The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
London / City of London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 211 226 244
Rank change year-on-year +15 +18  
Permanent jobs citing Data Architecture 22 38 79
As % of all permanent IT jobs advertised in the City of London 0.43% 0.59% 0.78%
As % of the Processes & Methodologies category 0.48% 0.66% 0.87%
Number of salaries quoted 19 31 67
Median salary £68,250 £67,500 £65,000
Median salary % change year-on-year +1.11% +3.84%  
90% offered a salary of more than £45,000 £52,500 £46,200
10% offered a salary of more than £85,000 £80,000 £86,000
UK excluding London median salary £56,993 £57,500 £55,000
% change year-on-year -0.88% +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 City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4609 5788 9089
As % of all permanent IT job vacancies advertised in the City of London 89.15% 90.56% 89.23%
Number of salaries quoted 4072 5275 7778
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £40,000
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London 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 City of London

Data Architecture
Salary Trend in the City of London

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

Salary trend for Data Architecture in the City of London

Data Architecture
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Architecture in the City of London over the 3 months to 27 June 2017.

Salary histogram for Data Architecture in the City of London

For the 6 months to 27 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 City of London region with a requirement for Data Architecture.

1 23 (41.82%) Analytical Skills
2 22 (40.00%) Finance
3 20 (36.36%) SQL
4 19 (34.55%) Advertising
4 19 (34.55%) Degree
5 17 (30.91%) Data Warehouse
5 17 (30.91%) Data Modelling
5 17 (30.91%) ETL
5 17 (30.91%) Mentoring
6 15 (27.27%) Business Intelligence
6 15 (27.27%) Migration
7 14 (25.45%) Data Management
8 13 (23.64%) Computer Science
8 13 (23.64%) Analytics
9 12 (21.82%) Big Data
9 12 (21.82%) Monetization
9 12 (21.82%) Data Migration
9 12 (21.82%) Marketing
9 12 (21.82%) PhD
9 12 (21.82%) Postgraduate
10 11 (20.00%) Data Analysis
10 11 (20.00%) Master Data Management
11 10 (18.18%) Data Structures
11 10 (18.18%) Enterprise Architecture
12 9 (16.36%) Data Cleansing
12 9 (16.36%) CRM
12 9 (16.36%) Kafka
12 9 (16.36%) Apache Hive
13 8 (14.55%) NoSQL
13 8 (14.55%) Hadoop

Data Architecture
Co-occurring IT Skills in the City of London 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 8 (14.55%) Apache Spark
2 3 (5.45%) Apache Solr
3 1 (1.82%) Elasticsearch
Applications
1 4 (7.27%) Microsoft Excel
2 3 (5.45%) Microsoft Office
2 3 (5.45%) Microsoft Project
2 3 (5.45%) MS Visio
3 1 (1.82%) Gephi
Business Applications
1 3 (5.45%) Markit EDM
Cloud Services
1 7 (12.73%) SaaS
1 7 (12.73%) Yammer
2 2 (3.64%) Amazon AWS
2 2 (3.64%) Microsoft Azure
3 1 (1.82%) Amazon S3
Communications & Networking
1 1 (1.82%) ATM
1 1 (1.82%) BGP
1 1 (1.82%) Cisco IOS
1 1 (1.82%) DHCP
1 1 (1.82%) DNS
1 1 (1.82%) Firewall
1 1 (1.82%) Frame Relay
1 1 (1.82%) MPLS
1 1 (1.82%) Multicast
1 1 (1.82%) Network Security
1 1 (1.82%) OSPF
1 1 (1.82%) PPP
1 1 (1.82%) VLAN
1 1 (1.82%) VPN
1 1 (1.82%) Wireshark
Database & Business Intelligence
1 17 (30.91%) Data Warehouse
2 12 (21.82%) Big Data
3 9 (16.36%) Apache Hive
4 8 (14.55%) Hadoop
4 8 (14.55%) NoSQL
4 8 (14.55%) SQL Server Integration Services
4 8 (14.55%) SQL Server Reporting Services
4 8 (14.55%) Sqoop
5 7 (12.73%) SQL Server Analysis Services
6 6 (10.91%) QlikView
6 6 (10.91%) RDBMS
6 6 (10.91%) Relational Database
6 6 (10.91%) SQL Server
7 5 (9.09%) HAWQ
8 4 (7.27%) Data Mining
8 4 (7.27%) Qlik Sense
9 3 (5.45%) Data Lake
9 3 (5.45%) Data Mart
9 3 (5.45%) Impala
9 3 (5.45%) MarkLogic
Development Applications
1 7 (12.73%) Talend Open Studio
2 3 (5.45%) ERwin
3 1 (1.82%) SQL Server Management Studio (SSMS)
General
1 22 (40.00%) Finance
2 19 (34.55%) Advertising
3 12 (21.82%) Marketing
4 7 (12.73%) Back Office
5 6 (10.91%) Legal
6 4 (7.27%) Front Office
7 2 (3.64%) Retail
8 1 (1.82%) Banking
8 1 (1.82%) Law
Job Titles
1 28 (50.91%) Architect
2 19 (34.55%) Data Architect
3 11 (20.00%) Developer
4 10 (18.18%) Enterprise Architect
5 8 (14.55%) Business Intelligence Developer
6 7 (12.73%) Platform Architect
7 5 (9.09%) Analyst
7 5 (9.09%) Business Intelligence Lead
7 5 (9.09%) Enterprise Data Architect
7 5 (9.09%) Lead Developer
7 5 (9.09%) SQL Developer
8 4 (7.27%) Business Developer
8 4 (7.27%) Data Engineer
8 4 (7.27%) Support Analyst
8 4 (7.27%) Technical Analyst
8 4 (7.27%) Technical Support
8 4 (7.27%) Technical Support Analyst
9 3 (5.45%) Big Data Engineer
9 3 (5.45%) Hadoop Architect
9 3 (5.45%) Head of Digital
Libraries, Frameworks & Software Standards
1 9 (16.36%) Kafka
2 4 (7.27%) .NET
2 4 (7.27%) .NET Framework
2 4 (7.27%) ASP.NET
3 1 (1.82%) D3.js
Miscellaneous
1 23 (41.82%) Analytical Skills
2 13 (23.64%) Computer Science
3 10 (18.18%) Data Structures
4 4 (7.27%) Management Information System
5 2 (3.64%) NHS
5 2 (3.64%) PMI
6 1 (1.82%) Algorithms
6 1 (1.82%) Credit Risk
6 1 (1.82%) Fintech
6 1 (1.82%) Reference Data
Operating Systems
1 4 (7.27%) Linux
2 3 (5.45%) Mac OS X
2 3 (5.45%) Windows
Processes & Methodologies
1 17 (30.91%) Data Modelling
1 17 (30.91%) ETL
1 17 (30.91%) Mentoring
2 15 (27.27%) Business Intelligence
2 15 (27.27%) Migration
3 14 (25.45%) Data Management
4 13 (23.64%) Analytics
5 12 (21.82%) Data Migration
5 12 (21.82%) Monetization
6 11 (20.00%) Data Analysis
6 11 (20.00%) Master Data Management
7 10 (18.18%) Enterprise Architecture
8 9 (16.36%) CRM
8 9 (16.36%) Data Cleansing
9 8 (14.55%) Stakeholder Management
10 7 (12.73%) API Integration
10 7 (12.73%) Data Integration
11 6 (10.91%) Agile Software Development
12 5 (9.09%) Data Ingestion
12 5 (9.09%) Mathematics
Programming Languages
1 20 (36.36%) SQL
2 6 (10.91%) Python
2 6 (10.91%) R
3 5 (9.09%) C
3 5 (9.09%) T-SQL
4 4 (7.27%) C#
4 4 (7.27%) MATLAB
4 4 (7.27%) VBA
5 1 (1.82%) Java
5 1 (1.82%) Scala
Qualifications
1 19 (34.55%) Degree
2 12 (21.82%) PhD
2 12 (21.82%) Postgraduate
3 3 (5.45%) DV Cleared
3 3 (5.45%) Security Cleared
4 2 (3.64%) APMP
4 2 (3.64%) PMI Certification
4 2 (3.64%) PMP
5 1 (1.82%) CCDA
5 1 (1.82%) CCNA
5 1 (1.82%) Cisco Certification
Quality Assurance & Compliance
1 4 (7.27%) Data Quality
1 4 (7.27%) GDPR
2 2 (3.64%) P3O
3 1 (1.82%) SLA
System Software
1 8 (14.55%) Apache Flume
2 5 (9.09%) HDFS
3 1 (1.82%) Docker
Systems Management
1 3 (5.45%) Control-M
2 1 (1.82%) Cisco Prime
Vendors
1 7 (12.73%) Oracle
1 7 (12.73%) Talend
2 6 (10.91%) Cloudera
2 6 (10.91%) Microsoft
3 4 (7.27%) Bloomberg
3 4 (7.27%) Cisco
3 4 (7.27%) FactSet
4 3 (5.45%) IBM
4 3 (5.45%) Informatica
5 2 (3.64%) Cognos
5 2 (3.64%) Tableau
6 1 (1.82%) NetQoS
6 1 (1.82%) Splunk
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: 5 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 3 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 3 days ago