The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
London / City of London
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 121 97 122
Rank change year-on-year -24 +25  
Permanent jobs citing Data Analysis 113 206 229
As % of all permanent IT jobs advertised in the City of London 2.20% 2.89% 2.19%
As % of the Processes & Methodologies category 2.43% 3.19% 2.50%
Number of salaries quoted 105 170 196
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% -  
90% offered a salary of more than £37,500 £33,500 £30,000
10% offered a salary of more than £67,500 £80,000 £70,750
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis 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 4641 6448 9164
As % of all permanent IT job vacancies advertised in the City of London 90.52% 90.31% 87.80%
Number of salaries quoted 4239 5742 7723
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 £42,000 £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 Analysis
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in the City of London

Data Analysis
Salary Trend in the City of London

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

Salary trend for Data Analysis in the City of London

Data Analysis
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Analysis in the City of London over the 3 months to 28 March 2017.

Salary histogram for Data Analysis in the City of London

Data Analysis
Top 30 Co-occurring IT Skills in the City of London

For the 6 months to 28 March 2017, IT jobs citing Data Analysis 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 Analysis.

1 120 (50.63%) SQL
2 106 (44.73%) Finance
3 88 (37.13%) Analytical Skills
4 59 (24.89%) Degree
5 56 (23.63%) Microsoft
6 47 (19.83%) Project Management
7 45 (18.99%) Banking
8 42 (17.72%) Business Intelligence
8 42 (17.72%) Analytics
9 40 (16.88%) Agile Software Development
10 38 (16.03%) MS Excel
11 36 (15.19%) Python
12 35 (14.77%) Stakeholder Management
13 32 (13.50%) MS PowerPoint
14 29 (12.24%) Data Warehouse
14 29 (12.24%) User Acceptance Testing
15 28 (11.81%) Data Modelling
15 28 (11.81%) MS Office
15 28 (11.81%) Legal
15 28 (11.81%) Validation
16 27 (11.39%) CRM
16 27 (11.39%) Data Quality
17 26 (10.97%) R
17 26 (10.97%) SQL Server
18 25 (10.55%) Management Information System
18 25 (10.55%) Business Analysis
19 23 (9.70%) Data Management
19 23 (9.70%) Mathematics
20 22 (9.28%) PCI DSS
20 22 (9.28%) PCI QSA

Data Analysis
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 17 (7.17%) SAS
2 7 (2.95%) Apache Spark
3 4 (1.69%) Apache Pig
3 4 (1.69%) SharePoint
4 3 (1.27%) Confluence
5 1 (0.42%) Apache
5 1 (0.42%) Apache Solr
5 1 (0.42%) BizTalk Server
5 1 (0.42%) CMS
5 1 (0.42%) IIS
5 1 (0.42%) SugarCRM
Applications
1 38 (16.03%) MS Excel
2 32 (13.50%) MS PowerPoint
3 28 (11.81%) MS Office
4 12 (5.06%) SPSS
5 4 (1.69%) GNU Octave
5 4 (1.69%) Spreadsheet
6 3 (1.27%) MS Project
6 3 (1.27%) MS Visio
6 3 (1.27%) Stata
Business Applications
1 3 (1.27%) CaseMap
1 3 (1.27%) NetSuite
1 3 (1.27%) Relativity
2 1 (0.42%) Dynamics CRM
2 1 (0.42%) Markit EDM
2 1 (0.42%) Northgate Housing
2 1 (0.42%) Oracle Cash Management
2 1 (0.42%) Salesforce.com CRM
Cloud Services
1 8 (3.38%) GitHub
2 5 (2.11%) Google Analytics
3 3 (1.27%) SaaS
4 2 (0.84%) AdWords
4 2 (0.84%) Cloud Computing
4 2 (0.84%) NUVI
4 2 (0.84%) SuccessFactors
5 1 (0.42%) Amazon AWS
5 1 (0.42%) Google Cloud Platform
5 1 (0.42%) Microsoft Azure
Communications & Networking
1 9 (3.80%) HTTP
2 4 (1.69%) DNS
2 4 (1.69%) Intranet
2 4 (1.69%) SSL
3 2 (0.84%) Internet
3 2 (0.84%) Wireshark
4 1 (0.42%) BGP
4 1 (0.42%) Firewall
4 1 (0.42%) FTP
4 1 (0.42%) Intrusion Detection
4 1 (0.42%) LDAP
4 1 (0.42%) tcpdump
4 1 (0.42%) Wi-Fi
4 1 (0.42%) Wireless
Database & Business Intelligence
1 29 (12.24%) Data Warehouse
2 26 (10.97%) SQL Server
3 20 (8.44%) Big Data
4 14 (5.91%) Data Mining
5 12 (5.06%) MySQL
5 12 (5.06%) Power BI
6 9 (3.80%) Relational Database
6 9 (3.80%) SQL Server Integration Services
7 8 (3.38%) Hadoop
8 6 (2.53%) NoSQL
8 6 (2.53%) SQL Server Reporting Services
9 4 (1.69%) Apache Hive
9 4 (1.69%) BusinessObjects
9 4 (1.69%) Microsoft Power View
9 4 (1.69%) MS Access
9 4 (1.69%) Oracle Reports
9 4 (1.69%) PowerPivot
9 4 (1.69%) SQL Server 2008
9 4 (1.69%) SQL Server Analysis Services
10 2 (0.84%) BigQuery
Development Applications
1 4 (1.69%) Git (software)
2 3 (1.27%) Eclipse
3 2 (0.84%) ERwin
3 2 (0.84%) JIRA
3 2 (0.84%) Oracle APEX
3 2 (0.84%) Talend Open Studio
3 2 (0.84%) Visual Studio
4 1 (0.42%) Fiddler
4 1 (0.42%) Firebug
4 1 (0.42%) Maven
General
1 106 (44.73%) Finance
2 45 (18.99%) Banking
3 28 (11.81%) Legal
4 21 (8.86%) Law
4 21 (8.86%) Marketing
5 15 (6.33%) Retail
6 11 (4.64%) Back Office
7 8 (3.38%) Financial Institution
8 6 (2.53%) Automotive
9 5 (2.11%) Advertising
9 5 (2.11%) Front Office
10 3 (1.27%) Military
10 3 (1.27%) Publishing
11 2 (0.84%) Investment Banking
11 2 (0.84%) Retail Banking
11 2 (0.84%) Telecoms
12 1 (0.42%) Games
12 1 (0.42%) Manufacturing
Job Titles
1 130 (54.85%) Analyst
2 61 (25.74%) Data Analyst
3 28 (11.81%) Business Analyst
3 28 (11.81%) SQL Analyst
4 22 (9.28%) SQL Data Analyst
5 20 (8.44%) Developer
6 18 (7.59%) Senior Analyst
7 15 (6.33%) Consultant
8 14 (5.91%) Audit Analyst
9 13 (5.49%) Administrator
10 12 (5.06%) Architect
11 11 (4.64%) Data Scientist
12 9 (3.80%) Data Administrator
12 9 (3.80%) Data Quality Analyst
12 9 (3.80%) Excel Analyst
12 9 (3.80%) IT Analyst
12 9 (3.80%) Quality Analyst
13 7 (2.95%) SPSS Analyst
14 6 (2.53%) Data Consultant
14 6 (2.53%) Financial Analyst
Libraries, Frameworks & Software Standards
1 11 (4.64%) HTML
1 11 (4.64%) XML
2 10 (4.22%) CSS
2 10 (4.22%) REST
2 10 (4.22%) SOAP
3 8 (3.38%) .NET
3 8 (3.38%) JSON
3 8 (3.38%) Swagger
4 4 (1.69%) ASP.NET
4 4 (1.69%) NumPy
4 4 (1.69%) SciPy
4 4 (1.69%) Web Services
5 2 (0.84%) .NET Framework
5 2 (0.84%) ADO.NET
5 2 (0.84%) Ajax
5 2 (0.84%) CSS3
5 2 (0.84%) Django
5 2 (0.84%) HTML5
5 2 (0.84%) Kafka
5 2 (0.84%) Regular Expression
Miscellaneous
1 88 (37.13%) Analytical Skills
2 25 (10.55%) Management Information System
3 15 (6.33%) Computer Science
4 9 (3.80%) Fintech
5 7 (2.95%) Credit Risk
5 7 (2.95%) Reference Data
5 7 (2.95%) User Experience
6 6 (2.53%) Algorithms
7 4 (1.69%) Data Structures
7 4 (1.69%) Derivative
7 4 (1.69%) Market Risk
8 3 (1.27%) Cyber Defence
8 3 (1.27%) Equities
8 3 (1.27%) FMCG
8 3 (1.27%) Mobile App
8 3 (1.27%) Virtual Team
9 2 (0.84%) Linux Command Line
9 2 (0.84%) Minimum Viable Product
9 2 (0.84%) Mobile Banking
9 2 (0.84%) Reinsurance
Operating Systems
1 13 (5.49%) Linux
2 6 (2.53%) Unix
2 6 (2.53%) Windows
3 3 (1.27%) CentOS
4 1 (0.42%) Android
4 1 (0.42%) Apple iOS
4 1 (0.42%) Windows Server
Processes & Methodologies
1 47 (19.83%) Project Management
2 42 (17.72%) Analytics
2 42 (17.72%) Business Intelligence
3 40 (16.88%) Agile Software Development
4 35 (14.77%) Stakeholder Management
5 29 (12.24%) User Acceptance Testing
6 28 (11.81%) Data Modelling
6 28 (11.81%) Validation
7 27 (11.39%) CRM
8 25 (10.55%) Business Analysis
9 23 (9.70%) Data Management
9 23 (9.70%) Mathematics
10 22 (9.28%) Compliance Audit
10 22 (9.28%) Line Management
10 22 (9.28%) Single Customer View
11 20 (8.44%) Data Integration
11 20 (8.44%) Visualisation
12 18 (7.59%) Continuous Improvement
13 17 (7.17%) Quality Management
14 16 (6.75%) ETL
Programming Languages
1 120 (50.63%) SQL
2 36 (15.19%) Python
3 26 (10.97%) R
4 15 (6.33%) T-SQL
5 13 (5.49%) JavaScript
6 9 (3.80%) C#
6 9 (3.80%) PL/SQL
7 8 (3.38%) C++
8 7 (2.95%) Java
9 6 (2.53%) VBA
10 4 (1.69%) Bash Shell
10 4 (1.69%) Perl
10 4 (1.69%) Scala
10 4 (1.69%) VB
11 2 (0.84%) PHP
11 2 (0.84%) Shell Script
11 2 (0.84%) VB.NET
12 1 (0.42%) C
12 1 (0.42%) MATLAB
12 1 (0.42%) Ruby
Qualifications
1 59 (24.89%) Degree
2 22 (9.28%) CISA
2 22 (9.28%) PCI QSA
3 9 (3.80%) PhD
3 9 (3.80%) PMP
4 5 (2.11%) PMI Certification
5 4 (1.69%) CBAP
5 4 (1.69%) IIBA
6 2 (0.84%) ISEB
7 1 (0.42%) CEH
7 1 (0.42%) CISSP
7 1 (0.42%) GCIA
7 1 (0.42%) GCIH
Quality Assurance & Compliance
1 27 (11.39%) Data Quality
2 22 (9.28%) PCI DSS
3 10 (4.22%) QA
4 7 (2.95%) PMO
5 3 (1.27%) EMIR
5 3 (1.27%) ISO/IEC 27001
5 3 (1.27%) MiFID
6 2 (0.84%) GDPR
6 2 (0.84%) Solvency II
System Software
1 1 (0.42%) Active Directory
Systems Management
1 3 (1.27%) logstash
2 1 (0.42%) ArcSight ESM
2 1 (0.42%) CSIRT
Vendors
1 56 (23.63%) Microsoft
2 10 (4.22%) Oracle
3 9 (3.80%) SAP
4 6 (2.53%) Red Hat
5 5 (2.11%) Google
5 5 (2.11%) Salesforce.com
6 3 (1.27%) Bloomberg
6 3 (1.27%) Recommind
6 3 (1.27%) Tableau
7 2 (0.84%) Alias
7 2 (0.84%) Cisco
7 2 (0.84%) Cloudera
7 2 (0.84%) Crimson Hexagon
7 2 (0.84%) IBM
7 2 (0.84%) Informatica
7 2 (0.84%) PeopleSoft
7 2 (0.84%) Talend
7 2 (0.84%) Vermilion
8 1 (0.42%) Northgate
8 1 (0.42%) VMware
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 6 hours ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits
Posted: 1 hour ago
City, London
Proprius Recruitment
Salary: From £50,000 to £65,000 per annum Plus Excellent Benefits + 25% Bonus
Posted: 4 hours ago
City, London
Harrington Starr
Salary: £55000 - £65000 per annum + plus package and bonus
Posted: 21 hours ago
City, London
ARC IT Recruitment Ltd
Salary: Circa £55K Plus Bonus & Benefits
Posted: 3 days ago
City, London
TEKsystems
Salary: £50000 - £65000 per annum + bonus, benefits and discount
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £35000 - £50000 per annum
Posted: 6 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits
Posted: 5 days ago
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £35000 - £45000 per annum + package
Posted: 13 days ago
City, London
BT
Salary: From £40,000 to £50,000 per annum 10% bonus, pension, Broadband, Phone
Posted: 18 days ago
City, London
FT Select
Salary: Up to £30,000 per annum + bonus + company benefits
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 5 days ago
City of London
Huxley
Salary: £45000 - £55000 per annum + Package
Posted: 21 days ago
City, London
The Collinson Group
Salary: From £35,000 to £50,000 per annum
Posted: 14 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 25 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 19 days ago
City, Sheffield
The SmartList
Posted: 8 days ago
City, London
Altus Analytics
Posted: 19 days ago
City, London
Altus Analytics
Posted: 19 days ago
City, London
Altus Analytics
Posted: 19 days ago