and emerging technologies, or familiar technologies in new data contexts, with guidance - share what you learn with the team, explaining potential benefits, risks, and practical considerations - identify opportunities to apply technology to improve data processes or outcomes in an operational setting or the wider organisation					
Data architect	Senior data architect	8b	Data modelling	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/fbafa41f-cd05-4109-a649-8b44d306d779; http://data.europa.eu/esco/skill/fecf8a0d-62c4-4e71-9b03-0f4fc2ad7bf5	practitioner	3	You can: - produce relevant data models across multiple subject areas - explain which models to use for which purpose - understand industry-recognised data modelling patterns and standards, and when to apply them - compare and align different data models					
Data architect	Senior data architect	8b	Data standards	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/cb5cccc9-abe4-4b11-abe6-d27e5cd85fb1; http://data.europa.eu/esco/skill/1b3fc0e0-c6f9-45fc-9c6e-14bbba662979	practitioner	3	You can: - create data standards for different subjects and ensure senior leaders understand them - work with subject matter experts across the organisation to introduce data standards best practice - monitor compliance with policies and standards in the organisation - make recommendations about how the organisation should resolve breaches of standards					
Data architect	Senior data architect	8b	Metadata management	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/9710092c-f174-4e84-95bf-2064d39ad7a0; http://data.europa.eu/esco/skill/03ff0d53-573a-47a0-a0ad-1995815a4339	practitioner	3	You can: - design an appropriate metadata repository - suggest changes to improve current metadata repositories - understand a range of tools for storing and working with metadata - advise less experienced members of the team about metadata management					
Data architect	Senior data architect	8b	Problem management	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/a3ce2bf7-5562-4639-9b52-fdb4850a3904; http://data.europa.eu/esco/skill/55514865-3066-4abd-86a9-dbe45a440882	practitioner	3	You can: - ensure that the right actions are taken to investigate, resolve and anticipate problems - co-ordinate the team to investigate problems, implement solutions and take preventive measures					
Data architect	Senior data architect	8b	Strategic thinking	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/6c870993-9341-438b-91c0-c7fe4f96d8f5; http://data.europa.eu/esco/skill/949ced5f-7536-4614-ac60-563ffc91a2f2	working	2	You can: - work within a strategic context and communicate how activities meet strategic goals - contribute to the development of strategy and policies					
Data architect	Senior data architect	8b	Turning business problems into data design	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/07e51c60-763a-4335-b4ec-70a15f66d328; http://data.europa.eu/esco/skill/fbafa41f-cd05-4109-a649-8b44d306d779; http://data.europa.eu/esco/skill/b04f377b-ee80-4b38-aca1-19d266a23b17	practitioner	3	You can: - design data architecture that deals with problems spanning different business areas - identify links between problems to devise common solutions - work across multiple subject areas, or a single large or complicated subject area - produce appropriate patterns					
Data architect	Senior data architect	8b	Understanding health and care services	this reference		http://data.europa.eu/esco/skill/9b63d92b-5a3a-46b0-b2ba-c98b39ea5aaf; http://data.europa.eu/esco/skill/6c252ea9-e7df-4f82-8035-7d7ee742ff0e	practitioner	3	You can: - analyse how a service fits into care pathways across organisations - work with clinicians, care staff, and patients to shape digital services - explain the effect of digital decisions on care, safety, and staff workload 					
Data architect	Senior data architect	8b	Clinical terminology and classification	this reference		http://data.europa.eu/esco/skill/2806260f-6399-4add-8f11-070141423f9d; http://data.europa.eu/esco/skill/49812c2d-3a36-4be8-bd41-8c0be3db7c6d	practitioner	3	You can: - design data models and reference sets using clinical terminologies - map between terminologies and classifications, and explain the limits of a mapping - advise teams on terminology use in products and analytics 					
Data architect	Senior data architect	8b	Health data interoperability	this reference		http://data.europa.eu/esco/skill/4f5c1208-62fd-4e5a-a51e-306c06947e11; http://data.europa.eu/esco/skill/d70701ca-d3be-44cb-963e-8e7142555144	practitioner	3	You can: - design and build integrations using FHIR, HL7 version 2, and messaging patterns - write and profile FHIR resources and implementation guides - resolve complex mapping and data quality issues between systems 					
Data architect	Senior data architect	8b	Information governance and data protection	this reference		http://data.europa.eu/esco/skill/a4346013-a967-4a58-a533-6b32ad1364c5; http://data.europa.eu/esco/skill/51ece34f-c24e-4183-9bf4-9b6f28748aec; http://data.europa.eu/esco/skill/097c6a36-f031-4d3e-b5c1-62d6ffcb430b	practitioner	3	You can: - lead data protection impact assessments and information sharing agreements - advise teams on lawful basis, consent, confidentiality, and retention - investigate incidents and recommend improvements 					
Data architect	Senior data architect	8b	Data quality management	this reference		http://data.europa.eu/esco/skill/713fb616-118e-40bc-9366-4a69879a49d5; http://data.europa.eu/esco/skill/54c9c155-9293-4329-8ed2-2e76e8b519d4; http://data.europa.eu/esco/skill/cc7370dd-69fa-4c67-a96f-d4d135d38700	practitioner	3	You can: - define data quality rules and measures - work with data providers to fix the root causes of poor quality 					
Data architect	Senior data architect	8b	Clinical risk management	this reference		http://data.europa.eu/esco/skill/47d491a9-f7c0-4b13-a10f-983d3aa0113e; http://data.europa.eu/esco/skill/4913d0c0-133a-4c46-aac3-f5d4989a982e	working	2	You can: - take part in hazard workshops and contribute to a hazard log - follow the clinical risk management process for your work - provide evidence for a clinical safety case, such as test results 					
Data architect	Senior data architect	8b	People management	this reference		http://data.europa.eu/esco/skill/339ac029-066a-4985-9f9d-b3d7c8fea0bb; http://data.europa.eu/esco/skill/add39442-b8ca-4412-8156-391db53b0c5d	working	2	You can: - supervise day-to-day work and give feedback - take part in recruitment and induction - hold regular one-to-one conversations