Period
to 21 May 2018

The following table provides summary statistics for contract job vacancies 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 21 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
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 694 627 667
Rank change year-on-year -67 +40 -33
Contract jobs citing Data Extraction 192 192 231
As % of all contract IT jobs advertised in the UK 0.19% 0.21% 0.22%
As % of the Processes & Methodologies category 0.22% 0.25% 0.26%
Number of daily rates quoted 116 122 155
UK median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +5.63%
10th Percentile £215 £263 £263
90th Percentile £545 £550 £545
UK excluding London median daily rate £363 £388 £375
% change year-on-year -6.45% +3.33% +7.14%
Number of hourly rates quoted 3 4 10
UK median hourly rate £35.00 £17.50 £17.75
Median hourly rate % change year-on-year +100.00% -1.41% +9.23%
10th Percentile £23.00 £14.40 £12.53
90th Percentile £38.00 £19.43 £22.82
UK excluding London median hourly rate £27.50 £17.50 £17.75
% change year-on-year +57.14% -1.41% +11.81%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Contract vacancies with a requirement for process or methodology skills 86,297 76,245 88,684
As % of all contract IT jobs advertised in the UK 85.73% 84.63% 84.00%
Number of daily rates quoted 56,940 50,019 58,259
UK median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.86% +2.94% +6.25%
10th Percentile £300 £275 £263
90th Percentile £638 £625 £606
UK excluding London median daily rate £425 £400 £400
% change year-on-year +6.13% - +6.67%
Number of hourly rates quoted 2,268 2,079 2,320
UK median hourly rate £22.00 £25.00 £25.00
Median hourly rate % change year-on-year -12.00% - +19.05%
10th Percentile £11.17 £11.46 £11.63
90th Percentile £50.00 £52.50 £50.59
UK excluding London median hourly rate £20.50 £25.00 £26.92
% change year-on-year -18.00% -7.11% +22.34%

Data Extraction
Job Vacancy Trend

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

Job vacancy trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Extraction over the 6 months to 21 May 2018.

Contractor daily rate histogram for Data Extraction in the UK

Data Extraction
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Extraction in the UK

Data Extraction
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Data Extraction over the 6 months to 21 May 2018.

Contractor hourly rate histogram for Data Extraction in the UK

Data Extraction
Top 15 Contract Locations

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 UK over the 6 months to 21 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
England -42 174 £400 - 41
London -55 96 £425 -4.49% 14
UK excluding London -43 93 £363 -6.45% 28
North of England 0 37 £390 -2.50% 10
Yorkshire -1 20 £383 -11.05% 6
South East -42 20 £400 +6.67% 6
North West -16 13 £400 +8.11% 4
Midlands -9 12 £350 -12.50% 7
Scotland -52 10 £210 -50.59% 1
East of England +4 7 £375 +66.67% 3
East Midlands -2 7 £350 -12.50% 3
Wales -4 6 £175 -56.25%
West Midlands -26 5 £350 -20.00% 4
North East - 5 £325 -
South West +6 2 £210 -50.59% 1

For the 6 months to 21 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 with a requirement for Data Extraction.

1 110 (57.29%) SQL
2 51 (26.56%) Finance
3 48 (25.00%) ETL
4 39 (20.31%) Migration
5 38 (19.79%) Business Intelligence
5 38 (19.79%) Data Quality
5 38 (19.79%) Analytical Skills
6 37 (19.27%) Oracle
6 37 (19.27%) Data Analysis
7 35 (18.23%) SQL Server
8 33 (17.19%) Microsoft Excel
8 33 (17.19%) Microsoft
9 30 (15.63%) Agile Software Development
9 30 (15.63%) Data Migration
10 29 (15.10%) Analytics
10 29 (15.10%) Data Modelling
11 27 (14.06%) PL/SQL
12 26 (13.54%) SAS
12 26 (13.54%) Degree
13 24 (12.50%) Python
13 24 (12.50%) SAP
14 23 (11.98%) Data Warehouse
14 23 (11.98%) Stakeholder Management
14 23 (11.98%) SQL Server Integration Services
15 21 (10.94%) Visualisation
16 19 (9.90%) Banking
17 18 (9.38%) ERP
17 18 (9.38%) Tableau
18 17 (8.85%) Relational Database
18 17 (8.85%) SMS

Data Extraction
Co-occurring IT Skills 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 26 (13.54%) SAS
2 7 (3.65%) SharePoint
3 5 (2.60%) Apache
4 4 (2.08%) Apache Airflow
4 4 (2.08%) Apache Spark
5 2 (1.04%) Apache Pig
5 2 (1.04%) ArcGIS
5 2 (1.04%) IIS
5 2 (1.04%) Oracle Workflow
Applications
1 33 (17.19%) Microsoft Excel
2 16 (8.33%) MS Visio
3 12 (6.25%) Microsoft Office
3 12 (6.25%) Microsoft PowerPoint
4 5 (2.60%) SPSS
5 4 (2.08%) Spreadsheet
6 1 (0.52%) Microsoft Project
6 1 (0.52%) Stata
Business Applications
1 12 (6.25%) ResourceLink
2 7 (3.65%) Oracle EBS
3 6 (3.13%) Oracle EBS R12
4 5 (2.60%) Dynamics CRM
4 5 (2.60%) Oracle ERP
5 3 (1.56%) SAP HR
5 3 (1.56%) SAP S/4HANA
6 2 (1.04%) Actimize
6 2 (1.04%) BASE24
6 2 (1.04%) Line 500
6 2 (1.04%) Oracle Applications
6 2 (1.04%) Oracle Financial Analyzer
6 2 (1.04%) Sage X3
6 2 (1.04%) Workday HCM
7 1 (0.52%) Oracle Cash Management
7 1 (0.52%) Oracle FAH
7 1 (0.52%) Oracle Payables
7 1 (0.52%) Oracle Procure-to-Pay
7 1 (0.52%) Oracle Receivables
7 1 (0.52%) SystmOne
Cloud Services
1 6 (3.13%) Amazon AWS
1 6 (3.13%) Microsoft Azure
2 5 (2.60%) Amazon EC2
2 5 (2.60%) Amazon S3
2 5 (2.60%) Virtual Private Cloud
3 3 (1.56%) GitHub
3 3 (1.56%) Office 365
3 3 (1.56%) SuccessFactors
4 1 (0.52%) Google Cloud Platform
Communications & Networking
1 17 (8.85%) SMS
2 2 (1.04%) Kerberos
3 1 (0.52%) Firewall
3 1 (0.52%) Internet
Database & Business Intelligence
1 35 (18.23%) SQL Server
2 23 (11.98%) Data Warehouse
2 23 (11.98%) SQL Server Integration Services
3 17 (8.85%) BusinessObjects
3 17 (8.85%) Relational Database
4 16 (8.33%) Power BI
5 15 (7.81%) SQL Server Reporting Services
6 14 (7.29%) Hadoop
7 13 (6.77%) Big Data
8 9 (4.69%) Crystal Reports
9 7 (3.65%) Apache Hive
9 7 (3.65%) Oracle Database
9 7 (3.65%) Sqoop
10 5 (2.60%) Impala
10 5 (2.60%) QlikView
10 5 (2.60%) SQL Server 2016
11 4 (2.08%) OLAP
11 4 (2.08%) Oracle BI EE
11 4 (2.08%) SQL Server Analysis Services
12 3 (1.56%) Oracle Reports
Development Applications
1 6 (3.13%) Jenkins
1 6 (3.13%) Visual Studio
2 2 (1.04%) Bitbucket
2 2 (1.04%) Git (software)
2 2 (1.04%) LSMW
2 2 (1.04%) TeamCity
3 1 (0.52%) Oracle APEX
3 1 (0.52%) Oracle Forms
3 1 (0.52%) ProC
General
1 51 (26.56%) Finance
2 19 (9.90%) Banking
3 9 (4.69%) Legal
4 7 (3.65%) Investment Banking
5 5 (2.60%) Retail
6 4 (2.08%) Advertising
6 4 (2.08%) Law
7 3 (1.56%) Manufacturing
7 3 (1.56%) Marketing
7 3 (1.56%) Pharmaceutical
8 2 (1.04%) Electronics
8 2 (1.04%) Publishing
8 2 (1.04%) Telecoms
9 1 (0.52%) Back Office
9 1 (0.52%) Billing
9 1 (0.52%) Financial Institution
9 1 (0.52%) French Language
9 1 (0.52%) General Ledger
9 1 (0.52%) Local Government
9 1 (0.52%) Retail Banking
Job Titles
1 72 (37.50%) Analyst
2 38 (19.79%) Developer
3 36 (18.75%) Data Analyst
4 24 (12.50%) Consultant
5 11 (5.73%) Business Analyst
5 11 (5.73%) Business Consultant
5 11 (5.73%) SAP BusinessObjects (BO) Consultant
6 10 (5.21%) SQL Analyst
7 9 (4.69%) SQL Developer
7 9 (4.69%) Support Analyst
8 8 (4.17%) Data Engineer
8 8 (4.17%) ERP Analyst
8 8 (4.17%) ERP Support
9 7 (3.65%) Applications Support
9 7 (3.65%) Report Analyst
10 6 (3.13%) ETL Developer
10 6 (3.13%) Lead Developer
10 6 (3.13%) SAS Analyst
10 6 (3.13%) Senior Analyst
10 6 (3.13%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (5.73%) .NET
2 8 (4.17%) HTML
3 7 (3.65%) Natural Language Processing
3 7 (3.65%) XML
4 5 (2.60%) ASP.NET
5 4 (2.08%) CSS
5 4 (2.08%) EDI
5 4 (2.08%) jQuery
6 3 (1.56%) ASP.NET Core
6 3 (1.56%) CSS3
6 3 (1.56%) EDIFACT
6 3 (1.56%) HTML5
6 3 (1.56%) SOAP
6 3 (1.56%) Twitter Bootstrap
6 3 (1.56%) Web Services
7 2 (1.04%) Ajax
7 2 (1.04%) Pandas
7 2 (1.04%) WSDL
8 1 (0.52%) TensorFlow
8 1 (0.52%) Theano
Miscellaneous
1 38 (19.79%) Analytical Skills
2 9 (4.69%) Management Information System
3 8 (4.17%) Self-Motivation
4 5 (2.60%) Life Science
4 5 (2.60%) Wiki
5 4 (2.08%) Algorithms
5 4 (2.08%) Freedom of Information
5 4 (2.08%) Replication
5 4 (2.08%) User Experience
6 3 (1.56%) Computer Science
6 3 (1.56%) Credit Risk
6 3 (1.56%) Mainframe
6 3 (1.56%) NHS
6 3 (1.56%) Semantic Web
7 2 (1.04%) Greenfield Project
7 2 (1.04%) Reference Data
7 2 (1.04%) Tandem
7 2 (1.04%) VSAM
8 1 (0.52%) FMCG
8 1 (0.52%) Virtual Team
Operating Systems
1 14 (7.29%) Windows
2 11 (5.73%) Unix
3 8 (4.17%) Linux
4 4 (2.08%) Windows Server
5 2 (1.04%) AIX
5 2 (1.04%) Windows Server 2012
Processes & Methodologies
1 48 (25.00%) ETL
2 39 (20.31%) Migration
3 38 (19.79%) Business Intelligence
4 37 (19.27%) Data Analysis
5 30 (15.63%) Agile Software Development
5 30 (15.63%) Data Migration
6 29 (15.10%) Analytics
6 29 (15.10%) Data Modelling
7 23 (11.98%) Stakeholder Management
8 21 (10.94%) Visualisation
9 18 (9.38%) ERP
10 17 (8.85%) Data Science
10 17 (8.85%) Problem-Solving
11 14 (7.29%) Mathematics
11 14 (7.29%) Statistics
11 14 (7.29%) Validation
12 12 (6.25%) Data Management
12 12 (6.25%) Economics
12 12 (6.25%) Project Management
13 11 (5.73%) Artificial Intelligence
Programming Languages
1 110 (57.29%) SQL
2 27 (14.06%) PL/SQL
3 24 (12.50%) Python
4 15 (7.81%) R
5 12 (6.25%) VBA
6 10 (5.21%) C#
6 10 (5.21%) T-SQL
7 8 (4.17%) Shell Script
8 7 (3.65%) Java
9 5 (2.60%) Bash Shell
9 5 (2.60%) JavaScript
9 5 (2.60%) Korn
9 5 (2.60%) PowerShell
10 2 (1.04%) MATLAB
11 1 (0.52%) C
11 1 (0.52%) C++
11 1 (0.52%) VB
Qualifications
1 26 (13.54%) Degree
2 5 (2.60%) Security Cleared
3 4 (2.08%) PhD
4 3 (1.56%) Computer Science Degree
4 3 (1.56%) SC Cleared
5 2 (1.04%) Numerate Degree
6 1 (0.52%) Postgraduate
Quality Assurance & Compliance
1 38 (19.79%) Data Quality
2 11 (5.73%) QA
3 8 (4.17%) SLA
4 7 (3.65%) GDPR
5 2 (1.04%) PMO
5 2 (1.04%) Solvency II
5 2 (1.04%) WAI
6 1 (0.52%) IFRS
6 1 (0.52%) IFRS 9
System Software
1 7 (3.65%) HDFS
2 2 (1.04%) Active Directory
2 2 (1.04%) Oracle RAC
2 2 (1.04%) VMware ESXi
2 2 (1.04%) VMware Infrastructure
Systems Management
1 5 (2.60%) Ansible
1 5 (2.60%) Hadoop YARN
1 5 (2.60%) Opscode Chef
1 5 (2.60%) Puppet
2 2 (1.04%) Data Guard
2 2 (1.04%) Oozie
3 1 (0.52%) Oracle RMAN
3 1 (0.52%) Systems Management Server (SMS)
Vendors
1 37 (19.27%) Oracle
2 33 (17.19%) Microsoft
3 24 (12.50%) SAP
4 18 (9.38%) Tableau
5 12 (6.25%) Northgate
6 5 (2.60%) Cloudera
6 5 (2.60%) Teradata
7 4 (2.08%) Alteryx
7 4 (2.08%) iManage
7 4 (2.08%) Talend
7 4 (2.08%) Workday
8 3 (1.56%) IBM
8 3 (1.56%) Micro Focus
8 3 (1.56%) Vertica
9 2 (1.04%) Cognos
9 2 (1.04%) Hyperion
9 2 (1.04%) MicroStrategy
9 2 (1.04%) Sage
9 2 (1.04%) Salesforce.com
9 2 (1.04%) VMware