The table below looks at the statistics for Data Analysis skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analysis over the 3 months to 7 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
7 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 109 119 141
Rank change year-on-year
+10 +22
Contract jobs citing Data Analysis 144 167 128
As % of all contract IT jobs located in the South East 1.87% 1.75% 1.30%
As % of the Processes & Methodologies category 2.33% 2.20% 1.71%
Number of daily rates quoted 96 112 66
Median daily rate £400 £450 £345
Median daily rate % change year-on-year
-11.11% +30.43%
90% offered a daily rate of more than £275 £253 £225
10% offered a daily rate of more than £523 £550 £508
UK excluding London median daily rate £388 £410 £375
% change year-on-year
-5.48% +9.33%
Number of hourly rates quoted 4 10 4
Median hourly rate £17.43 £18.75 £18.25
Median hourly rate % change year-on-year
-7.04% +2.73%
90% offered a hourly rate of more than £14.04 £11.94 £15.50
10% offered a hourly rate of more than £29.73 £25.44 £46.47
UK excluding London median hourly rate £19.31 £22.50 £28.00
% change year-on-year
-14.20% -19.64%
Data Analysis
England

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

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
6177 7599 7495
As % of all contract IT jobs located in the South East 80.00% 79.70% 76.39%
Number of daily rates quoted 3663 4488 4209
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £550 £540 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 257 313 284
Median hourly rate £35.00 £37.50 £22.50
Median hourly rate % change year-on-year
-6.66% +66.66%
90% offered a hourly rate of more than £12.51 £12.50 £11.35
10% offered a hourly rate of more than £52.25 £55.00 £42.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Analysis
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East 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 South East

Data Analysis
Daily Rate Trend in the South East

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

Data Analysis Daily Rate Trend in the South East

Data Analysis
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the South East region over the 3 months to 7 December 2016.

Data Analysis Daily Rate Histogram in the South East

Data Analysis
Hourly Rate Trend in the South East

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

Data Analysis Hourly Rate Trend in the South East

Data Analysis
Hourly Rate Histogram in the South East

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analysis across the South East region over the 3 months to 7 December 2016.

Data Analysis Hourly Rate Histogram in the South East

Data Analysis
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analysis within the South East region over the 3 months to 7 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +28 56 £340 -6.84% 13
Oxfordshire -23 24 £498 -4.23% 4
Buckinghamshire +2 18 £375 +4.52% 3
Surrey +12 16 £440 -7.36%
Hampshire +25 15 £475 -13.63% 4
East Sussex +5 6 £400 -11.11% 1
Middlesex +3 4 £461 +34.03% 1
West Sussex +10 2 £394 -16.22% 1
M4 Corridor - 2 - -
Kent -4 1 £575 +31.42%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South East

For the 6 months to 7 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 South East region with a requirement for Data Analysis.

1 126 (40.13%) SQL
2 67 (21.34%) Data Modelling
3 65 (20.70%) Migration
4 61 (19.43%) Data Quality
5 60 (19.11%) Business Intelligence
6 59 (18.79%) MS Excel
7 57 (18.15%) Finance
8 54 (17.20%) ETL
9 52 (16.56%) Agile Software Development
10 51 (16.24%) Oracle
11 46 (14.65%) Data Warehouse
11 46 (14.65%) Data Migration
12 44 (14.01%) Analytical Skills
13 41 (13.06%) Data Management
14 38 (12.10%) Analytics
15 36 (11.46%) Stakeholder Management
16 35 (11.15%) MS Office
17 33 (10.51%) Degree
18 32 (10.19%) Project Management
19 31 (9.87%) Microsoft
20 30 (9.55%) SAP
20 30 (9.55%) Validation
20 30 (9.55%) Business Analysis
21 27 (8.60%) SQL Server
22 26 (8.28%) MS PowerPoint
23 24 (7.64%) Change Management
24 23 (7.32%) ERP
25 22 (7.01%) Scrum
25 22 (7.01%) Security Cleared
26 21 (6.69%) Test Scripting

Data Analysis
Top Related IT Skills in the South East 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 16 (5.10%) SAS
2 11 (3.50%) Confluence
3 7 (2.23%) SharePoint
4 6 (1.91%) Apache Pig
4 6 (1.91%) Apache Spark
5 4 (1.27%) Apache
6 3 (0.96%) Tomcat
6 3 (0.96%) WebSphere
7 2 (0.64%) Exchange Server 2010
7 2 (0.64%) MS Exchange
8 1 (0.32%) Apache Solr
8 1 (0.32%) BizTalk Server
Applications
1 59 (18.79%) MS Excel
2 35 (11.15%) MS Office
3 26 (8.28%) MS PowerPoint
4 19 (6.05%) MS Visio
5 5 (1.59%) Spreadsheet
6 4 (1.27%) SPSS
7 2 (0.64%) MS Project
Business Applications
1 9 (2.87%) Oracle Applications
2 8 (2.55%) Oracle EBS R12
3 7 (2.23%) Dynamics CRM
3 7 (2.23%) Dynamics NAV
3 7 (2.23%) Oracle Receivables
3 7 (2.23%) Oracle TCA
4 4 (1.27%) Oracle EBS
5 3 (0.96%) Oracle ERP
6 2 (0.64%) SAP HR
6 2 (0.64%) SystmOne
7 1 (0.32%) Infor M3
7 1 (0.32%) Oracle Procure-to-Pay
7 1 (0.32%) ResourceLink
7 1 (0.32%) SAP BPC
7 1 (0.32%) SAP FI
7 1 (0.32%) SAP Oil and Gas
7 1 (0.32%) Sonata
Cloud Services
1 4 (1.27%) Office 365
2 2 (0.64%) Microsoft Azure
3 1 (0.32%) Adobe Analytics
3 1 (0.32%) SaaS
Communications & Networking
1 6 (1.91%) Firewall
2 4 (1.27%) Intranet
3 3 (0.96%) NAS
3 3 (0.96%) SAN
4 1 (0.32%) GSM
4 1 (0.32%) Intrusion Detection
4 1 (0.32%) Network Security
4 1 (0.32%) Radio Access Network
4 1 (0.32%) Wireshark
Database & Business Intelligence
1 46 (14.65%) Data Warehouse
2 27 (8.60%) SQL Server
3 21 (6.69%) SQL Server Integration Services
4 17 (5.41%) Big Data
5 16 (5.10%) Hadoop
6 14 (4.46%) MySQL
6 14 (4.46%) Power BI
7 13 (4.14%) BusinessObjects
8 11 (3.50%) SQL Server Reporting Services
9 10 (3.18%) Apache Hive
10 9 (2.87%) Data Mining
10 9 (2.87%) DB2
10 9 (2.87%) HBase
10 9 (2.87%) Relational Database
10 9 (2.87%) SAP Data Services
10 9 (2.87%) Star Schema
11 8 (2.55%) Enterprise Data Warehouse
11 8 (2.55%) Oracle Reports
12 7 (2.23%) QlikView
13 6 (1.91%) BusinessObjects Web Intelligence
Development Applications
1 18 (5.73%) JIRA
2 8 (2.55%) Talend Open Studio
3 6 (1.91%) ERwin
3 6 (1.91%) Git (software)
4 5 (1.59%) Team Foundation Server
5 4 (1.27%) Liquibase
6 3 (0.96%) Rational DOORS
6 3 (0.96%) Visual Studio
7 2 (0.64%) Subversion
8 1 (0.32%) Jenkins
8 1 (0.32%) JUnit
8 1 (0.32%) Metasploit
8 1 (0.32%) Selenium
8 1 (0.32%) SoapUI
8 1 (0.32%) Toad
8 1 (0.32%) WebDriver
General
1 57 (18.15%) Finance
2 21 (6.69%) Banking
3 20 (6.37%) Retail
4 15 (4.78%) Telecoms
5 14 (4.46%) Marketing
6 12 (3.82%) Publishing
7 10 (3.18%) French Language
7 10 (3.18%) German Language
8 6 (1.91%) Legal
9 5 (1.59%) Pharmaceutical
10 4 (1.27%) General Ledger
11 2 (0.64%) Automotive
11 2 (0.64%) Back Office
11 2 (0.64%) Billing
11 2 (0.64%) Investment Banking
12 1 (0.32%) Corporate Banking
12 1 (0.32%) Electronics
12 1 (0.32%) Front Office
12 1 (0.32%) Manufacturing
Job Titles
1 167 (53.18%) Analyst
2 81 (25.80%) Data Analyst
3 52 (16.56%) Business Analyst
4 44 (14.01%) Developer
5 25 (7.96%) Consultant
6 22 (7.01%) Project Manager
7 16 (5.10%) SQL Analyst
7 16 (5.10%) SQL Developer
8 14 (4.46%) Architect
8 14 (4.46%) Data Architect
9 13 (4.14%) Data Business Analyst
10 12 (3.82%) Business Intelligence Analyst
10 12 (3.82%) Migration Analyst
10 12 (3.82%) Senior Analyst
10 12 (3.82%) SQL Data Analyst
11 10 (3.18%) ETL Developer
12 9 (2.87%) Banking Analyst
12 9 (2.87%) Informatica Developer
12 9 (2.87%) SAP Developer
12 9 (2.87%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 7 (2.23%) Django
1 7 (2.23%) JSON
1 7 (2.23%) web2py
2 6 (1.91%) XML
3 3 (0.96%) .NET
3 3 (0.96%) LAMP
3 3 (0.96%) LAPP Stack
3 3 (0.96%) Middleware
4 2 (0.64%) .NET Framework
4 2 (0.64%) Kafka
4 2 (0.64%) WinForms
5 1 (0.32%) ADO.NET
5 1 (0.32%) Apache Tez
5 1 (0.32%) Google Maps API
5 1 (0.32%) LINQ
5 1 (0.32%) NumPy
5 1 (0.32%) Pandas
5 1 (0.32%) scikit-learn
5 1 (0.32%) SciPy
Miscellaneous
1 44 (14.01%) Analytical Skills
2 17 (5.41%) Management Information System
3 16 (5.10%) Data Extraction
4 7 (2.23%) Data Integration
4 7 (2.23%) Data Structures
5 6 (1.91%) Virtual Team
6 5 (1.59%) Computer Science
6 5 (1.59%) NHS
6 5 (1.59%) Social Network
6 5 (1.59%) Statistics
6 5 (1.59%) Visualisation
7 4 (1.27%) Data Protection Act
7 4 (1.27%) Driving Licence
7 4 (1.27%) Reference Data
8 3 (0.96%) Data Centre
8 3 (0.96%) FMCG
8 3 (0.96%) Learning Management System
8 3 (0.96%) Life Science
8 3 (0.96%) Mathematics
9 2 (0.64%) Social Media
Operating Systems
1 17 (5.41%) Linux
2 10 (3.18%) Unix
3 7 (2.23%) Windows
4 3 (0.96%) AIX
Processes & Methodologies
1 67 (21.34%) Data Modelling
2 65 (20.70%) Migration
3 60 (19.11%) Business Intelligence
4 54 (17.20%) ETL
5 52 (16.56%) Agile Software Development
6 46 (14.65%) Data Migration
7 41 (13.06%) Data Management
8 38 (12.10%) Analytics
9 36 (11.46%) Stakeholder Management
10 32 (10.19%) Project Management
11 30 (9.55%) Business Analysis
11 30 (9.55%) Validation
12 24 (7.64%) Change Management
13 23 (7.32%) ERP
14 22 (7.01%) Scrum
15 21 (6.69%) Master Data Management
15 21 (6.69%) Test Scripting
16 19 (6.05%) CRM
16 19 (6.05%) Data Cleansing
17 18 (5.73%) ITIL
Programming Languages
1 126 (40.13%) SQL
2 21 (6.69%) Java
3 18 (5.73%) Python
4 16 (5.10%) T-SQL
5 14 (4.46%) PL/SQL
6 7 (2.23%) C
6 7 (2.23%) R
7 6 (1.91%) VBA
8 5 (1.59%) ABAP
9 4 (1.27%) C#
9 4 (1.27%) Scala
9 4 (1.27%) Shell Script
10 3 (0.96%) Perl
11 2 (0.64%) VB
12 1 (0.32%) C++
12 1 (0.32%) FoxPro (VFP)
12 1 (0.32%) JavaScript
12 1 (0.32%) MATLAB
12 1 (0.32%) SAS Macro
Qualifications
1 33 (10.51%) Degree
2 22 (7.01%) Security Cleared
3 15 (4.78%) SC Cleared
4 5 (1.59%) ISEB
5 4 (1.27%) CIMA
6 3 (0.96%) DV Cleared
7 2 (0.64%) CCA
7 2 (0.64%) ITIL Certification
8 1 (0.32%) BC Cleared
8 1 (0.32%) BPSS Clearance
8 1 (0.32%) ISTQB Foundation Certification
8 1 (0.32%) PhD
8 1 (0.32%) PMI Certification
Quality Assurance & Compliance
1 61 (19.43%) Data Quality
2 14 (4.46%) QA
3 4 (1.27%) Disclosure Scotland
3 4 (1.27%) Solvency II
4 3 (0.96%) 21 CFR Part 11
5 2 (0.64%) SLA
6 1 (0.32%) Actionable Recommendations
6 1 (0.32%) GxP
System Software
1 6 (1.91%) Apache Flume
2 2 (0.64%) Active Directory
3 1 (0.32%) Apache ZooKeeper
3 1 (0.32%) HDFS
3 1 (0.32%) VMware Infrastructure
Systems Management
1 5 (1.59%) Oozie
2 3 (0.96%) Oracle EDQ
3 2 (0.64%) McAfee ePO
3 2 (0.64%) Oracle Identity Management
4 1 (0.32%) Ambari
4 1 (0.32%) Hadoop YARN
4 1 (0.32%) SCCM
Vendors
1 51 (16.24%) Oracle
2 31 (9.87%) Microsoft
3 30 (9.55%) SAP
4 9 (2.87%) Informatica
5 8 (2.55%) Talend
6 6 (1.91%) Tableau
7 5 (1.59%) GoldenSource
7 5 (1.59%) ServiceNow
8 4 (1.27%) Ab Initio
8 4 (1.27%) Cloudera
8 4 (1.27%) VMware
9 3 (0.96%) CA Agile Central
9 3 (0.96%) Cognos
9 3 (0.96%) Intel Security
9 3 (0.96%) MicroStrategy
9 3 (0.96%) Qualys
9 3 (0.96%) Splunk
9 3 (0.96%) Trillium
10 2 (0.64%) IBM
10 2 (0.64%) Salesforce.com
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