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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Architecture
England / North West
Rank 203 220 242
Rank change year-on-year
+17 +22
Permanent jobs citing Data Architecture 48 8 18
As % of all permanent IT jobs located in the North West 0.81% 0.14% 0.26%
As % of the Processes & Methodologies category 0.90% 0.16% 0.30%
Number of salaries quoted 31 8 17
Median salary £52,500 £69,500 £61,215
Median salary % change year-on-year
-24.46% +13.53%
90% offered a salary of more than £35,000 £43,000 £55,000
10% offered a salary of more than £55,000 £85,000 £67,500
UK excluding London median salary £58,500 £62,500 £61,215
% change year-on-year
-6.40% +2.09%

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
5357 4908 6020
As % of all permanent IT jobs located in the North West 89.99% 88.04% 87.46%
Number of salaries quoted 4464 4075 5038
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,500 £28,000 £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 21 February 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 21 February 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
Merseyside - 24 £53,573 -
Manchester -16 14 £37,500 -22.68% 2
Cheshire +18 10 £52,500 -38.23% 1
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 21 February 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 45 (57.69%) SQL
2 39 (50.00%) Business Intelligence
3 38 (48.72%) Data Modelling
4 32 (41.03%) Data Warehouse
5 28 (35.90%) SQL Server
6 27 (34.62%) Oracle
7 20 (25.64%) Big Data
8 19 (24.36%) Finance
8 19 (24.36%) Stakeholder Management
8 19 (24.36%) MS Office
8 19 (24.36%) MS Excel
8 19 (24.36%) Agile Software Development
9 18 (23.08%) BusinessObjects
9 18 (23.08%) Relational Database
10 17 (21.79%) DevOps
10 17 (21.79%) iPad
11 15 (19.23%) NoSQL
11 15 (19.23%) Data Quality
12 14 (17.95%) CRM
12 14 (17.95%) Data Management
13 13 (16.67%) Data Governance
14 12 (15.38%) Microsoft
15 11 (14.10%) Salesforce.com
15 11 (14.10%) Management Information System
15 11 (14.10%) ETL
15 11 (14.10%) Software Engineering
15 11 (14.10%) Scrum
15 11 (14.10%) Dynamics CRM
15 11 (14.10%) Trend Analysis
15 11 (14.10%) Amazon AWS

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 10 (12.82%) Elasticsearch
2 5 (6.41%) Apache Pig
2 5 (6.41%) Apache Spark
3 3 (3.85%) SAS
4 2 (2.56%) Oracle SOA Suite
Applications
1 19 (24.36%) MS Excel
1 19 (24.36%) MS Office
Business Applications
1 11 (14.10%) Dynamics CRM
1 11 (14.10%) Salesforce.com CRM
2 1 (1.28%) Oracle Financials
Cloud Services
1 11 (14.10%) Amazon AWS
2 10 (12.82%) Amazon EC2
2 10 (12.82%) Amazon S3
3 8 (10.26%) Office 365
4 1 (1.28%) Microsoft Azure
Communications & Networking
1 10 (12.82%) DNS
1 10 (12.82%) Firewall
1 10 (12.82%) Internet
1 10 (12.82%) NAS
1 10 (12.82%) SAN
2 3 (3.85%) Broadband
Database & Business Intelligence
1 32 (41.03%) Data Warehouse
2 28 (35.90%) SQL Server
3 20 (25.64%) Big Data
4 18 (23.08%) BusinessObjects
4 18 (23.08%) Relational Database
5 15 (19.23%) NoSQL
6 11 (14.10%) Amazon Redshift
7 10 (12.82%) SQL Server 2008
8 8 (10.26%) Hadoop
9 5 (6.41%) Apache Hive
9 5 (6.41%) HBase
9 5 (6.41%) Impala
10 3 (3.85%) Enterprise Data Warehouse
11 2 (2.56%) DB2
11 2 (2.56%) MySQL
12 1 (1.28%) Oracle OWB
12 1 (1.28%) RDBMS
12 1 (1.28%) SAP BW
12 1 (1.28%) SQL Server Integration Services
12 1 (1.28%) Star Schema
Development Applications
1 10 (12.82%) Team Foundation Server
2 2 (2.56%) ERwin
2 2 (2.56%) Talend Open Studio
General
1 19 (24.36%) Finance
2 6 (7.69%) Marketing
3 4 (5.13%) Retail
4 3 (3.85%) Banking
4 3 (3.85%) Telecoms
5 1 (1.28%) Corporate Banking
5 1 (1.28%) Financial Institution
Job Titles
1 27 (34.62%) Architect
2 23 (29.49%) Data Architect
3 12 (15.38%) Analyst
4 11 (14.10%) SQL Analyst
5 10 (12.82%) Administrator
5 10 (12.82%) DBA
5 10 (12.82%) Developer
5 10 (12.82%) Senior Architect
5 10 (12.82%) Senior Data Architect
5 10 (12.82%) Senior DBA
5 10 (12.82%) Senior SQL DBA
5 10 (12.82%) SQL DBA
6 9 (11.54%) SQL Developer
7 7 (8.97%) Business Intelligence Analyst
8 6 (7.69%) Systems Engineer
9 5 (6.41%) Data Engineer
10 4 (5.13%) Data Analyst
10 4 (5.13%) Senior Analyst
10 4 (5.13%) Senior Data Analyst
10 4 (5.13%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (6.41%) Kafka
2 4 (5.13%) Middleware
3 1 (1.28%) .NET
3 1 (1.28%) ASP.NET
Miscellaneous
1 17 (21.79%) iPad
2 11 (14.10%) Management Information System
3 6 (7.69%) Analytical Skills
4 3 (3.85%) Credit Risk
5 2 (2.56%) Taxonomies
6 1 (1.28%) PMI
6 1 (1.28%) Reference Data
Operating Systems
1 3 (3.85%) Unix
Processes & Methodologies
1 39 (50.00%) Business Intelligence
2 38 (48.72%) Data Modelling
3 19 (24.36%) Agile Software Development
3 19 (24.36%) Stakeholder Management
4 17 (21.79%) DevOps
5 14 (17.95%) CRM
5 14 (17.95%) Data Management
6 13 (16.67%) Data Governance
7 11 (14.10%) Actionable Insight
7 11 (14.10%) ETL
7 11 (14.10%) Scrum
7 11 (14.10%) Software Engineering
7 11 (14.10%) Trend Analysis
8 10 (12.82%) Customer Engagement
9 9 (11.54%) Data Integration
9 9 (11.54%) Data Migration
9 9 (11.54%) Enterprise Architecture
9 9 (11.54%) ITIL
9 9 (11.54%) Migration
9 9 (11.54%) TOGAF
Programming Languages
1 45 (57.69%) SQL
2 10 (12.82%) PowerShell
3 6 (7.69%) Java
4 1 (1.28%) PL/SQL
4 1 (1.28%) Python
Qualifications
1 8 (10.26%) Degree
2 2 (2.56%) CISA
2 2 (2.56%) CISM
2 2 (2.56%) CISSP
3 1 (1.28%) PMI Certification
Quality Assurance & Compliance
1 15 (19.23%) Data Quality
2 10 (12.82%) ISO/IEC 27001
2 10 (12.82%) PCI DSS
3 2 (2.56%) COBIT
System Software
1 10 (12.82%) VMware ESX
1 10 (12.82%) VMware ESXi
2 5 (6.41%) HDFS
Systems Management
1 10 (12.82%) SCOM
Vendors
1 27 (34.62%) Oracle
2 12 (15.38%) Microsoft
3 11 (14.10%) Salesforce.com
4 10 (12.82%) VMware
5 6 (7.69%) Teradata
6 5 (6.41%) Alteryx
6 5 (6.41%) SAP
7 4 (5.13%) Tableau
8 2 (2.56%) Talend
9 1 (1.28%) IBM
9 1 (1.28%) Informatica
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