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	Chief data architect	8c	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	Chief data architect	8c	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	practitioner	3	You can: - turn complex data into clear and well understood solutions, which can be acted upon - share data communication skills with the team and organisation - understand and communicate different options, taking into account risks and uncertainties					
Data architect	Chief data architect	8c	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	Chief data architect	8c	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	expert	4	You can: - ensure data governance supports changes to the organisational strategy - align data governance with wider governance (for example, budget) - assure corporate services by understanding important risks and providing mitigation through assurance mechanisms					
Data architect	Chief data architect	8c	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	practitioner	3	You can: - test and evaluate the feasibility of unfamiliar and emerging technologies, or familiar technologies in new data contexts - share what you learn with the organisation, explaining potential benefits, risks, and practical considerations - recommend, design and implement innovative data solutions based on organisation objectives, user needs, and operational constraints					
Data architect	Chief data architect	8c	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	expert	4	You can: - understand the concepts and principles of data modelling and can produce relevant data models - work across government and industry, recognising opportunities for the reuse and alignment of data models in different organisations - design the method to categorise data models within an organisation					
Data architect	Chief data architect	8c	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	expert	4	You can: - create data standards for the organisation - advocate for, and oversee compliance with, data policies and standards - decide where standards need to be set across the organisation, and how to set them in the wider context of government					
Data architect	Chief data architect	8c	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	expert	4	You can: - identify how metadata repositories can support different areas of the organisation - communicate the value of metadata repositories - set up robust governance processes to keep repositories up to date					
Data architect	Chief data architect	8c	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	expert	4	You can: - anticipate problems and defend against them at the right time - understand how a problem fits into the larger picture - identify and describe problems, and help others to describe them - build problem-solving capabilities in others					
Data architect	Chief data architect	8c	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	practitioner	3	You can: - define strategies and policies, providing guidance to others on working in the strategic context - evaluate current strategies to ensure business requirements are being met and exceeded where possible					
Data architect	Chief data architect	8c	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	expert	4	You can: - design data architecture that deals with problems across the enterprise - work across all organisational subject areas and internal and external programmes					
Data architect	Chief data architect	8c	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	expert	4	You can: - shape organisational strategy using a deep understanding of the health and care system - represent the organisation with health and care partners and leaders - anticipate how policy and service changes will affect digital services and care 					
Data architect	Chief data architect	8c	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	Chief data architect	8c	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	expert	4	You can: - set interoperability standards and strategy for the organisation - lead national or cross-organisation standards work - assure the design of critical integrations across many systems 					
Data architect	Chief data architect	8c	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	expert	4	You can: - set information governance policy and strategy - advise the board on information risk and compliance - represent the organisation with regulators and partners 					
Data architect	Chief data architect	8c	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	Chief data architect	8c	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	practitioner	3	You can: - lead hazard identification and risk assessment for a product or change - write and maintain hazard logs and clinical safety case reports - agree risk controls with product teams and check that they work - advise teams on applying clinical risk management standards 					
Data architect	Chief data architect	8c	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	practitioner	3	You can: - line manage a team, setting objectives and running appraisals - support wellbeing and manage attendance, performance, and conduct - plan the team's development and succession