The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Architecture
North West / Manchester
Rank 173 168 182
Rank change year-on-year
-5 +14
Permanent jobs citing Data Architecture 16 3 14
As % of all permanent IT jobs located in Manchester 0.44% 0.095% 0.36%
As % of the Processes & Methodologies category 0.48% 0.11% 0.42%
Number of salaries quoted 13 2 14
Median salary £55,000 £57,000 £62,500
Median salary % change year-on-year
-3.50% -8.80%
90% offered a salary of more than £35,000 £54,600 £42,500
10% offered a salary of more than £72,500 £59,400 £67,500
UK excluding London median salary £62,000 £65,000 £55,000
% change year-on-year
-4.61% +18.18%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3305 2831 3298
As % of all permanent IT jobs located in Manchester 90.57% 90.07% 85.93%
Number of salaries quoted 2859 2327 2834
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £62,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Data Architecture as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in Manchester

Data Architecture
Salary Trend in Manchester

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

Data Architecture Salary Trend in Manchester

Data Architecture
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Architecture across the Manchester region over the 3 months to 17 January 2017.

Data Architecture Salary Histogram in Manchester

Data Architecture
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Manchester region over the 3 months to 17 January 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
Rochdale -10 5 £55,000 +1.85%
Stockport - 4 £35,000 -
Data Architecture
North West

Data Architecture
Top 30 Related IT Skills in Manchester

For the 6 months to 17 January 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 Manchester region with a requirement for Data Architecture.

1 26 (74.29%) Data Modelling
2 23 (65.71%) Business Intelligence
3 22 (62.86%) SQL
4 20 (57.14%) SQL Server
4 20 (57.14%) Data Warehouse
5 18 (51.43%) DevOps
6 17 (48.57%) Agile Software Development
7 16 (45.71%) NoSQL
8 15 (42.86%) Amazon Redshift
8 15 (42.86%) Amazon AWS
8 15 (42.86%) Software Engineering
8 15 (42.86%) Scrum
9 14 (40.00%) VMware
9 14 (40.00%) VMware ESX
9 14 (40.00%) Firewall
9 14 (40.00%) DNS
9 14 (40.00%) SAN
9 14 (40.00%) Internet
9 14 (40.00%) Amazon EC2
9 14 (40.00%) Amazon S3
9 14 (40.00%) NAS
9 14 (40.00%) Team Foundation Server
9 14 (40.00%) Customer Engagement
9 14 (40.00%) SCOM
9 14 (40.00%) PCI DSS
9 14 (40.00%) PowerShell
9 14 (40.00%) SQL Server 2008
9 14 (40.00%) ISO/IEC 27001
9 14 (40.00%) Elasticsearch
9 14 (40.00%) VMware ESXi

Data Architecture
Top Related IT Skills in Manchester 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 (40.00%) Elasticsearch
2 2 (5.71%) Apache Pig
2 2 (5.71%) Apache Spark
2 2 (5.71%) Oracle SOA Suite
3 1 (2.86%) SAS
Business Applications
1 1 (2.86%) Oracle Financials
Cloud Services
1 15 (42.86%) Amazon AWS
2 14 (40.00%) Amazon EC2
2 14 (40.00%) Amazon S3
Communications & Networking
1 14 (40.00%) DNS
1 14 (40.00%) Firewall
1 14 (40.00%) Internet
1 14 (40.00%) NAS
1 14 (40.00%) SAN
2 3 (8.57%) Broadband
Database & Business Intelligence
1 20 (57.14%) Data Warehouse
1 20 (57.14%) SQL Server
2 16 (45.71%) NoSQL
3 15 (42.86%) Amazon Redshift
4 14 (40.00%) SQL Server 2008
5 8 (22.86%) Big Data
6 5 (14.29%) Relational Database
7 4 (11.43%) BusinessObjects
7 4 (11.43%) Hadoop
8 2 (5.71%) Apache Hive
8 2 (5.71%) DB2
8 2 (5.71%) Enterprise Data Warehouse
8 2 (5.71%) HBase
8 2 (5.71%) Impala
8 2 (5.71%) MySQL
9 1 (2.86%) Oracle Database
9 1 (2.86%) Oracle OWB
9 1 (2.86%) RDBMS
9 1 (2.86%) Star Schema
Development Applications
1 14 (40.00%) Team Foundation Server
2 2 (5.71%) ERwin
3 1 (2.86%) Talend Open Studio
General
1 11 (31.43%) Finance
2 4 (11.43%) Marketing
3 3 (8.57%) Banking
3 3 (8.57%) Telecoms
4 1 (2.86%) Corporate Banking
4 1 (2.86%) Financial Institution
4 1 (2.86%) Retail
Job Titles
1 14 (40.00%) Administrator
1 14 (40.00%) DBA
1 14 (40.00%) Senior DBA
1 14 (40.00%) Senior SQL DBA
1 14 (40.00%) SQL DBA
2 8 (22.86%) Architect
2 8 (22.86%) Data Architect
3 4 (11.43%) Systems Engineer
4 3 (8.57%) Data Modeller
5 2 (5.71%) Data Engineer
6 1 (2.86%) Analyst
6 1 (2.86%) Business Analyst
6 1 (2.86%) Data Analyst
6 1 (2.86%) Data Business Analyst
6 1 (2.86%) Data Quality Business Analyst
6 1 (2.86%) Developer
6 1 (2.86%) ETL Developer
6 1 (2.86%) Integration Architect
6 1 (2.86%) Oracle Developer
6 1 (2.86%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (5.71%) Kafka
Miscellaneous
1 4 (11.43%) iPad
1 4 (11.43%) Management Information System
2 3 (8.57%) Credit Risk
2 3 (8.57%) Mathematics
3 2 (5.71%) Analytical Skills
3 2 (5.71%) Taxonomies
4 1 (2.86%) Data Centre
4 1 (2.86%) Data Integration
4 1 (2.86%) Visualisation
Operating Systems
1 1 (2.86%) Unix
Processes & Methodologies
1 26 (74.29%) Data Modelling
2 23 (65.71%) Business Intelligence
3 18 (51.43%) DevOps
4 17 (48.57%) Agile Software Development
5 15 (42.86%) Scrum
5 15 (42.86%) Software Engineering
6 14 (40.00%) Customer Engagement
7 7 (20.00%) Data Migration
7 7 (20.00%) ETL
7 7 (20.00%) ITIL
7 7 (20.00%) Migration
8 5 (14.29%) ETL Development
9 4 (11.43%) Analytics
9 4 (11.43%) Data Management
9 4 (11.43%) Mentoring
10 3 (8.57%) Business Analysis
10 3 (8.57%) Kimball Methodology
10 3 (8.57%) Master Data Management
10 3 (8.57%) Web Analytics
10 3 (8.57%) Zachman Framework
Programming Languages
1 22 (62.86%) SQL
2 14 (40.00%) PowerShell
3 3 (8.57%) Java
4 1 (2.86%) PL/SQL
4 1 (2.86%) Python
Qualifications
1 1 (2.86%) Chartered Engineer
1 1 (2.86%) Degree
1 1 (2.86%) MBCS
Quality Assurance & Compliance
1 14 (40.00%) ISO/IEC 27001
1 14 (40.00%) PCI DSS
2 5 (14.29%) Data Quality
3 2 (5.71%) COBIT
System Software
1 14 (40.00%) VMware ESX
1 14 (40.00%) VMware ESXi
2 2 (5.71%) HDFS
Systems Management
1 14 (40.00%) SCOM
Vendors
1 14 (40.00%) VMware
2 9 (25.71%) Oracle
3 4 (11.43%) Teradata
4 2 (5.71%) Tableau
5 1 (2.86%) Alteryx
5 1 (2.86%) IBM
5 1 (2.86%) Informatica
5 1 (2.86%) Microsoft
5 1 (2.86%) Talend