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

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Architecture
London / City of London
Rank 178 190 264
Rank change year-on-year
+12 +74
Permanent jobs citing Data Architecture 41 74 53
As % of all permanent IT jobs located in the City of London 0.83% 1.08% 0.51%
As % of the Processes & Methodologies category 0.92% 1.21% 0.59%
Number of salaries quoted 37 71 47
Median salary £110,000 £75,000 £70,000
Median salary % change year-on-year
+46.66% +7.14%
90% offered a salary of more than £48,500 £52,500 £50,000
10% offered a salary of more than £112,500 £87,500 £81,300
UK excluding London median salary £58,500 £61,500 £60,000
% change year-on-year
-4.87% +2.50%

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
4436 6127 8978
As % of all permanent IT jobs located in the City of London 89.80% 89.62% 86.94%
Number of salaries quoted 4040 5436 7627
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 £37,500
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend in the 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 25 February 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 25 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 City of London region with a requirement for Data Architecture.

1 34 (44.16%) Mentoring
1 34 (44.16%) Analytical Skills
2 33 (42.86%) Degree
3 32 (41.56%) Computer Science
4 31 (40.26%) PhD
5 30 (38.96%) Postgraduate
5 30 (38.96%) Advertising
6 28 (36.36%) SQL
7 26 (33.77%) Finance
8 25 (32.47%) Data Management
8 25 (32.47%) Marketing
8 25 (32.47%) Business Intelligence
9 24 (31.17%) Big Data
10 23 (29.87%) Oracle
10 23 (29.87%) ETL
11 21 (27.27%) Analytics
12 20 (25.97%) Master Data Management
12 20 (25.97%) Data Modelling
13 19 (24.68%) Apache Hive
14 17 (22.08%) NoSQL
14 17 (22.08%) Sqoop
14 17 (22.08%) HDFS
14 17 (22.08%) Apache Flume
14 17 (22.08%) Data Warehouse
14 17 (22.08%) CRM
15 16 (20.78%) Back Office
15 16 (20.78%) Enterprise Architecture
15 16 (20.78%) SaaS
15 16 (20.78%) Yammer
15 16 (20.78%) API Integration

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 4 (5.19%) Apache Pig
1 4 (5.19%) Apache Spark
2 1 (1.30%) Elasticsearch
2 1 (1.30%) FileNet
2 1 (1.30%) Oracle SOA Suite
2 1 (1.30%) SAS
Applications
1 2 (2.60%) MS Excel
2 1 (1.30%) Gephi
2 1 (1.30%) MS Office
2 1 (1.30%) MS Project
2 1 (1.30%) MS Visio
Business Applications
1 2 (2.60%) Markit EDM
2 1 (1.30%) Oracle Retail
Cloud Services
1 16 (20.78%) SaaS
1 16 (20.78%) Yammer
2 6 (7.79%) Amazon AWS
3 2 (2.60%) Amazon S3
4 1 (1.30%) Amazon Kinesis
4 1 (1.30%) Amazon SQS
Communications & Networking
1 1 (1.30%) LAN
1 1 (1.30%) WAN
Database & Business Intelligence
1 24 (31.17%) Big Data
2 19 (24.68%) Apache Hive
3 17 (22.08%) Data Warehouse
3 17 (22.08%) NoSQL
3 17 (22.08%) Sqoop
4 14 (18.18%) HAWQ
4 14 (18.18%) SQL Server
5 12 (15.58%) SQL Server Integration Services
6 9 (11.69%) Hadoop
7 8 (10.39%) SQL Server Reporting Services
8 7 (9.09%) SQL Server Analysis Services
9 6 (7.79%) Data Mining
9 6 (7.79%) RDBMS
9 6 (7.79%) Relational Database
10 4 (5.19%) QlikView
11 3 (3.90%) PowerCenter
12 2 (2.60%) Amazon Redshift
12 2 (2.60%) Microsoft Analysis Services
12 2 (2.60%) MongoDB
12 2 (2.60%) MySQL
Development Applications
1 2 (2.60%) Team Foundation Server
2 1 (1.30%) ERwin
General
1 30 (38.96%) Advertising
2 26 (33.77%) Finance
3 25 (32.47%) Marketing
4 16 (20.78%) Back Office
5 3 (3.90%) Banking
6 2 (2.60%) Legal
6 2 (2.60%) Retail
7 1 (1.30%) Investment Banking
Job Titles
1 44 (57.14%) Architect
2 27 (35.06%) Data Architect
3 20 (25.97%) Enterprise Architect
4 16 (20.78%) Enterprise Data Architect
4 16 (20.78%) Platform Architect
5 15 (19.48%) Developer
6 10 (12.99%) Business Intelligence Developer
7 8 (10.39%) Business Developer
8 6 (7.79%) SQL Developer
9 5 (6.49%) Data Engineer
10 4 (5.19%) Big Data Engineer
10 4 (5.19%) Business Intelligence Lead
10 4 (5.19%) DBA
10 4 (5.19%) Lead Developer
11 3 (3.90%) Administrator
11 3 (3.90%) Data Manager
11 3 (3.90%) Informatica Developer
11 3 (3.90%) Oracle Developer
11 3 (3.90%) PL/SQL Developer
11 3 (3.90%) SQL DBA
Libraries, Frameworks & Software Standards
1 15 (19.48%) Kafka
2 4 (5.19%) Web Services
3 3 (3.90%) .NET
4 2 (2.60%) RabbitMQ
4 2 (2.60%) XML
5 1 (1.30%) .NET Framework
5 1 (1.30%) D3.js
5 1 (1.30%) JSON
5 1 (1.30%) Natural Language Processing
5 1 (1.30%) REST
5 1 (1.30%) SOAP
5 1 (1.30%) WSDL
5 1 (1.30%) XSD
Miscellaneous
1 34 (44.16%) Analytical Skills
2 32 (41.56%) Computer Science
3 5 (6.49%) Credit Risk
4 4 (5.19%) Data Structures
5 3 (3.90%) Fintech
5 3 (3.90%) User Experience
6 2 (2.60%) Management Information System
7 1 (1.30%) Algorithms
7 1 (1.30%) Derivative
7 1 (1.30%) Equity Derivative
7 1 (1.30%) Fixed Income
7 1 (1.30%) Hedge funds
7 1 (1.30%) Linked Data
7 1 (1.30%) PMI
7 1 (1.30%) Reference Data
Operating Systems
1 3 (3.90%) Linux
Processes & Methodologies
1 34 (44.16%) Mentoring
2 25 (32.47%) Business Intelligence
2 25 (32.47%) Data Management
3 23 (29.87%) ETL
4 21 (27.27%) Analytics
5 20 (25.97%) Data Modelling
5 20 (25.97%) Master Data Management
6 17 (22.08%) CRM
7 16 (20.78%) API Integration
7 16 (20.78%) Enterprise Architecture
8 14 (18.18%) Data Ingestion
9 11 (14.29%) Data Governance
10 8 (10.39%) Open Source
11 7 (9.09%) Data Integration
12 6 (7.79%) Data Cleansing
13 5 (6.49%) Logical Data Model
13 5 (6.49%) Machine Learning
13 5 (6.49%) Migration
13 5 (6.49%) Web Analytics
14 4 (5.19%) Agile Software Development
Programming Languages
1 28 (36.36%) SQL
2 14 (18.18%) C
3 8 (10.39%) T-SQL
4 7 (9.09%) Python
5 5 (6.49%) Java
6 3 (3.90%) C#
6 3 (3.90%) PL/SQL
7 1 (1.30%) R
7 1 (1.30%) Scala
Qualifications
1 33 (42.86%) Degree
2 31 (40.26%) PhD
3 30 (38.96%) Postgraduate
4 1 (1.30%) APMP
4 1 (1.30%) PMI Certification
4 1 (1.30%) PMP
Quality Assurance & Compliance
1 8 (10.39%) Data Quality
2 1 (1.30%) P3O
System Software
1 17 (22.08%) Apache Flume
1 17 (22.08%) HDFS
2 1 (1.30%) Docker
Systems Management
1 1 (1.30%) Control-M
1 1 (1.30%) Failover Clustering
Vendors
1 23 (29.87%) Oracle
2 6 (7.79%) Informatica
3 5 (6.49%) Microsoft
3 5 (6.49%) Tableau
4 3 (3.90%) Ab Initio
5 2 (2.60%) MicroStrategy
6 1 (1.30%) Bloomberg
6 1 (1.30%) CA
6 1 (1.30%) Cognos
6 1 (1.30%) IBM
6 1 (1.30%) MapR
6 1 (1.30%) RedGate
6 1 (1.30%) RIMES
6 1 (1.30%) Teradata
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Up to £100,000 + Benefits package including bonus
Posted: 4 days ago
City, London
HCA Hospitals
Salary: £35000 - £40000 per annum + Excellent bens incl. private health
Posted: 2 days ago
City of London
British Red Cross
Salary: £50000 - £57000 per annum + benefits
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 6 days ago