The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Architecture
England / North West
Rank 213 223 240
Rank change year-on-year
+10 +17
Permanent jobs citing Data Architecture 35 6 16
As % of all permanent IT jobs located in the North West 0.59% 0.11% 0.23%
As % of the Processes & Methodologies category 0.66% 0.12% 0.27%
Number of salaries quoted 26 6 15
Median salary £48,750 £72,500 £62,500
Median salary % change year-on-year
-32.75% +16.00%
90% offered a salary of more than £35,000 £48,500 £42,500
10% offered a salary of more than £63,750 £85,000 £67,500
UK excluding London median salary £60,000 £65,000 £55,000
% change year-on-year
-7.69% +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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5267 4836 5924
As % of all permanent IT jobs located in the North West 88.83% 87.39% 86.34%
Number of salaries quoted 4420 4018 5077
Median salary £42,500 £42,469 £40,000
Median salary % change year-on-year
+0.07% +6.17%
90% offered a salary of more than £28,300 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 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 across the North West region.

Data Architecture Salary Trend in the North West

Data Architecture
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Architecture across the North West region over the 3 months to 19 January 2017.

Data Architecture Salary Histogram 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 19 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
Manchester -15 15 £55,000 +1.85% 3
Merseyside - 14 £35,000 - 2
Cheshire +16 6 £50,000 -41.17% 1
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 19 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 North West region with a requirement for Data Architecture.

1 36 (56.25%) SQL
2 35 (54.69%) Business Intelligence
3 30 (46.88%) Data Modelling
4 22 (34.38%) SQL Server
4 22 (34.38%) Data Warehouse
5 19 (29.69%) Oracle
6 18 (28.13%) Agile Software Development
6 18 (28.13%) DevOps
7 17 (26.56%) Stakeholder Management
8 16 (25.00%) Finance
8 16 (25.00%) BusinessObjects
8 16 (25.00%) Relational Database
8 16 (25.00%) iPad
8 16 (25.00%) NoSQL
9 15 (23.44%) Big Data
9 15 (23.44%) CRM
10 14 (21.88%) MS Excel
10 14 (21.88%) Scrum
10 14 (21.88%) Software Engineering
10 14 (21.88%) Amazon Redshift
10 14 (21.88%) Data Quality
10 14 (21.88%) Amazon AWS
11 13 (20.31%) Amazon EC2
11 13 (20.31%) Amazon S3
11 13 (20.31%) PowerShell
11 13 (20.31%) SQL Server 2008
11 13 (20.31%) NAS
11 13 (20.31%) Team Foundation Server
11 13 (20.31%) Customer Engagement
11 13 (20.31%) VMware ESXi

Data Architecture
Top Related 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 13 (20.31%) Elasticsearch
2 3 (4.69%) Apache Pig
2 3 (4.69%) Apache Spark
3 2 (3.13%) Oracle SOA Suite
4 1 (1.56%) SAS
Applications
1 14 (21.88%) MS Excel
2 13 (20.31%) MS Office
Business Applications
1 12 (18.75%) Dynamics CRM
1 12 (18.75%) Salesforce.com CRM
2 1 (1.56%) Oracle EBS
2 1 (1.56%) Oracle EBS R12
2 1 (1.56%) Oracle ERP
2 1 (1.56%) Oracle Financials
Cloud Services
1 14 (21.88%) Amazon AWS
2 13 (20.31%) Amazon EC2
2 13 (20.31%) Amazon S3
3 2 (3.13%) Office 365
4 1 (1.56%) Microsoft Azure
Communications & Networking
1 13 (20.31%) DNS
1 13 (20.31%) Firewall
1 13 (20.31%) Internet
1 13 (20.31%) NAS
1 13 (20.31%) SAN
2 3 (4.69%) Broadband
Database & Business Intelligence
1 22 (34.38%) Data Warehouse
1 22 (34.38%) SQL Server
2 16 (25.00%) BusinessObjects
2 16 (25.00%) NoSQL
2 16 (25.00%) Relational Database
3 15 (23.44%) Big Data
4 14 (21.88%) Amazon Redshift
5 13 (20.31%) SQL Server 2008
6 6 (9.38%) Hadoop
7 3 (4.69%) Apache Hive
7 3 (4.69%) Enterprise Data Warehouse
7 3 (4.69%) HBase
7 3 (4.69%) Impala
8 2 (3.13%) DB2
8 2 (3.13%) MySQL
9 1 (1.56%) Oracle OWB
9 1 (1.56%) RDBMS
9 1 (1.56%) SAP BW
9 1 (1.56%) SQL Server Integration Services
9 1 (1.56%) Star Schema
Development Applications
1 13 (20.31%) Team Foundation Server
2 2 (3.13%) ERwin
3 1 (1.56%) Talend Open Studio
General
1 16 (25.00%) Finance
2 4 (6.25%) Marketing
3 3 (4.69%) Banking
3 3 (4.69%) Telecoms
4 2 (3.13%) Retail
5 1 (1.56%) Corporate Banking
5 1 (1.56%) Financial Institution
5 1 (1.56%) Manufacturing
Job Titles
1 20 (31.25%) Architect
2 15 (23.44%) Data Architect
3 13 (20.31%) Administrator
3 13 (20.31%) Analyst
3 13 (20.31%) DBA
3 13 (20.31%) Senior DBA
3 13 (20.31%) Senior SQL DBA
3 13 (20.31%) SQL DBA
4 11 (17.19%) SQL Analyst
5 7 (10.94%) Business Intelligence Analyst
6 5 (7.81%) Data Analyst
6 5 (7.81%) Senior Architect
6 5 (7.81%) Senior Data Architect
7 4 (6.25%) Senior Analyst
7 4 (6.25%) Senior Data Analyst
7 4 (6.25%) Solutions Architect
7 4 (6.25%) SQL Data Analyst
7 4 (6.25%) Systems Engineer
8 3 (4.69%) Data Modeller
8 3 (4.69%) Developer
Libraries, Frameworks & Software Standards
1 4 (6.25%) Middleware
2 3 (4.69%) Kafka
Miscellaneous
1 16 (25.00%) iPad
2 8 (12.50%) Management Information System
3 6 (9.38%) Analytical Skills
4 3 (4.69%) Credit Risk
4 3 (4.69%) Data Integration
4 3 (4.69%) Mathematics
5 2 (3.13%) Physics
5 2 (3.13%) Taxonomies
6 1 (1.56%) Data Centre
6 1 (1.56%) Life Science
6 1 (1.56%) PMI
6 1 (1.56%) Reference Data
6 1 (1.56%) Visualisation
Operating Systems
1 1 (1.56%) Unix
Processes & Methodologies
1 35 (54.69%) Business Intelligence
2 30 (46.88%) Data Modelling
3 18 (28.13%) Agile Software Development
3 18 (28.13%) DevOps
4 17 (26.56%) Stakeholder Management
5 15 (23.44%) CRM
6 14 (21.88%) Scrum
6 14 (21.88%) Software Engineering
7 13 (20.31%) Customer Engagement
8 11 (17.19%) Actionable Insight
8 11 (17.19%) Trend Analysis
9 9 (14.06%) ETL
10 8 (12.50%) Data Management
10 8 (12.50%) ITIL
11 7 (10.94%) Data Migration
11 7 (10.94%) ERP
11 7 (10.94%) Migration
12 5 (7.81%) Data Acquisition
12 5 (7.81%) ETL Development
12 5 (7.81%) Information Security
Programming Languages
1 36 (56.25%) SQL
2 13 (20.31%) PowerShell
3 4 (6.25%) Java
4 1 (1.56%) PL/SQL
4 1 (1.56%) Python
Qualifications
1 4 (6.25%) Degree
2 2 (3.13%) CISA
2 2 (3.13%) CISM
2 2 (3.13%) CISSP
2 2 (3.13%) PMI Certification
3 1 (1.56%) Chartered Engineer
3 1 (1.56%) MBCS
3 1 (1.56%) Oracle Certification
3 1 (1.56%) PMP
3 1 (1.56%) PRINCE2 Certification
Quality Assurance & Compliance
1 14 (21.88%) Data Quality
2 13 (20.31%) ISO/IEC 27001
2 13 (20.31%) PCI DSS
3 2 (3.13%) COBIT
System Software
1 13 (20.31%) VMware ESX
1 13 (20.31%) VMware ESXi
2 3 (4.69%) HDFS
Systems Management
1 13 (20.31%) SCOM
Vendors
1 19 (29.69%) Oracle
2 13 (20.31%) VMware
3 12 (18.75%) Salesforce.com
4 5 (7.81%) Alteryx
4 5 (7.81%) SAP
4 5 (7.81%) Teradata
5 3 (4.69%) Microsoft
6 2 (3.13%) Tableau
7 1 (1.56%) IBM
7 1 (1.56%) Informatica
7 1 (1.56%) Talend
Liverpool, Merseyside
HMRC
Salary: From £48,389 to £55,501 per annum
Posted: Yesterday
Manchester, Lancashire
Opus IT Consulting
Salary: £50 - £58000 per annum + Car Allowance
Posted: Yesterday
Manchester, Lancashire
Agile Recruitment Ltd
Salary: benefits
Posted: Yesterday
Bootle, Merseyside
Office for Nuclear Regulation
Salary: From £49,946 to £57,199 per annum
Posted: 16 days ago