Period
to 23 May 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Extraction skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Extraction over the 6 months to 23 May 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Extraction
UK > England
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 663 634 648
Rank change year-on-year -29 +14 -26
Contract jobs citing Data Extraction 175 165 212
As % of all contract IT jobs advertised in England 0.19% 0.20% 0.22%
As % of the Processes & Methodologies category 0.22% 0.23% 0.26%
Number of daily rates quoted 104 108 142
England median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +3.45%
10th Percentile £270 £259 £263
90th Percentile £550 £550 £550
UK median daily rate £400 £400 £375
% change year-on-year - +6.67% +5.63%
Number of hourly rates quoted 2 3 7
England median hourly rate £28.75 £18.50 £20.00
Median hourly rate % change year-on-year +55.41% -7.50% +23.08%
10th Percentile £21.63 £15.35 £13.54
90th Percentile £36.88 £19.45 £23.22
UK median hourly rate £35.00 £17.50 £17.75
% change year-on-year +100.00% -1.41% +9.23%

Data Extraction is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 79,110 70,744 81,699
As % of all contract IT jobs advertised in England 85.88% 84.81% 84.12%
Number of daily rates quoted 52,522 46,685 54,423
England median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +4.42%
10th Percentile £300 £275 £263
90th Percentile £638 £625 £613
UK median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +6.25%
Number of hourly rates quoted 2,086 1,873 2,100
England median hourly rate £22.00 £25.00 £23.00
Median hourly rate % change year-on-year -12.00% +8.70% +8.75%
10th Percentile £11.18 £11.45 £11.63
90th Percentile £50.00 £51.45 £50.28
UK median hourly rate £21.79 £25.00 £25.00
% change year-on-year -12.84% - +19.05%

Data Extraction
Job Vacancy Trend in England

Job postings citing Data Extraction as a percentage of all IT jobs advertised in England.

Job vacancy trend for Data Extraction in England

Data Extraction
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Extraction in England.

Contractor daily rate trend for Data Extraction in England

Data Extraction
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Extraction in England over the 6 months to 23 May 2018.

Contractor daily rate histogram for Data Extraction in England

Data Extraction
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Extraction in England.

Contractor hourly rate trend for Data Extraction in England

Data Extraction
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Extraction in England over the 6 months to 23 May 2018.

Contractor hourly rate histogram for Data Extraction in England

Data Extraction
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Extraction within the England region over the 6 months to 23 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -40 96 £425 -4.49% 19
North of England +10 38 £375 -3.23% 6
Yorkshire -2 21 £369 -24.74% 4
South East -33 20 £400 +6.67% 5
North West -14 13 £400 +8.11% 2
Midlands -19 12 £350 -12.50% 6
East Midlands +7 7 £350 -12.50% 3
East of England +1 7 £375 +66.67% 5
West Midlands -27 5 £350 -20.00% 3
North East - 5 £325 -
South West +10 2 £210 -50.59% 1
Data Extraction
UK

For the 6 months to 23 May 2018, IT contractor jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Data Extraction.

1 100 (57.14%) SQL
2 48 (27.43%) Finance
3 47 (26.86%) ETL
4 39 (22.29%) Data Quality
5 36 (20.57%) Business Intelligence
5 36 (20.57%) Oracle
5 36 (20.57%) Migration
6 34 (19.43%) Analytical Skills
7 33 (18.86%) SQL Server
8 32 (18.29%) Microsoft Excel
8 32 (18.29%) Data Analysis
9 30 (17.14%) Agile Software Development
9 30 (17.14%) Data Modelling
10 29 (16.57%) Data Migration
11 26 (14.86%) Microsoft
12 24 (13.71%) PL/SQL
12 24 (13.71%) Analytics
13 23 (13.14%) Python
13 23 (13.14%) Data Warehouse
13 23 (13.14%) Stakeholder Management
14 22 (12.57%) Degree
15 21 (12.00%) SAS
16 20 (11.43%) ERP
16 20 (11.43%) SAP
16 20 (11.43%) SQL Server Integration Services
17 18 (10.29%) SMS
18 17 (9.71%) BusinessObjects
18 17 (9.71%) Visualisation
18 17 (9.71%) Data Science
19 16 (9.14%) MS Visio

Data Extraction
Co-occurring IT Skills in England 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 21 (12.00%) SAS
2 5 (2.86%) Apache
3 4 (2.29%) Apache Airflow
3 4 (2.29%) SharePoint
4 3 (1.71%) Apache Spark
5 2 (1.14%) ArcGIS
5 2 (1.14%) IIS
5 2 (1.14%) Oracle Workflow
6 1 (0.57%) Apache Pig
Applications
1 32 (18.29%) Microsoft Excel
2 16 (9.14%) MS Visio
3 10 (5.71%) Microsoft PowerPoint
4 8 (4.57%) Microsoft Office
5 5 (2.86%) SPSS
6 4 (2.29%) Spreadsheet
7 1 (0.57%) Microsoft Project
7 1 (0.57%) Stata
Business Applications
1 12 (6.86%) ResourceLink
2 5 (2.86%) Dynamics CRM
2 5 (2.86%) Oracle ERP
3 4 (2.29%) SAP HR
4 3 (1.71%) Oracle EBS
4 3 (1.71%) Oracle EBS R12
4 3 (1.71%) SAP S/4HANA
5 2 (1.14%) BASE24
5 2 (1.14%) Line 500
5 2 (1.14%) Oracle Financial Analyzer
5 2 (1.14%) Sage X3
5 2 (1.14%) Workday HCM
6 1 (0.57%) Actimize
6 1 (0.57%) Dynamics AX
6 1 (0.57%) Minerva
6 1 (0.57%) Oracle Applications
6 1 (0.57%) Oracle Financials
6 1 (0.57%) SAP AFS
6 1 (0.57%) SAP Retail
6 1 (0.57%) SimCorp Dimension
Cloud Services
1 7 (4.00%) Amazon AWS
2 6 (3.43%) Amazon EC2
2 6 (3.43%) Amazon S3
2 6 (3.43%) Microsoft Azure
2 6 (3.43%) Virtual Private Cloud
3 3 (1.71%) GitHub
3 3 (1.71%) Office 365
3 3 (1.71%) SuccessFactors
4 1 (0.57%) Google Cloud Platform
Communications & Networking
1 18 (10.29%) SMS
2 1 (0.57%) Firewall
2 1 (0.57%) Internet
2 1 (0.57%) Kerberos
Database & Business Intelligence
1 33 (18.86%) SQL Server
2 23 (13.14%) Data Warehouse
3 20 (11.43%) SQL Server Integration Services
4 17 (9.71%) BusinessObjects
5 14 (8.00%) Hadoop
5 14 (8.00%) Relational Database
6 13 (7.43%) Big Data
6 13 (7.43%) Power BI
7 12 (6.86%) SQL Server Reporting Services
8 7 (4.00%) Apache Hive
8 7 (4.00%) Oracle Database
8 7 (4.00%) Sqoop
9 6 (3.43%) Impala
10 5 (2.86%) Crystal Reports
10 5 (2.86%) Oracle Reports
10 5 (2.86%) SQL Server 2016
11 4 (2.29%) Oracle BI EE
11 4 (2.29%) SQL Server Analysis Services
12 3 (1.71%) RavenDB
12 3 (1.71%) SQL Server 2014
Development Applications
1 7 (4.00%) Jenkins
2 6 (3.43%) Visual Studio
3 2 (1.14%) Bitbucket
3 2 (1.14%) Git (software)
3 2 (1.14%) TeamCity
4 1 (0.57%) LSMW
4 1 (0.57%) ProC
General
1 48 (27.43%) Finance
2 16 (9.14%) Banking
3 8 (4.57%) Legal
4 6 (3.43%) Investment Banking
5 5 (2.86%) Retail
6 4 (2.29%) Advertising
7 3 (1.71%) Law
7 3 (1.71%) Manufacturing
7 3 (1.71%) Marketing
7 3 (1.71%) Pharmaceutical
8 2 (1.14%) Electronics
8 2 (1.14%) Publishing
8 2 (1.14%) Telecoms
9 1 (0.57%) Back Office
9 1 (0.57%) Billing
9 1 (0.57%) Financial Institution
9 1 (0.57%) French Language
9 1 (0.57%) General Ledger
9 1 (0.57%) Local Government
9 1 (0.57%) Retail Banking
Job Titles
1 58 (33.14%) Analyst
2 35 (20.00%) Developer
3 31 (17.71%) Data Analyst
4 23 (13.14%) Consultant
5 11 (6.29%) Business Consultant
5 11 (6.29%) SAP BusinessObjects (BO) Consultant
6 10 (5.71%) Business Analyst
7 9 (5.14%) SQL Analyst
7 9 (5.14%) SQL Developer
8 8 (4.57%) Data Engineer
8 8 (4.57%) ERP Analyst
8 8 (4.57%) ERP Support
9 6 (3.43%) Applications Support
9 6 (3.43%) ETL Developer
9 6 (3.43%) Lead Developer
9 6 (3.43%) Platform Engineer
10 5 (2.86%) Business Intelligence Analyst
10 5 (2.86%) Data Migration Analyst
10 5 (2.86%) Migration Analyst
10 5 (2.86%) Support Analyst
Libraries, Frameworks & Software Standards
1 11 (6.29%) .NET
2 8 (4.57%) HTML
3 7 (4.00%) Natural Language Processing
4 5 (2.86%) ASP.NET
5 4 (2.29%) CSS
5 4 (2.29%) jQuery
6 3 (1.71%) ASP.NET Core
6 3 (1.71%) CSS3
6 3 (1.71%) HTML5
6 3 (1.71%) SOAP
6 3 (1.71%) Twitter Bootstrap
6 3 (1.71%) Web Services
6 3 (1.71%) XML
7 2 (1.14%) Ajax
7 2 (1.14%) WSDL
8 1 (0.57%) FIX Protocol
8 1 (0.57%) Keras
8 1 (0.57%) ODBC
8 1 (0.57%) STL
8 1 (0.57%) TensorFlow
Miscellaneous
1 34 (19.43%) Analytical Skills
2 11 (6.29%) Management Information System
3 8 (4.57%) Self-Motivation
4 6 (3.43%) Wiki
5 5 (2.86%) Life Science
5 5 (2.86%) User Experience
6 4 (2.29%) Algorithms
6 4 (2.29%) Freedom of Information
6 4 (2.29%) NHS
6 4 (2.29%) Replication
7 3 (1.71%) Computer Science
7 3 (1.71%) Mainframe
7 3 (1.71%) Semantic Web
8 2 (1.14%) Credit Risk
8 2 (1.14%) Greenfield Project
8 2 (1.14%) Tandem
8 2 (1.14%) VSAM
9 1 (0.57%) FMCG
9 1 (0.57%) Market Risk
9 1 (0.57%) Robotics
Operating Systems
1 15 (8.57%) Windows
2 12 (6.86%) Unix
3 8 (4.57%) Linux
4 4 (2.29%) Windows Server
5 2 (1.14%) AIX
5 2 (1.14%) Windows Server 2012
Processes & Methodologies
1 47 (26.86%) ETL
2 36 (20.57%) Business Intelligence
2 36 (20.57%) Migration
3 32 (18.29%) Data Analysis
4 30 (17.14%) Agile Software Development
4 30 (17.14%) Data Modelling
5 29 (16.57%) Data Migration
6 24 (13.71%) Analytics
7 23 (13.14%) Stakeholder Management
8 20 (11.43%) ERP
9 17 (9.71%) Data Science
9 17 (9.71%) Visualisation
10 14 (8.00%) Problem-Solving
11 13 (7.43%) Project Management
12 12 (6.86%) Decision-Making
13 11 (6.29%) Data Management
13 11 (6.29%) Statistics
14 10 (5.71%) Artificial Intelligence
14 10 (5.71%) Logistics
14 10 (5.71%) Validation
Programming Languages
1 100 (57.14%) SQL
2 24 (13.71%) PL/SQL
3 23 (13.14%) Python
4 15 (8.57%) R
5 12 (6.86%) VBA
6 10 (5.71%) C#
6 10 (5.71%) T-SQL
7 9 (5.14%) Shell Script
8 7 (4.00%) Java
9 6 (3.43%) Bash Shell
9 6 (3.43%) Korn
9 6 (3.43%) PowerShell
10 5 (2.86%) JavaScript
11 2 (1.14%) MATLAB
12 1 (0.57%) C
12 1 (0.57%) C++
12 1 (0.57%) VB
Qualifications
1 22 (12.57%) Degree
2 6 (3.43%) Security Cleared
3 5 (2.86%) SC Cleared
4 4 (2.29%) PhD
5 3 (1.71%) Computer Science Degree
6 1 (0.57%) Numerate Degree
6 1 (0.57%) Postgraduate
Quality Assurance & Compliance
1 39 (22.29%) Data Quality
2 8 (4.57%) SLA
3 7 (4.00%) GDPR
3 7 (4.00%) QA
4 2 (1.14%) PMO
4 2 (1.14%) Solvency II
4 2 (1.14%) WAI
5 1 (0.57%) IFRS
5 1 (0.57%) IFRS 9
System Software
1 7 (4.00%) HDFS
2 2 (1.14%) Active Directory
2 2 (1.14%) Oracle RAC
2 2 (1.14%) VMware ESXi
2 2 (1.14%) VMware Infrastructure
Systems Management
1 6 (3.43%) Ansible
1 6 (3.43%) Hadoop YARN
1 6 (3.43%) Opscode Chef
1 6 (3.43%) Puppet
2 2 (1.14%) Data Guard
3 1 (0.57%) Oozie
3 1 (0.57%) Oracle RMAN
3 1 (0.57%) Systems Management Server (SMS)
Vendors
1 36 (20.57%) Oracle
2 26 (14.86%) Microsoft
3 20 (11.43%) SAP
4 15 (8.57%) Tableau
5 12 (6.86%) Northgate
6 6 (3.43%) Cloudera
7 5 (2.86%) Teradata
8 4 (2.29%) Alteryx
8 4 (2.29%) Talend
8 4 (2.29%) Workday
9 3 (1.71%) IBM
9 3 (1.71%) iManage
9 3 (1.71%) Micro Focus
9 3 (1.71%) Vertica
10 2 (1.14%) Cognos
10 2 (1.14%) Hyperion
10 2 (1.14%) MicroStrategy
10 2 (1.14%) Sage
10 2 (1.14%) Salesforce.com
10 2 (1.14%) VMware