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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 224 242 257
Rank change year-on-year
+18 +15
Permanent jobs citing Data Architecture 35 5 15
As % of all permanent IT jobs located in the North West 0.55% 0.082% 0.20%
As % of the Processes & Methodologies category 0.63% 0.093% 0.23%
Number of salaries quoted 23 2 10
Median salary £55,000 £65,000 £60,000
Median salary % change year-on-year
-15.38% +8.33%
90% offered a salary of more than £35,000 £61,000 £42,500
10% offered a salary of more than £72,500 £69,000 £73,500
UK excluding London median salary £61,000 £61,500 £55,000
% change year-on-year
-0.81% +11.81%
Data Architecture
England

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
5588 5349 6504
As % of all permanent IT jobs located in the North West 88.19% 87.83% 86.73%
Number of salaries quoted 4691 4390 5576
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,500 £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 5 December 2016.

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 5 December 2016. 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
(Click see detailed
statistics and trends)
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 -8 21 £55,000 -15.38% 2
Merseyside -4 10 £35,000 -
Cheshire - 4 £50,000 - 1
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 5 December 2016, 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 32 (49.23%) Data Modelling
2 31 (47.69%) Business Intelligence
3 30 (46.15%) SQL
4 25 (38.46%) Data Warehouse
5 24 (36.92%) SQL Server
5 24 (36.92%) Finance
6 20 (30.77%) Agile Software Development
7 19 (29.23%) NoSQL
7 19 (29.23%) DevOps
8 18 (27.69%) Elasticsearch
8 18 (27.69%) PCI DSS
8 18 (27.69%) SQL Server 2008
8 18 (27.69%) Customer Engagement
8 18 (27.69%) ISO/IEC 27001
9 17 (26.15%) Software Engineering
9 17 (26.15%) Scrum
9 17 (26.15%) Amazon AWS
9 17 (26.15%) Amazon Redshift
10 16 (24.62%) Amazon EC2
10 16 (24.62%) Amazon S3
10 16 (24.62%) VMware ESXi
10 16 (24.62%) NAS
10 16 (24.62%) Team Foundation Server
10 16 (24.62%) PowerShell
10 16 (24.62%) VMware
10 16 (24.62%) VMware ESX
10 16 (24.62%) SCOM
10 16 (24.62%) Firewall
10 16 (24.62%) SAN
10 16 (24.62%) Internet

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 18 (27.69%) Elasticsearch
2 2 (3.08%) Oracle SOA Suite
3 1 (1.54%) Apache Pig
3 1 (1.54%) Apache Spark
3 1 (1.54%) SAS
Applications
1 5 (7.69%) MS Excel
2 3 (4.62%) MS Office
Business Applications
1 5 (7.69%) Dynamics CRM
1 5 (7.69%) Oracle EBS
1 5 (7.69%) Oracle EBS R12
1 5 (7.69%) Salesforce.com CRM
2 2 (3.08%) Oracle ERP
3 1 (1.54%) Oracle Financials
Cloud Services
1 17 (26.15%) Amazon AWS
2 16 (24.62%) Amazon EC2
2 16 (24.62%) Amazon S3
3 2 (3.08%) Microsoft Azure
Communications & Networking
1 16 (24.62%) DNS
1 16 (24.62%) Firewall
1 16 (24.62%) Internet
1 16 (24.62%) NAS
1 16 (24.62%) SAN
2 3 (4.62%) Broadband
Database & Business Intelligence
1 25 (38.46%) Data Warehouse
2 24 (36.92%) SQL Server
3 19 (29.23%) NoSQL
4 18 (27.69%) SQL Server 2008
5 17 (26.15%) Amazon Redshift
6 12 (18.46%) Big Data
7 6 (9.23%) BusinessObjects
7 6 (9.23%) Relational Database
8 4 (6.15%) Hadoop
9 3 (4.62%) Enterprise Data Warehouse
10 2 (3.08%) DB2
10 2 (3.08%) MongoDB
10 2 (3.08%) MySQL
10 2 (3.08%) Neo4j
10 2 (3.08%) SQL Server Integration Services
11 1 (1.54%) HBase
11 1 (1.54%) Oracle OWB
11 1 (1.54%) RDBMS
11 1 (1.54%) SAP BW
11 1 (1.54%) Star Schema
Development Applications
1 16 (24.62%) Team Foundation Server
2 2 (3.08%) ERwin
3 1 (1.54%) Talend Open Studio
General
1 24 (36.92%) Finance
2 7 (10.77%) Banking
3 5 (7.69%) Manufacturing
4 4 (6.15%) Marketing
5 3 (4.62%) Telecoms
6 2 (3.08%) Retail
7 1 (1.54%) Corporate Banking
7 1 (1.54%) Financial Institution
Job Titles
1 30 (46.15%) Architect
2 18 (27.69%) DBA
2 18 (27.69%) Senior DBA
2 18 (27.69%) Senior SQL DBA
2 18 (27.69%) SQL DBA
3 16 (24.62%) Administrator
3 16 (24.62%) Data Architect
4 9 (13.85%) Senior Architect
5 6 (9.23%) Enterprise Architect
6 5 (7.69%) Analyst
6 5 (7.69%) Senior Data Architect
6 5 (7.69%) Solutions Architect
7 4 (6.15%) Business Architect
8 3 (4.62%) Business Intelligence Analyst
8 3 (4.62%) Data Modeller
8 3 (4.62%) SQL Analyst
9 2 (3.08%) ETL Architect
9 2 (3.08%) Oracle Architect
9 2 (3.08%) Senior SQL Server DBA
9 2 (3.08%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 2 (3.08%) Middleware
2 1 (1.54%) Kafka
Miscellaneous
1 7 (10.77%) iPad
2 5 (7.69%) Analytical Skills
2 5 (7.69%) Life Science
2 5 (7.69%) Management Information System
3 4 (6.15%) Data Integration
4 3 (4.62%) Credit Risk
4 3 (4.62%) Mathematics
5 2 (3.08%) Data Centre
5 2 (3.08%) Taxonomies
6 1 (1.54%) Microsoft Licensing
6 1 (1.54%) PMI
6 1 (1.54%) Reference Data
6 1 (1.54%) Visualisation
Operating Systems
1 1 (1.54%) Unix
Processes & Methodologies
1 32 (49.23%) Data Modelling
2 31 (47.69%) Business Intelligence
3 20 (30.77%) Agile Software Development
4 19 (29.23%) DevOps
5 18 (27.69%) Customer Engagement
6 17 (26.15%) Scrum
6 17 (26.15%) Software Engineering
7 12 (18.46%) Stakeholder Management
8 11 (16.92%) ITIL
9 9 (13.85%) Mentoring
10 8 (12.31%) CRM
10 8 (12.31%) TOGAF
11 7 (10.77%) ETL
12 6 (9.23%) Data Management
12 6 (9.23%) Data Migration
12 6 (9.23%) Migration
12 6 (9.23%) Portfolio Management
12 6 (9.23%) Supplier Management
13 5 (7.69%) Analytics
13 5 (7.69%) Coaching
Programming Languages
1 30 (46.15%) SQL
2 16 (24.62%) PowerShell
3 2 (3.08%) Java
4 1 (1.54%) PL/SQL
4 1 (1.54%) Python
Qualifications
1 8 (12.31%) Degree
2 6 (9.23%) PMI Certification
3 5 (7.69%) Oracle Certification
3 5 (7.69%) PMP
3 5 (7.69%) PRINCE2 Certification
4 2 (3.08%) Chartered Engineer
4 2 (3.08%) MBCS
5 1 (1.54%) CISA
5 1 (1.54%) CISM
5 1 (1.54%) CISSP
Quality Assurance & Compliance
1 18 (27.69%) ISO/IEC 27001
1 18 (27.69%) PCI DSS
2 9 (13.85%) Data Quality
3 2 (3.08%) COBIT
3 2 (3.08%) ISO 9001
System Software
1 16 (24.62%) VMware ESX
1 16 (24.62%) VMware ESXi
2 1 (1.54%) HDFS
Systems Management
1 16 (24.62%) SCOM
Vendors
1 16 (24.62%) VMware
2 15 (23.08%) Oracle
3 5 (7.69%) Salesforce.com
4 4 (6.15%) Microsoft
4 4 (6.15%) Teradata
5 2 (3.08%) Tableau
6 1 (1.54%) Alteryx
6 1 (1.54%) IBM
6 1 (1.54%) Informatica
6 1 (1.54%) SAP
6 1 (1.54%) Talend
Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £60000.00 per annum
Posted: 6 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: From £50,000 to £60,000 per annum depending on experience + benefits
Posted: 21 days ago