Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
North West > Cheshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 159 137 178
Rank change year-on-year -22 +41 +17
Permanent jobs citing Data Architecture 16 7 11
As % of all permanent IT jobs advertised in Cheshire 0.53% 0.31% 0.34%
As % of the Processes & Methodologies category 0.59% 0.35% 0.38%
Number of salaries quoted 9 6 11
Cheshire median annual salary £65,000 £59,600 £55,000
Median salary % change year-on-year +9.06% +8.36% -
North West median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - -

Data Architecture is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2692 1985 2902
As % of all permanent IT jobs advertised in Cheshire 88.64% 87.37% 88.39%
Number of salaries quoted 2034 1688 2449
Cheshire median annual salary £44,000 £37,500 £40,000
Median salary % change year-on-year +17.33% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £64,850 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Data Architecture
Job Vacancy Trend in Cheshire

Job postings citing Data Architecture as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Data Architecture in Cheshire

Data Architecture
Salary Trend in Cheshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architecture in Cheshire.

Salary trend for Data Architecture in Cheshire

Data Architecture
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Architecture in Cheshire over the 6 months to 17 November 2017.

Salary histogram for Data Architecture in Cheshire

Data Architecture
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Cheshire region over the 6 months to 17 November 2017. 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
Job
Vacancies
Wilmslow +12 3 £65,000 +2.60%
Chester -4 1 £50,000 -13.04%
Knutsford -44 1 - -
Crewe - 1 £77,500 -
Data Architecture
North West

For the 6 months to 17 November 2017, IT jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cheshire region with a requirement for Data Architecture.

1 10 (62.50%) Finance
2 7 (43.75%) Data Quality
3 6 (37.50%) Data Analysis
4 5 (31.25%) Business Intelligence
4 5 (31.25%) CRM
4 5 (31.25%) Data Modelling
4 5 (31.25%) Data Management
4 5 (31.25%) Data Governance
5 4 (25.00%) Information Architecture
5 4 (25.00%) Microsoft
5 4 (25.00%) Management Information System
6 3 (18.75%) Migration
6 3 (18.75%) ERP
6 3 (18.75%) TOGAF
6 3 (18.75%) Banking
6 3 (18.75%) Metadata Management
6 3 (18.75%) Analytical Skills
6 3 (18.75%) Dynamics 365
7 2 (12.50%) SDLC
7 2 (12.50%) Modular Programming
7 2 (12.50%) Translating Business Requirements
7 2 (12.50%) Coaching
7 2 (12.50%) NoSQL
7 2 (12.50%) Root Cause Analysis
7 2 (12.50%) Big Data
7 2 (12.50%) Hadoop
7 2 (12.50%) Content Management
7 2 (12.50%) Web Development
7 2 (12.50%) Kanban
7 2 (12.50%) Reference Data

Data Architecture
Co-occurring IT Skills in Cheshire 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 1 (6.25%) Apache Pig
1 1 (6.25%) Apache Spark
Applications
1 2 (12.50%) Microsoft PowerPoint
2 1 (6.25%) Microsoft Office
Business Applications
1 2 (12.50%) Dynamics AX
1 2 (12.50%) Dynamics CRM
Cloud Services
1 3 (18.75%) Dynamics 365
2 1 (6.25%) Amazon AWS
Database & Business Intelligence
1 2 (12.50%) Big Data
1 2 (12.50%) Hadoop
1 2 (12.50%) NoSQL
2 1 (6.25%) Amazon DynamoDB
2 1 (6.25%) Apache Hive
2 1 (6.25%) HBase
2 1 (6.25%) Impala
2 1 (6.25%) Power BI
2 1 (6.25%) Relational Database
2 1 (6.25%) Spark SQL
Development Applications
1 1 (6.25%) Talend Open Studio
General
1 10 (62.50%) Finance
2 3 (18.75%) Banking
3 1 (6.25%) Marketing
Job Titles
1 6 (37.50%) Architect
1 6 (37.50%) Data Architect
2 3 (18.75%) Analyst
2 3 (18.75%) Enterprise Data Architect
2 3 (18.75%) Solutions Architect
3 2 (12.50%) Data Analyst
3 2 (12.50%) Enterprise Architect
3 2 (12.50%) Governance Analyst
3 2 (12.50%) Senior Analyst
4 1 (6.25%) Business Analyst
4 1 (6.25%) Data Business Analyst
4 1 (6.25%) Data Engineer
4 1 (6.25%) Data Modeller
4 1 (6.25%) Developer
4 1 (6.25%) Lead Architect
4 1 (6.25%) Lead Data Architect
4 1 (6.25%) Lead Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) Django
1 1 (6.25%) Kafka
Miscellaneous
1 4 (25.00%) Management Information System
2 3 (18.75%) Analytical Skills
3 2 (12.50%) Reference Data
4 1 (6.25%) Data Structures
4 1 (6.25%) Mainframe
Processes & Methodologies
1 6 (37.50%) Data Analysis
2 5 (31.25%) Business Intelligence
2 5 (31.25%) CRM
2 5 (31.25%) Data Governance
2 5 (31.25%) Data Management
2 5 (31.25%) Data Modelling
3 4 (25.00%) Information Architecture
4 3 (18.75%) ERP
4 3 (18.75%) Metadata Management
4 3 (18.75%) Migration
4 3 (18.75%) TOGAF
5 2 (12.50%) Agile Software Development
5 2 (12.50%) Change Management
5 2 (12.50%) Coaching
5 2 (12.50%) Content Management
5 2 (12.50%) Information Security
5 2 (12.50%) Modular Programming
5 2 (12.50%) Scrum
5 2 (12.50%) SDLC
5 2 (12.50%) Translating Business Requirements
Programming Languages
1 1 (6.25%) PHP
1 1 (6.25%) Python
1 1 (6.25%) SQL
Quality Assurance & Compliance
1 7 (43.75%) Data Quality
System Software
1 1 (6.25%) HDFS
Vendors
1 4 (25.00%) Microsoft
2 1 (6.25%) Cloudera
2 1 (6.25%) Talend