The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the City of London 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
London / City of London
Rank 186 212 249
Rank change year-on-year
+26 +37
Permanent jobs citing Data Architecture 42 46 55
As % of all permanent IT jobs located in the City of London 0.84% 0.72% 0.55%
As % of the Processes & Methodologies category 0.95% 0.82% 0.64%
Number of salaries quoted 40 44 52
Median salary £110,000 £75,000 £65,000
Median salary % change year-on-year
+46.66% +15.38%
90% offered a salary of more than £42,500 £55,000 £48,600
10% offered a salary of more than £112,500 £95,000 £85,000
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 City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4408 5641 8570
As % of all permanent IT jobs located in the City of London 87.79% 88.60% 85.49%
Number of salaries quoted 3993 5038 7427
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £39,000
10% offered a salary of more than £90,000 £82,500 £87,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London 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 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 across the City of London region.

Data Architecture Salary Trend in the City of London

Data Architecture
Salary Histogram in the City of London

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

Data Architecture Salary Histogram in the City of London

Data Architecture
Top 30 Related IT Skills in the City of London

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 City of London region with a requirement for Data Architecture.

1 37 (43.53%) ETL
2 34 (40.00%) SQL
3 31 (36.47%) Data Modelling
4 29 (34.12%) Business Intelligence
4 29 (34.12%) Analytical Skills
5 28 (32.94%) Oracle
6 25 (29.41%) Data Management
6 25 (29.41%) Mentoring
7 24 (28.24%) Analytics
7 24 (28.24%) Finance
7 24 (28.24%) Degree
8 23 (27.06%) Big Data
9 22 (25.88%) Computer Science
9 22 (25.88%) Data Warehouse
9 22 (25.88%) PhD
10 21 (24.71%) Postgraduate
10 21 (24.71%) Advertising
11 20 (23.53%) Marketing
11 20 (23.53%) SQL Server
12 17 (20.00%) SQL Server Integration Services
13 15 (17.65%) Data Governance
14 14 (16.47%) NoSQL
14 14 (16.47%) Master Data Management
15 13 (15.29%) Apache Hive
15 13 (15.29%) Hadoop
15 13 (15.29%) SaaS
15 13 (15.29%) Enterprise Architecture
15 13 (15.29%) CRM
16 12 (14.12%) Back Office
16 12 (14.12%) Open Source

Data Architecture
Top Related 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 5 (5.88%) Apache Spark
2 4 (4.71%) Apache Pig
3 3 (3.53%) SAS
4 1 (1.18%) Elasticsearch
4 1 (1.18%) FileNet
4 1 (1.18%) Oracle SOA Suite
Applications
1 2 (2.35%) Gephi
1 2 (2.35%) MS Excel
Business Applications
1 4 (4.71%) Markit EDM
2 1 (1.18%) Oracle Retail
Cloud Services
1 13 (15.29%) SaaS
2 12 (14.12%) Yammer
3 6 (7.06%) Amazon AWS
4 1 (1.18%) Amazon Kinesis
4 1 (1.18%) Amazon S3
4 1 (1.18%) Amazon SQS
4 1 (1.18%) Google Cloud Platform
Communications & Networking
1 1 (1.18%) LAN
1 1 (1.18%) WAN
Database & Business Intelligence
1 23 (27.06%) Big Data
2 22 (25.88%) Data Warehouse
3 20 (23.53%) SQL Server
4 17 (20.00%) SQL Server Integration Services
5 14 (16.47%) NoSQL
6 13 (15.29%) Apache Hive
6 13 (15.29%) Hadoop
7 12 (14.12%) Sqoop
8 11 (12.94%) SQL Server Reporting Services
9 9 (10.59%) HAWQ
10 6 (7.06%) Data Mining
10 6 (7.06%) PowerCenter
10 6 (7.06%) RDBMS
10 6 (7.06%) Relational Database
10 6 (7.06%) SQL Server Analysis Services
11 5 (5.88%) QlikView
12 4 (4.71%) MongoDB
13 3 (3.53%) BusinessObjects
13 3 (3.53%) DataStage
13 3 (3.53%) Pentaho
Development Applications
1 4 (4.71%) ERwin
2 2 (2.35%) Team Foundation Server
3 1 (1.18%) JIRA
General
1 24 (28.24%) Finance
2 21 (24.71%) Advertising
3 20 (23.53%) Marketing
4 12 (14.12%) Back Office
5 8 (9.41%) Banking
6 5 (5.88%) Investment Banking
7 2 (2.35%) Front Office
7 2 (2.35%) Retail
8 1 (1.18%) Corporate Banking
8 1 (1.18%) Manufacturing
8 1 (1.18%) Telecoms
Job Titles
1 45 (52.94%) Architect
2 30 (35.29%) Data Architect
3 20 (23.53%) Developer
4 12 (14.12%) Platform Architect
5 11 (12.94%) Enterprise Architect
5 11 (12.94%) Enterprise Data Architect
6 10 (11.76%) Business Intelligence Developer
7 8 (9.41%) Business Developer
7 8 (9.41%) SQL Developer
8 6 (7.06%) Informatica Developer
8 6 (7.06%) SQL Server Architect
9 5 (5.88%) Data Engineer
9 5 (5.88%) Oracle Developer
9 5 (5.88%) PL/SQL Developer
10 4 (4.71%) Big Data Engineer
10 4 (4.71%) Business Intelligence Lead
10 4 (4.71%) DBA
10 4 (4.71%) Lead Data Architect
10 4 (4.71%) Lead Developer
10 4 (4.71%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (11.76%) Kafka
2 4 (4.71%) Web Services
3 3 (3.53%) .NET
4 2 (2.35%) D3.js
4 2 (2.35%) RabbitMQ
4 2 (2.35%) XML
5 1 (1.18%) .NET Framework
5 1 (1.18%) JSON
5 1 (1.18%) Natural Language Processing
5 1 (1.18%) REST
5 1 (1.18%) SOAP
5 1 (1.18%) WSDL
5 1 (1.18%) XSD
Miscellaneous
1 29 (34.12%) Analytical Skills
2 22 (25.88%) Computer Science
3 11 (12.94%) Data Integration
4 6 (7.06%) User Experience
4 6 (7.06%) Visualisation
5 4 (4.71%) Credit Risk
5 4 (4.71%) Data Structures
6 3 (3.53%) Fintech
7 2 (2.35%) Derivative
7 2 (2.35%) Fixed Income
7 2 (2.35%) Management Information System
7 2 (2.35%) Neural Network
8 1 (1.18%) Algorithms
8 1 (1.18%) Equity Derivative
8 1 (1.18%) Hedge funds
8 1 (1.18%) Linked Data
Operating Systems
1 3 (3.53%) Linux
Processes & Methodologies
1 37 (43.53%) ETL
2 31 (36.47%) Data Modelling
3 29 (34.12%) Business Intelligence
4 25 (29.41%) Data Management
4 25 (29.41%) Mentoring
5 24 (28.24%) Analytics
6 15 (17.65%) Data Governance
7 14 (16.47%) Master Data Management
8 13 (15.29%) CRM
8 13 (15.29%) Enterprise Architecture
9 12 (14.12%) API Integration
9 12 (14.12%) Open Source
10 9 (10.59%) Agile Software Development
10 9 (10.59%) Data Ingestion
10 9 (10.59%) Logical Data Model
11 8 (9.41%) Information Architecture
11 8 (9.41%) Migration
12 7 (8.24%) Machine Learning
12 7 (8.24%) Performance Tuning
13 6 (7.06%) Data Analytics
Programming Languages
1 34 (40.00%) SQL
2 11 (12.94%) T-SQL
3 10 (11.76%) C
4 8 (9.41%) Python
5 7 (8.24%) Java
6 5 (5.88%) PL/SQL
7 3 (3.53%) C#
8 2 (2.35%) JavaScript
8 2 (2.35%) R
9 1 (1.18%) Scala
Qualifications
1 24 (28.24%) Degree
2 22 (25.88%) PhD
3 21 (24.71%) Postgraduate
Quality Assurance & Compliance
1 8 (9.41%) Data Quality
System Software
1 12 (14.12%) Apache Flume
1 12 (14.12%) HDFS
2 1 (1.18%) Docker
Systems Management
1 1 (1.18%) Failover Clustering
Vendors
1 28 (32.94%) Oracle
2 11 (12.94%) Informatica
3 10 (11.76%) Tableau
4 8 (9.41%) Microsoft
5 5 (5.88%) Ab Initio
6 3 (3.53%) CA
6 3 (3.53%) IBM
6 3 (3.53%) MapR
6 3 (3.53%) Teradata
7 2 (2.35%) Cognos
7 2 (2.35%) MicroStrategy
8 1 (1.18%) Bloomberg
8 1 (1.18%) Cloudera
8 1 (1.18%) Google
8 1 (1.18%) Hortonworks
8 1 (1.18%) RedGate
8 1 (1.18%) RIMES
8 1 (1.18%) Splunk
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: Yesterday
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
Posted: 3 days ago
City, London
JM
Salary: £100000 - £125000 per annum + Car, Benefits and Bonus Package
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: Yesterday