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 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
London / City of London
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 194 190 271
Rank change year-on-year -4 +81  
Permanent jobs citing Data Architecture 34 73 56
As % of all permanent IT jobs advertised in the City of London 0.66% 1.01% 0.54%
As % of the Processes & Methodologies category 0.73% 1.12% 0.61%
Number of salaries quoted 31 69 47
Median salary £75,000 £75,000 £75,000
90% offered a salary of more than £42,500 £52,000 £55,000
10% offered a salary of more than £112,500 £86,000 £81,100
UK excluding London median salary £56,986 £57,500 £60,000
% change year-on-year -0.89% -4.16%  

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 4682 6500 9143
As % of all permanent IT job vacancies advertised in the City of London 90.46% 90.28% 87.85%
Number of salaries quoted 4276 5788 7697
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 £41,000 £41,500 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 30 March 2017.

Salary histogram for Data Architecture in the City of London

For the 6 months to 30 March 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 36 (47.37%) Analytical Skills
2 34 (44.74%) Mentoring
3 33 (43.42%) Degree
4 32 (42.11%) Advertising
5 31 (40.79%) Computer Science
5 31 (40.79%) PhD
6 30 (39.47%) Postgraduate
7 27 (35.53%) Finance
8 25 (32.89%) Data Management
8 25 (32.89%) Big Data
9 24 (31.58%) SQL
10 23 (30.26%) Business Intelligence
10 23 (30.26%) Marketing
11 20 (26.32%) Oracle
11 20 (26.32%) Master Data Management
12 19 (25.00%) Data Modelling
13 18 (23.68%) ETL
13 18 (23.68%) Analytics
13 18 (23.68%) Kafka
13 18 (23.68%) Apache Hive
14 17 (22.37%) CRM
15 16 (21.05%) Data Warehouse
15 16 (21.05%) Back Office
15 16 (21.05%) Enterprise Architecture
15 16 (21.05%) Apache Flume
15 16 (21.05%) Sqoop
15 16 (21.05%) SaaS
15 16 (21.05%) NoSQL
15 16 (21.05%) Yammer
15 16 (21.05%) API Integration

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 7 (9.21%) Apache Spark
2 2 (2.63%) Apache Pig
3 1 (1.32%) Apache Solr
3 1 (1.32%) Elasticsearch
3 1 (1.32%) Oracle SOA Suite
3 1 (1.32%) SAS
Applications
1 3 (3.95%) MS Excel
1 3 (3.95%) MS Office
1 3 (3.95%) MS Project
1 3 (3.95%) MS Visio
2 1 (1.32%) Gephi
Business Applications
1 4 (5.26%) Markit EDM
2 1 (1.32%) Oracle Retail
Cloud Services
1 16 (21.05%) SaaS
1 16 (21.05%) Yammer
2 3 (3.95%) Amazon AWS
3 2 (2.63%) Amazon S3
4 1 (1.32%) Amazon Kinesis
4 1 (1.32%) Amazon SQS
Communications & Networking
1 1 (1.32%) ATM
1 1 (1.32%) BGP
1 1 (1.32%) Cisco IOS
1 1 (1.32%) DHCP
1 1 (1.32%) DNS
1 1 (1.32%) Firewall
1 1 (1.32%) Frame Relay
1 1 (1.32%) MPLS
1 1 (1.32%) Multicast
1 1 (1.32%) Network Security
1 1 (1.32%) OSPF
1 1 (1.32%) PPP
1 1 (1.32%) VLAN
1 1 (1.32%) VPN
1 1 (1.32%) Wireshark
Database & Business Intelligence
1 25 (32.89%) Big Data
2 18 (23.68%) Apache Hive
3 16 (21.05%) Data Warehouse
3 16 (21.05%) NoSQL
3 16 (21.05%) Sqoop
4 14 (18.42%) HAWQ
5 11 (14.47%) SQL Server
5 11 (14.47%) SQL Server Integration Services
6 10 (13.16%) Hadoop
7 7 (9.21%) RDBMS
7 7 (9.21%) Relational Database
7 7 (9.21%) SQL Server Analysis Services
8 6 (7.89%) SQL Server Reporting Services
9 5 (6.58%) Data Mining
10 4 (5.26%) QlikView
11 3 (3.95%) Data Lake
11 3 (3.95%) Data Mart
11 3 (3.95%) Impala
11 3 (3.95%) MarkLogic
12 2 (2.63%) MongoDB
Development Applications
1 4 (5.26%) ERwin
2 3 (3.95%) Talend Open Studio
3 2 (2.63%) Team Foundation Server
General
1 32 (42.11%) Advertising
2 27 (35.53%) Finance
3 23 (30.26%) Marketing
4 16 (21.05%) Back Office
5 6 (7.89%) Legal
6 2 (2.63%) Retail
7 1 (1.32%) Banking
7 1 (1.32%) Law
Job Titles
1 45 (59.21%) Architect
2 26 (34.21%) Data Architect
3 19 (25.00%) Enterprise Architect
4 16 (21.05%) Platform Architect
5 15 (19.74%) Enterprise Data Architect
6 14 (18.42%) Developer
7 10 (13.16%) Business Intelligence Developer
8 8 (10.53%) Business Developer
9 6 (7.89%) SQL Developer
10 4 (5.26%) Business Intelligence Lead
10 4 (5.26%) Data Engineer
10 4 (5.26%) DBA
10 4 (5.26%) Lead Developer
11 3 (3.95%) Administrator
11 3 (3.95%) Big Data Architect
11 3 (3.95%) Big Data Engineer
11 3 (3.95%) Data Manager
11 3 (3.95%) Hadoop Architect
11 3 (3.95%) SQL DBA
12 2 (2.63%) Integration Manager
Libraries, Frameworks & Software Standards
1 18 (23.68%) Kafka
2 2 (2.63%) .NET
3 1 (1.32%) D3.js
3 1 (1.32%) Web Services
Miscellaneous
1 36 (47.37%) Analytical Skills
2 31 (40.79%) Computer Science
3 5 (6.58%) Data Structures
4 3 (3.95%) Credit Risk
4 3 (3.95%) Fintech
5 2 (2.63%) PMI
6 1 (1.32%) Algorithms
6 1 (1.32%) Derivative
6 1 (1.32%) Equity Derivative
6 1 (1.32%) Fixed Income
6 1 (1.32%) Hedge funds
6 1 (1.32%) Management Information System
6 1 (1.32%) NHS
6 1 (1.32%) Reference Data
6 1 (1.32%) User Experience
Operating Systems
1 2 (2.63%) Linux
2 1 (1.32%) Mac OS X
2 1 (1.32%) Windows
Processes & Methodologies
1 34 (44.74%) Mentoring
2 25 (32.89%) Data Management
3 23 (30.26%) Business Intelligence
4 20 (26.32%) Master Data Management
5 19 (25.00%) Data Modelling
6 18 (23.68%) Analytics
6 18 (23.68%) ETL
7 17 (22.37%) CRM
8 16 (21.05%) API Integration
8 16 (21.05%) Enterprise Architecture
9 14 (18.42%) Data Ingestion
10 9 (11.84%) Data Cleansing
11 8 (10.53%) Data Governance
12 7 (9.21%) Data Integration
13 6 (7.89%) Agile Software Development
14 5 (6.58%) Data Analysis
14 5 (6.58%) ETL Development
14 5 (6.58%) Migration
14 5 (6.58%) Open Source
14 5 (6.58%) Stakeholder Management
Programming Languages
1 24 (31.58%) SQL
2 14 (18.42%) C
3 8 (10.53%) T-SQL
4 5 (6.58%) Python
5 3 (3.95%) C#
5 3 (3.95%) Java
6 1 (1.32%) PL/SQL
6 1 (1.32%) R
6 1 (1.32%) Scala
Qualifications
1 33 (43.42%) Degree
2 31 (40.79%) PhD
3 30 (39.47%) Postgraduate
4 2 (2.63%) APMP
4 2 (2.63%) PMI Certification
4 2 (2.63%) PMP
5 1 (1.32%) CCDA
5 1 (1.32%) CCNA
5 1 (1.32%) Cisco Certification
5 1 (1.32%) DV Cleared
5 1 (1.32%) Security Cleared
Quality Assurance & Compliance
1 7 (9.21%) Data Quality
2 2 (2.63%) GDPR
2 2 (2.63%) P3O
3 1 (1.32%) SLA
System Software
1 16 (21.05%) Apache Flume
2 15 (19.74%) HDFS
3 1 (1.32%) Docker
Systems Management
1 3 (3.95%) Control-M
2 1 (1.32%) Cisco Prime
2 1 (1.32%) Failover Clustering
Vendors
1 20 (26.32%) Oracle
2 6 (7.89%) Informatica
2 6 (7.89%) Microsoft
3 5 (6.58%) Tableau
4 4 (5.26%) Cisco
4 4 (5.26%) Cloudera
4 4 (5.26%) IBM
5 3 (3.95%) Talend
6 2 (2.63%) Ab Initio
6 2 (2.63%) MicroStrategy
7 1 (1.32%) Bloomberg
7 1 (1.32%) CA
7 1 (1.32%) Cognos
7 1 (1.32%) MapR
7 1 (1.32%) NetQoS
7 1 (1.32%) RedGate
7 1 (1.32%) RIMES
7 1 (1.32%) Splunk
7 1 (1.32%) Teradata
City, London
JM
Salary: £70000 - £80000 per annum + bonus and pension
Posted: Yesterday
City, London
Tiro Partners
Salary: £80000 - £100000 per annum + + benefits
Posted: Yesterday
City, London
Accenture
Salary: Competitive
Posted: 22 days ago