The table below looks at the statistics for Data Analysis skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analysis over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 102 86 91
Rank change year-on-year
-16 +5
Contract jobs citing Data Analysis 64 74 121
As % of all contract IT jobs located in the City of London 2.02% 2.15% 2.11%
As % of the Processes & Methodologies category 2.32% 2.55% 2.61%
Number of daily rates quoted 52 61 98
Median daily rate £459 £475 £450
Median daily rate % change year-on-year
-3.42% +5.55%
90% offered a daily rate of more than £227 £305 £300
10% offered a daily rate of more than £575 £600 £625
UK excluding London median daily rate £388 £410 £375
% change year-on-year
-5.48% +9.33%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £31.25
UK excluding London median hourly rate £19.00 £19.74 £28.00
% change year-on-year
-3.76% -29.49%
Data Analysis
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2758 2902 4629
As % of all contract IT jobs located in the City of London 87.14% 84.34% 80.71%
Number of daily rates quoted 2184 2328 3623
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £363 £307 £310
10% offered a daily rate of more than £650 £638 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 27 23 49
Median hourly rate £26.25 £25.00 £18.00
Median hourly rate % change year-on-year
+5.00% +38.88%
90% offered a hourly rate of more than £14.50 £18.70 £10.60
10% offered a hourly rate of more than £55.00 £52.60 £38.00
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

Data Analysis
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Data Analysis as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in the City of London

Data Analysis
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Analysis across the City of London region.

Data Analysis Daily Rate Trend in the City of London

Data Analysis
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the City of London region over the 3 months to 9 December 2016.

Data Analysis Daily Rate Histogram in the City of London

Data Analysis
Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Analysis across the City of London region.

Data Analysis Hourly Rate Trend in the City of London

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

For the 6 months to 9 December 2016, IT contractor 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 contract ads across the City of London region with a requirement for Data Analysis.

1 81 (53.64%) SQL
2 61 (40.40%) Finance
3 35 (23.18%) Data Modelling
3 35 (23.18%) Analytical Skills
4 33 (21.85%) Business Intelligence
5 31 (20.53%) Agile Software Development
6 30 (19.87%) Data Warehouse
7 29 (19.21%) Banking
8 28 (18.54%) Data Management
9 27 (17.88%) Business Analysis
9 27 (17.88%) ETL
10 26 (17.22%) Microsoft
10 26 (17.22%) MS Excel
11 25 (16.56%) Data Quality
12 23 (15.23%) Analytics
13 21 (13.91%) SQL Server
14 20 (13.25%) Management Information System
14 20 (13.25%) Degree
15 18 (11.92%) Migration
16 17 (11.26%) Stakeholder Management
16 17 (11.26%) Statistics
16 17 (11.26%) Data Cleansing
17 16 (10.60%) R
18 14 (9.27%) Project Management
18 14 (9.27%) T-SQL
18 14 (9.27%) Python
18 14 (9.27%) User Acceptance Testing
18 14 (9.27%) Data Architecture
19 13 (8.61%) Data Mapping
19 13 (8.61%) Data Migration

Data Analysis
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 9 (5.96%) SAS
2 5 (3.31%) Apache Spark
3 2 (1.32%) SharePoint
4 1 (0.66%) Confluence
4 1 (0.66%) WebLogic
Applications
1 26 (17.22%) MS Excel
2 12 (7.95%) MS PowerPoint
3 9 (5.96%) MS Office
4 3 (1.99%) MS Visio
4 3 (1.99%) SPSS
5 2 (1.32%) MS Project
6 1 (0.66%) Spreadsheet
6 1 (0.66%) Weka
Business Applications
1 4 (2.65%) Oracle EBS
1 4 (2.65%) Oracle Payables
2 3 (1.99%) Dynamics CRM
2 3 (1.99%) Markit EDM
3 1 (0.66%) Cognos Business Intelligence
3 1 (0.66%) Dynamics AX
3 1 (0.66%) Dynamics NAV
3 1 (0.66%) Oracle Procure-to-Pay
3 1 (0.66%) Oracle Receivables
3 1 (0.66%) Relativity
3 1 (0.66%) SAP CO
3 1 (0.66%) SAP ERP
3 1 (0.66%) SAP FI
3 1 (0.66%) SAP FI/CO
3 1 (0.66%) thinkFolio
Cloud Services
1 4 (2.65%) Amazon AWS
2 2 (1.32%) Cloud Computing
2 2 (1.32%) Microsoft Azure
3 1 (0.66%) Google Cloud Platform
3 1 (0.66%) Office 365
3 1 (0.66%) SuccessFactors
Communications & Networking
1 4 (2.65%) Firewall
2 1 (0.66%) Network Security
Database & Business Intelligence
1 30 (19.87%) Data Warehouse
2 21 (13.91%) SQL Server
3 13 (8.61%) Big Data
4 11 (7.28%) SQL Server Reporting Services
5 10 (6.62%) SQL Server Integration Services
6 9 (5.96%) Data Mining
6 9 (5.96%) Relational Database
7 5 (3.31%) Hadoop
7 5 (3.31%) QlikView
7 5 (3.31%) RDBMS
7 5 (3.31%) SQL Server Analysis Services
8 4 (2.65%) BusinessObjects
8 4 (2.65%) Oracle ODI
9 3 (1.99%) MongoDB
10 2 (1.32%) Apache Hive
10 2 (1.32%) BusinessObjects Business Intelligence
10 2 (1.32%) Enterprise Data Warehouse
10 2 (1.32%) Impala
10 2 (1.32%) Qlik Sense
10 2 (1.32%) SQL Server 2012
Development Applications
1 5 (3.31%) JIRA
2 2 (1.32%) Cucumber
2 2 (1.32%) Git (software)
2 2 (1.32%) SpecFlow
2 2 (1.32%) Team Foundation Server
2 2 (1.32%) Visual Studio
3 1 (0.66%) Eclipse
3 1 (0.66%) HP UFT
3 1 (0.66%) Jenkins
3 1 (0.66%) MSBuild
3 1 (0.66%) Selenium
3 1 (0.66%) Sonatype Nexus
3 1 (0.66%) WebDriver
3 1 (0.66%) webpack
General
1 61 (40.40%) Finance
2 29 (19.21%) Banking
3 12 (7.95%) Investment Banking
4 11 (7.28%) Marketing
5 10 (6.62%) Retail
6 8 (5.30%) Legal
7 7 (4.64%) Front Office
8 5 (3.31%) Law
9 3 (1.99%) Financial Institution
10 2 (1.32%) Billing
10 2 (1.32%) Retail Banking
11 1 (0.66%) Back Office
11 1 (0.66%) French Language
11 1 (0.66%) General Ledger
11 1 (0.66%) Multimedia
11 1 (0.66%) Publishing
Job Titles
1 96 (63.58%) Analyst
2 43 (28.48%) Data Analyst
3 36 (23.84%) Business Analyst
4 15 (9.93%) Developer
5 10 (6.62%) Senior Analyst
6 8 (5.30%) Data Business Analyst
6 8 (5.30%) Financial Analyst
6 8 (5.30%) Insurance Business Analyst
7 7 (4.64%) Business Intelligence Analyst
8 6 (3.97%) Senior Business Analyst
8 6 (3.97%) SQL Developer
9 5 (3.31%) Architect
9 5 (3.31%) Banking Analyst
9 5 (3.31%) Data Architect
9 5 (3.31%) Project Manager
9 5 (3.31%) SQL Analyst
9 5 (3.31%) SQL Data Analyst
10 4 (2.65%) ArcSight Analyst
10 4 (2.65%) Data Cleansing Analyst
10 4 (2.65%) SIEM Analyst
Libraries, Frameworks & Software Standards
1 7 (4.64%) .NET
1 7 (4.64%) XML
2 4 (2.65%) Web Services
3 3 (1.99%) Pandas
3 3 (1.99%) scikit-learn
4 2 (1.32%) Gherkin
4 2 (1.32%) HTML
4 2 (1.32%) JSON
4 2 (1.32%) Kafka
5 1 (0.66%) .NET Framework
5 1 (0.66%) CSS3
5 1 (0.66%) D3.js
5 1 (0.66%) Highcharts JS
5 1 (0.66%) HTML5
5 1 (0.66%) jQuery
5 1 (0.66%) SAP CO-PA
5 1 (0.66%) XML Schema
5 1 (0.66%) XSD
5 1 (0.66%) XSL
5 1 (0.66%) XSLT
Miscellaneous
1 35 (23.18%) Analytical Skills
2 20 (13.25%) Management Information System
3 17 (11.26%) Statistics
4 11 (7.28%) Foreign Exchange (FX)
5 10 (6.62%) Computer Science
5 10 (6.62%) Visualisation
6 8 (5.30%) Data Integration
6 8 (5.30%) Reference Data
7 7 (4.64%) Mathematics
8 6 (3.97%) Algorithms
9 5 (3.31%) Data Extraction
9 5 (3.31%) Economics
9 5 (3.31%) Fixed Income
9 5 (3.31%) User Experience
10 4 (2.65%) Credit Risk
10 4 (2.65%) Data Structures
10 4 (2.65%) Digital Media
10 4 (2.65%) Security Operations Centre
11 3 (1.99%) Enterprise Software
11 3 (1.99%) Reinsurance
Operating Systems
1 2 (1.32%) Linux
1 2 (1.32%) Unix
1 2 (1.32%) Windows
Processes & Methodologies
1 35 (23.18%) Data Modelling
2 33 (21.85%) Business Intelligence
3 31 (20.53%) Agile Software Development
4 28 (18.54%) Data Management
5 27 (17.88%) Business Analysis
5 27 (17.88%) ETL
6 23 (15.23%) Analytics
7 18 (11.92%) Migration
8 17 (11.26%) Data Cleansing
8 17 (11.26%) Stakeholder Management
9 14 (9.27%) Data Architecture
9 14 (9.27%) Project Management
9 14 (9.27%) User Acceptance Testing
10 13 (8.61%) Data Mapping
10 13 (8.61%) Data Migration
11 11 (7.28%) ERP
12 10 (6.62%) Data Analytics
13 9 (5.96%) Integration Testing
13 9 (5.96%) Risk Management
13 9 (5.96%) Waterfall
Programming Languages
1 81 (53.64%) SQL
2 16 (10.60%) R
3 14 (9.27%) Python
3 14 (9.27%) T-SQL
4 8 (5.30%) C#
4 8 (5.30%) Java
5 6 (3.97%) VBA
6 5 (3.31%) Scala
7 4 (2.65%) PL/SQL
8 3 (1.99%) MATLAB
9 2 (1.32%) C
9 2 (1.32%) JavaScript
9 2 (1.32%) PowerShell
10 1 (0.66%) Bash Shell
10 1 (0.66%) C++
10 1 (0.66%) Perl
10 1 (0.66%) PHP
10 1 (0.66%) Shell Script
10 1 (0.66%) VB
10 1 (0.66%) VBScript
Qualifications
1 20 (13.25%) Degree
2 5 (3.31%) Security Cleared
3 4 (2.65%) PMP
4 3 (1.99%) ISEB
5 2 (1.32%) BC Cleared
5 2 (1.32%) ISTQB Foundation Certification
5 2 (1.32%) PhD
5 2 (1.32%) SC Cleared
6 1 (0.66%) CCA
6 1 (0.66%) CCNA
6 1 (0.66%) CFA
6 1 (0.66%) Cisco Certification
6 1 (0.66%) Citrix Certification
6 1 (0.66%) CTC Cleared
6 1 (0.66%) ITIL Certification
6 1 (0.66%) MBA
6 1 (0.66%) MCP
6 1 (0.66%) MCSE
6 1 (0.66%) Microsoft Certification
6 1 (0.66%) PMI Certification
Quality Assurance & Compliance
1 25 (16.56%) Data Quality
2 8 (5.30%) Solvency II
3 7 (4.64%) QA
4 3 (1.99%) Basel III
5 2 (1.32%) Basel II
6 1 (0.66%) Dodd-Frank
6 1 (0.66%) ISO20022
6 1 (0.66%) MiFID
Systems Management
1 1 (0.66%) Control-M
1 1 (0.66%) HP Quality Center
1 1 (0.66%) Thomson Reuters DACS
Vendors
1 26 (17.22%) Microsoft
2 10 (6.62%) Oracle
3 6 (3.97%) Splunk
3 6 (3.97%) Tableau
4 4 (2.65%) ArcSight
4 4 (2.65%) Cognos
4 4 (2.65%) Salesforce.com
4 4 (2.65%) SAP
5 3 (1.99%) Teradata
5 3 (1.99%) WorldPay
6 2 (1.32%) Charles River
6 2 (1.32%) CODA
6 2 (1.32%) MicroStrategy
6 2 (1.32%) MuleSoft
6 2 (1.32%) Optimizely
7 1 (0.66%) Adobe
7 1 (0.66%) Bloomberg
7 1 (0.66%) HP
7 1 (0.66%) Murex
7 1 (0.66%) Sage
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