Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Metadata skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Metadata over the 6 months to 1 July 2022 with a comparison to the same period in the previous 2 years.

Metadata
England > Yorkshire
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 233 217 180
Rank change year-on-year -16 -37 +107
Permanent jobs citing Metadata 66 25 13
As % of all permanent jobs advertised in Yorkshire 0.86% 0.43% 0.32%
As % of the Database & Business Intelligence category 4.01% 1.64% 1.24%
Number of salaries quoted 25 7 4
10th Percentile £41,503 £32,239 -
25th Percentile £52,500 £39,574 £35,428
Median annual salary (50th Percentile) £69,500 £52,500 £54,780
Median % change year-on-year +32.38% -4.16% +44.16%
75th Percentile £78,250 £65,000 £73,750
90th Percentile £78,550 £66,500 -
England median annual salary £72,000 £67,500 £62,605
% change year-on-year +6.67% +7.82% +6.56%

Metadata is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,645 1,529 1,051
As % of all permanent IT jobs advertised in Yorkshire 21.31% 26.45% 26.14%
Number of salaries quoted 992 1,243 926
10th Percentile £31,250 £30,000 £30,875
25th Percentile £40,000 £36,750 £35,063
Median annual salary (50th Percentile) £51,500 £47,500 £45,000
Median % change year-on-year +8.42% +5.56% +5.88%
75th Percentile £65,000 £60,000 £57,500
90th Percentile £80,000 £68,750 £65,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Metadata
Job Vacancy Trend in Yorkshire

Job postings citing Metadata as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Metadata in Yorkshire

Metadata
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Metadata in Yorkshire.

Salary trend for Metadata in Yorkshire

Metadata
Salary Histogram in Yorkshire

Salary distribution for jobs citing Metadata in Yorkshire over the 6 months to 1 July 2022.

Salary histogram for Metadata in Yorkshire

Metadata
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Metadata within the Yorkshire region over the 6 months to 1 July 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire -13 61 £69,500 +15.83% 1
North Yorkshire -18 2 £57,500 -
Metadata
England

For the 6 months to 1 July 2022, IT jobs citing Metadata also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Metadata.

1 39 (59.09%) Azure
2 24 (36.36%) Data Modelling
3 23 (34.85%) AWS
4 22 (33.33%) Analytics
5 21 (31.82%) Data Analytics
5 21 (31.82%) Microservices
6 20 (30.30%) Data Lake
6 20 (30.30%) Azure Data Factory
6 20 (30.30%) CI/CD
7 19 (28.79%) Data Pipeline
7 19 (28.79%) Python
8 18 (27.27%) ETL
8 18 (27.27%) Databricks
9 17 (25.76%) Serverless
9 17 (25.76%) Amazon ECS
9 17 (25.76%) Data Structures
9 17 (25.76%) AWS Lambda
9 17 (25.76%) Big Data
9 17 (25.76%) Node.js
9 17 (25.76%) Games
9 17 (25.76%) Agile
9 17 (25.76%) Retail
10 15 (22.73%) Software Engineering
10 15 (22.73%) Data Quality
10 15 (22.73%) DevOps
11 14 (21.21%) Infrastructure as Code
12 13 (19.70%) Kafka
12 13 (19.70%) Apache Spark
12 13 (19.70%) Hadoop
12 13 (19.70%) Data Integration

Metadata
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 13 (19.70%) Apache Spark
2 10 (15.15%) CMS
3 8 (12.12%) Confluence
4 7 (10.61%) Apache
5 5 (7.58%) SAS
6 2 (3.03%) Apache Pig
Applications
1 2 (3.03%) Adobe Premiere
1 2 (3.03%) MS Visio
2 1 (1.52%) AutoCAD
Business Applications
1 4 (6.06%) SAP MDM
Cloud Services
1 39 (59.09%) Azure
2 23 (34.85%) AWS
3 20 (30.30%) Azure Data Factory
4 17 (25.76%) Amazon ECS
4 17 (25.76%) AWS Lambda
4 17 (25.76%) Serverless
5 11 (16.67%) Azure Synapse Analytics
6 10 (15.15%) Amazon Kinesis
6 10 (15.15%) AWS CloudFormation
7 7 (10.61%) Amazon CloudWatch
7 7 (10.61%) Datadog
7 7 (10.61%) GCP
7 7 (10.61%) Logz.io
8 5 (7.58%) PaaS
9 4 (6.06%) Azure DevOps
10 3 (4.55%) Power Platform
11 1 (1.52%) Azure Cosmos DB
11 1 (1.52%) Google Play
11 1 (1.52%) SaaS
Communications & Networking
1 7 (10.61%) Firewall
1 7 (10.61%) HTTP
Database & Business Intelligence
1 20 (30.30%) Data Lake
2 17 (25.76%) Big Data
3 13 (19.70%) Hadoop
4 11 (16.67%) Data Warehouse
5 10 (15.15%) Amazon Aurora
5 10 (15.15%) DynamoDB
5 10 (15.15%) PostgreSQL
6 3 (4.55%) NoSQL
6 3 (4.55%) Power BI
7 2 (3.03%) Apache Cassandra
7 2 (3.03%) Apache Hive
7 2 (3.03%) Data Mart
7 2 (3.03%) Data Mining
7 2 (3.03%) Enterprise Data Warehouse
7 2 (3.03%) HBase
7 2 (3.03%) MongoDB
7 2 (3.03%) Redis
7 2 (3.03%) SQL Server Integration Services
7 2 (3.03%) SQL Server Reporting Services
8 1 (1.52%) Metadata Repository
Development Applications
1 12 (18.18%) JIRA
2 2 (3.03%) Atlassian Bamboo
2 2 (3.03%) Jenkins
General
1 17 (25.76%) Games
1 17 (25.76%) Retail
2 8 (12.12%) Social Skills
3 6 (9.09%) Analytical Skills
3 6 (9.09%) Presentation Skills
4 5 (7.58%) Pharmaceutical
5 3 (4.55%) Legal
5 3 (4.55%) Marketing
6 2 (3.03%) Telecoms
7 1 (1.52%) German Language
7 1 (1.52%) Italian Language
7 1 (1.52%) Law
7 1 (1.52%) Publishing
7 1 (1.52%) Spanish Language
Job Titles
1 11 (16.67%) Architect
1 11 (16.67%) Data Architect
1 11 (16.67%) Software Engineer
2 9 (13.64%) Data Engineer
3 7 (10.61%) Applications Specialist
3 7 (10.61%) Applications Support
3 7 (10.61%) Applications Support Specialist
3 7 (10.61%) Support Specialist
4 6 (9.09%) Cloud Engineer
5 5 (7.58%) Programmer
5 5 (7.58%) Statistical Programmer
6 4 (6.06%) Analyst
6 4 (6.06%) Data Analyst
6 4 (6.06%) Data Quality Analyst
6 4 (6.06%) Developer
6 4 (6.06%) Lead Cloud Engineer
6 4 (6.06%) Quality Analyst
6 4 (6.06%) Senior Software Engineer
6 4 (6.06%) Technical Leader
7 3 (4.55%) Azure Data Engineer
Libraries, Frameworks & Software Standards
1 17 (25.76%) Node.js
2 13 (19.70%) Kafka
3 11 (16.67%) PySpark
3 11 (16.67%) Spark Streaming
4 10 (15.15%) GraphQL
4 10 (15.15%) React
5 7 (10.61%) RESTful
6 5 (7.58%) XML
7 4 (6.06%) HTML
8 3 (4.55%) Spring
8 3 (4.55%) Spring Boot
9 1 (1.52%) Web Services
Miscellaneous
1 17 (25.76%) Data Structures
2 11 (16.67%) IoT
3 10 (15.15%) Media Streaming
4 7 (10.61%) Management Information System
5 6 (9.09%) Data Centre
5 6 (9.09%) Data Fabric
6 5 (7.58%) Life Science
7 4 (6.06%) NHS
7 4 (6.06%) Reference Data
8 2 (3.03%) Algorithms
8 2 (3.03%) BBC
9 1 (1.52%) Cloud Native
Operating Systems
1 7 (10.61%) Unix
2 2 (3.03%) Linux
3 1 (1.52%) Android
Processes & Methodologies
1 24 (36.36%) Data Modelling
2 22 (33.33%) Analytics
3 21 (31.82%) Data Analytics
3 21 (31.82%) Microservices
4 20 (30.30%) CI/CD
5 19 (28.79%) Data Pipeline
6 18 (27.27%) ETL
7 17 (25.76%) Agile
8 15 (22.73%) DevOps
8 15 (22.73%) Software Engineering
9 14 (21.21%) Infrastructure as Code
10 13 (19.70%) Data Integration
10 13 (19.70%) ITIL
10 13 (19.70%) Service Management
10 13 (19.70%) Test Automation
11 12 (18.18%) Data Management
11 12 (18.18%) Data Transformation
11 12 (18.18%) OO
11 12 (18.18%) Workload Management
12 11 (16.67%) Data Ingestion
Programming Languages
1 19 (28.79%) Python
2 13 (19.70%) SQL
3 12 (18.18%) JavaScript
4 10 (15.15%) TypeScript
5 6 (9.09%) Java
6 4 (6.06%) PL/1
7 3 (4.55%) Kotlin
7 3 (4.55%) Scala
8 1 (1.52%) R
Qualifications
1 1 (1.52%) Computer Science Degree
1 1 (1.52%) Degree
1 1 (1.52%) Master's Degree
1 1 (1.52%) TOGAF Certification
Quality Assurance & Compliance
1 15 (22.73%) Data Quality
2 5 (7.58%) CDISC
3 2 (3.03%) QA
4 1 (1.52%) Accessibility
System Software
1 10 (15.15%) Docker
2 2 (3.03%) Apache Flume
2 2 (3.03%) Apache ZooKeeper
Systems Management
1 10 (15.15%) Terraform
2 7 (10.61%) Nagios
Vendors
1 18 (27.27%) Databricks
2 9 (13.64%) Microsoft
3 8 (12.12%) Informatica
4 7 (10.61%) Dynatrace
4 7 (10.61%) New Relic
4 7 (10.61%) PagerDuty
5 6 (9.09%) Ab Initio
6 5 (7.58%) SAP
7 2 (3.03%) Hortonworks
7 2 (3.03%) Oracle
8 1 (1.52%) Apple
8 1 (1.52%) Google