The following table provides summary statistics for permanent job vacancies advertised in the North West 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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England / North West
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 239 218 215
Rank change year-on-year -21 -3  
Permanent jobs citing Data Architecture 39 20 31
As % of all permanent IT jobs advertised in the North West 0.57% 0.36% 0.49%
As % of the Processes & Methodologies category 0.64% 0.40% 0.54%
Number of salaries quoted 25 16 26
Median salary £57,500 £62,500 £59,250
Median salary % change year-on-year -8.00% +5.48%  
90% offered a salary of more than £32,500 £53,750 £39,000
10% offered a salary of more than £80,000 £66,350 £75,000
UK excluding London median salary £57,000 £57,500 £55,000
% change year-on-year -0.86% +4.54%  

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6140 4966 5717
As % of all permanent IT job vacancies advertised in the North West 89.86% 88.27% 89.71%
Number of salaries quoted 4970 4189 4652
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.52% +6.25%  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture in the North West

Data Architecture
Salary Trend in the North West

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

Salary trend for Data Architecture in the North West

Data Architecture
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Architecture in the North West over the 3 months to 23 June 2017.

Salary histogram for Data Architecture in the North West

Data Architecture
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the North West region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -7 15 £57,500 +4.54% 2
Cheshire -18 14 £80,000 +39.13%
Lancashire +3 9 £37,500 -40.00%
Merseyside -6 1 £52,500 -
Data Architecture
England

For the 6 months to 23 June 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 North West region with a requirement for Data Architecture.

1 44 (51.76%) SQL
2 37 (43.53%) Data Modelling
3 30 (35.29%) Business Intelligence
3 30 (35.29%) Finance
4 29 (34.12%) SQL Server
5 27 (31.76%) Data Warehouse
6 24 (28.24%) Degree
7 23 (27.06%) Big Data
7 23 (27.06%) Analytics
8 22 (25.88%) Oracle
9 21 (24.71%) Microsoft
10 20 (23.53%) ETL
11 17 (20.00%) Agile Software Development
11 17 (20.00%) Data Governance
12 15 (17.65%) Data Quality
12 15 (17.65%) Data Management
12 15 (17.65%) Stakeholder Management
12 15 (17.65%) Enterprise Architecture
13 14 (16.47%) SQL Server Reporting Services
13 14 (16.47%) Apache Hive
13 14 (16.47%) Hadoop
13 14 (16.47%) Apache Spark
13 14 (16.47%) Data Strategy
14 13 (15.29%) Impala
14 13 (15.29%) HDFS
14 13 (15.29%) Apache Pig
14 13 (15.29%) Kafka
14 13 (15.29%) NoSQL
14 13 (15.29%) MapReduce
14 13 (15.29%) HBase

Data Architecture
Co-occurring IT Skills in the North West 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 14 (16.47%) Apache Spark
2 13 (15.29%) Apache Pig
3 6 (7.06%) SAS
4 1 (1.18%) BizTalk Server
4 1 (1.18%) Tomcat
Applications
1 12 (14.12%) Microsoft Office
2 6 (7.06%) Microsoft Excel
Business Applications
1 4 (4.71%) Dynamics CRM
1 4 (4.71%) Salesforce.com CRM
Cloud Services
1 8 (9.41%) Office 365
2 6 (7.06%) Amazon AWS
3 1 (1.18%) AWS Lambda
3 1 (1.18%) Cloud Computing
3 1 (1.18%) Google Cloud Platform
Database & Business Intelligence
1 29 (34.12%) SQL Server
2 27 (31.76%) Data Warehouse
3 23 (27.06%) Big Data
4 14 (16.47%) Apache Hive
4 14 (16.47%) Hadoop
4 14 (16.47%) SQL Server Reporting Services
5 13 (15.29%) HBase
5 13 (15.29%) Impala
5 13 (15.29%) NoSQL
6 10 (11.76%) SQL Server Integration Services
7 9 (10.59%) Relational Database
8 7 (8.24%) BusinessObjects
9 5 (5.88%) Amazon DynamoDB
9 5 (5.88%) Datazen
9 5 (5.88%) Spark SQL
9 5 (5.88%) SQL Server 2012
9 5 (5.88%) SQL Server Analysis Services
10 4 (4.71%) Power BI
11 2 (2.35%) Amazon Redshift
11 2 (2.35%) Enterprise Data Warehouse
Development Applications
1 8 (9.41%) Talend Open Studio
2 3 (3.53%) JIRA
General
1 30 (35.29%) Finance
2 6 (7.06%) Retail
3 4 (4.71%) Marketing
4 3 (3.53%) Banking
5 2 (2.35%) Legal
6 1 (1.18%) Automotive
Job Titles
1 28 (32.94%) Architect
2 20 (23.53%) Data Architect
3 17 (20.00%) Developer
4 13 (15.29%) Data Engineer
5 11 (12.94%) Analyst
5 11 (12.94%) SQL Developer
6 7 (8.24%) Data Analyst
7 6 (7.06%) Business Intelligence Developer
7 6 (7.06%) Senior Analyst
8 5 (5.88%) Business Intelligence Architect
8 5 (5.88%) Senior Architect
8 5 (5.88%) Senior Data Architect
9 4 (4.71%) Hadoop Engineer
9 4 (4.71%) MI Manager
9 4 (4.71%) Solutions Architect
9 4 (4.71%) SQL Analyst
10 3 (3.53%) Administrator
10 3 (3.53%) Database Analyst
10 3 (3.53%) DBA
10 3 (3.53%) Systems Engineer
Libraries, Frameworks & Software Standards
1 13 (15.29%) Kafka
2 5 (5.88%) MDX
3 2 (2.35%) .NET
3 2 (2.35%) ASP.NET
4 1 (1.18%) CSS
4 1 (1.18%) EDI
4 1 (1.18%) Hibernate
4 1 (1.18%) JAXB
4 1 (1.18%) JSON
4 1 (1.18%) JSP
4 1 (1.18%) Middleware
4 1 (1.18%) RabbitMQ
4 1 (1.18%) Spark Streaming
4 1 (1.18%) Spring
4 1 (1.18%) Spring MVC
4 1 (1.18%) XML
Miscellaneous
1 8 (9.41%) Analytical Skills
1 8 (9.41%) Management Information System
2 7 (8.24%) iPad
3 3 (3.53%) Reference Data
4 2 (2.35%) Data Centre
5 1 (1.18%) Computer Science
5 1 (1.18%) Data Structures
Operating Systems
1 4 (4.71%) Unix
2 1 (1.18%) Linux
Processes & Methodologies
1 37 (43.53%) Data Modelling
2 30 (35.29%) Business Intelligence
3 23 (27.06%) Analytics
4 20 (23.53%) ETL
5 17 (20.00%) Agile Software Development
5 17 (20.00%) Data Governance
6 15 (17.65%) Data Management
6 15 (17.65%) Enterprise Architecture
6 15 (17.65%) Stakeholder Management
7 14 (16.47%) Data Strategy
8 13 (15.29%) MapReduce
9 10 (11.76%) Data Analysis
9 10 (11.76%) Mentoring
9 10 (11.76%) Risk Management
10 9 (10.59%) Configuration Management
10 9 (10.59%) Data Integration
10 9 (10.59%) E-Commerce
11 8 (9.41%) CRM
11 8 (9.41%) Human Factors
11 8 (9.41%) Physics
Programming Languages
1 44 (51.76%) SQL
2 12 (14.12%) T-SQL
3 7 (8.24%) Java
4 2 (2.35%) PHP
4 2 (2.35%) VBA
5 1 (1.18%) C
5 1 (1.18%) C++
5 1 (1.18%) JavaScript
5 1 (1.18%) Perl
5 1 (1.18%) Python
Qualifications
1 24 (28.24%) Degree
2 6 (7.06%) Computer Science Degree
3 2 (2.35%) PhD
4 1 (1.18%) APMP
4 1 (1.18%) CISA
4 1 (1.18%) CISM
4 1 (1.18%) CISSP
4 1 (1.18%) Numerate Degree
Quality Assurance & Compliance
1 15 (17.65%) Data Quality
2 2 (2.35%) ISO 9001
2 2 (2.35%) ISO/IEC 20000
2 2 (2.35%) ISO/IEC 27001
2 2 (2.35%) PCI DSS
System Software
1 13 (15.29%) HDFS
Vendors
1 22 (25.88%) Oracle
2 21 (24.71%) Microsoft
3 8 (9.41%) Talend
4 7 (8.24%) Tableau
5 6 (7.06%) Teradata
6 5 (5.88%) Cloudera
7 4 (4.71%) Salesforce.com
8 3 (3.53%) CA Agile Central
9 2 (2.35%) Alteryx
9 2 (2.35%) CA
9 2 (2.35%) SAP
10 1 (1.18%) Google
10 1 (1.18%) Progress
Salford, Lancashire
Premier IT
Posted: 18 hours ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £57,000 per annum depending on experience + benefits
Posted: 2 days ago