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 analyst	Associate data analyst	5	Applying statistical and analytical tools and techniques	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/382c11ed-20d5-4ae7-b60e-15fec527fa6c; http://data.europa.eu/esco/skill/c95c29fe-3971-46b7-80e9-1f7e75ba99b3	awareness	1	You can: - support the development of statistical and analytical insights and reports under supervision - explain the benefits of basic statistical and analytical techniques - explain the value of quality assurance and best practices in developing statistical and analytical outputs					
Data analyst	Associate data analyst	5	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	awareness	1	You can: - explain why it's important to communicate technical concepts in non-technical language - explain the types of communication that can be used with internal and external stakeholders, and their impact					
Data analyst	Associate data analyst	5	Data ethics and privacy	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/e9575f7f-053a-439e-8074-f93df3334e92; http://data.europa.eu/esco/skill/33a82b83-c838-4889-ae62-fae1317481eb; http://data.europa.eu/esco/skill/71717c33-dd63-4acf-b052-a5fd5d9fc490	awareness	1	You can: - explain the importance of using data ethics and privacy in your work - identify appropriate channels to discuss ethical issues, with support					
Data analyst	Associate data analyst	5	Data management	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/9ff9db9d-d14b-426e-83f3-e7449af6c79f; http://data.europa.eu/esco/skill/03a74eee-2dc6-4147-8667-5cdeb65f122d; http://data.europa.eu/esco/skill/f2fdd2db-8755-4540-8af8-b46f2c0de95f	awareness	1	You can: - explain the importance of data governance policies - explain how data management tools, procedures and methods relate to a specific project					
Data analyst	Associate data analyst	5	Data preparation and linkage	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/1b70a55d-b8a4-49fc-96c6-15ab4cff2522; http://data.europa.eu/esco/skill/50b100ea-74fd-4706-99db-3e4ca55e51b8; http://data.europa.eu/esco/skill/46ec0033-3c71-415e-bcff-b065675ba2dc	awareness	1	You can: - explain the importance of data models and their uses - identify appropriate channels in your organisation to learn about data modelling and quality standards - identify data quality issues and provide possible solutions to resolve them - prepare and cleanse data under supervision, contributing to making it fit for purpose					
Data analyst	Associate data analyst	5	Data visualisation	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/c3e36d05-8ae8-447f-bb2b-6f9409f85389; http://data.europa.eu/esco/skill/c0326e27-5fa8-4dca-aecb-ed89ab491513; http://data.europa.eu/esco/skill/65e58886-bd1e-4c5b-8ca5-8d9b353c8aa1	awareness	1	You can: - develop and use an appropriate data visualisation under supervision to tell a meaningful story that is relevant to set goals - explain the value of sharing a story effectively - explain why it's important to develop inclusive, accessible data visualisations that recognise different user needs					
Data analyst	Associate data analyst	5	Delivering business impact through data	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/be20d05c-f6b4-4580-9fcf-f00f4baab562; http://data.europa.eu/esco/skill/ee7f90cc-922e-4da7-a7ae-83c2688fed10	awareness	1	You can: - explain why it's important to understand the organisation's priorities - contribute to the development of data products to deliver business impact - explain how to align data and analysis to meet business requirements					
Data analyst	Associate data analyst	5	Developing code for analysis	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/f9670490-8aa4-4540-b121-d440a8294aab; http://data.europa.eu/esco/skill/51586df8-1c46-4b47-8583-773cb63bf00b; http://data.europa.eu/esco/skill/ccd0a1d9-afda-43d9-b901-96344886e14d	awareness	1	You can: - explain the importance of coding for analysis - explain the value of maintaining analytical approach documentation - design an analytical approach with support, for example, writing simple code					
Data analyst	Associate data analyst	5	Managing a data project	UK GDaD PCF	https://understand-digital-data-roles-skills.service.gov.uk/skills/	http://data.europa.eu/esco/skill/3c76296d-4bbd-44ba-8eaa-95bf275f79b7; http://data.europa.eu/esco/skill/cd5efa8c-e44d-4cbc-91c6-796018dbed68	awareness	1	You can: - understand a problem statement and explain the intended outcome of a data project - explain the importance of data in solving a problem - explain why it's important to adapt your ways of working to deliver different project outcomes and requirements					
Data analyst	Associate data analyst	5	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	awareness	1	You can: - describe the main parts of the health and care system and the services the organisation supports - explain why patient safety and confidentiality matter in your work 					
Data analyst	Associate data analyst	5	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	working	2	You can: - apply data protection principles to your work - contribute to data protection impact assessments - handle information requests and records correctly 					
Data analyst	Associate data analyst	5	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	working	2	You can: - run data quality checks and correct errors - explain data quality reports to colleagues 					
Data analyst	Associate data analyst	5	Pseudonymisation and disclosure control	this reference		http://data.europa.eu/esco/skill/71717c33-dd63-4acf-b052-a5fd5d9fc490; http://data.europa.eu/esco/skill/33a82b83-c838-4889-ae62-fae1317481eb	awareness	1	You can: - explain the difference between identifiable, pseudonymised, and anonymised data - follow the organisation's rules for suppressing small numbers in outputs 					
Data analyst	Associate data analyst	5	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	awareness	1	You can: - explain the difference between a clinical terminology and a classification - recognise common terminologies such as SNOMED CT and ICD