Period
to 17 August 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 17 August 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
17 Aug 2018
Same period 2017 Same period 2016
Rank 646 631 654
Rank change year-on-year -15 +23 -22
Contract jobs citing Data Extraction 207 184 230
As % of all contract IT jobs advertised in England 0.22% 0.21% 0.23%
As % of the Processes & Methodologies category 0.25% 0.24% 0.27%
Number of daily rates quoted 148 118 156
England median daily rate £438 £400 £388
Median daily rate % change year-on-year +9.38% +3.23% +10.71%
10th Percentile £304 £271 £263
90th Percentile £541 £543 £481
UK median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +10.71%
Number of hourly rates quoted 12 8 10
England median hourly rate £35.00 £30.08 £19.10
Median hourly rate % change year-on-year +16.38% +57.48% +34.02%
10th Percentile £16.07 £18.50 £13.21
90th Percentile £38.38 £52.88 £27.50
UK median hourly rate £35.00 £19.00 £15.25
% change year-on-year +84.21% +24.59% +7.02%

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 81,239 75,684 85,562
As % of all contract IT jobs advertised in England 86.32% 85.76% 85.00%
Number of daily rates quoted 54,090 49,927 57,122
England median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +3.66%
10th Percentile £300 £281 £265
90th Percentile £638 £625 £608
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 2,192 1,885 2,062
England median hourly rate £21.50 £24.00 £23.50
Median hourly rate % change year-on-year -10.42% +2.13% +9.05%
10th Percentile £11.25 £11.25 £11.64
90th Percentile £50.00 £50.00 £47.83
UK median hourly rate £21.02 £24.86 £23.50
% change year-on-year -15.45% +5.79% +8.60%

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 17 August 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 17 August 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 17 August 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 0 117 £500 +17.65% 14
North of England +5 42 £391 -0.82% 8
Yorkshire -1 22 £413 -21.24% 2
North West -3 15 £375 -3.23% 4
Midlands -13 15 £388 +3.33% 6
South East -27 14 £396 +9.24% 7
East of England -9 12 £315 +5.00% 2
East Midlands -9 9 £388 +3.33%
South West -10 8 £400 +23.08% 1
West Midlands -21 6 - - 6
North East -8 5 £319 +2.00% 2
Data Extraction
UK

For the 6 months to 17 August 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.

1 110 (53.14%) SQL
2 72 (34.78%) Microsoft Excel
3 69 (33.33%) Agile Software Development
4 66 (31.88%) Data Analysis
4 66 (31.88%) ETL
5 60 (28.99%) Python
6 59 (28.50%) Oracle
7 57 (27.54%) SQL Server
8 56 (27.05%) Big Data
9 52 (25.12%) Amazon AWS
10 50 (24.15%) Jenkins
11 46 (22.22%) Migration
12 45 (21.74%) Analytical Skills
12 45 (21.74%) Amazon S3
13 44 (21.26%) Hadoop
13 44 (21.26%) Finance
14 43 (20.77%) MS Visio
15 42 (20.29%) Unix
15 42 (20.29%) Continuous Integration
16 41 (19.81%) Windows
16 41 (19.81%) Scrum
17 40 (19.32%) Stakeholder Management
17 40 (19.32%) Test Automation
18 38 (18.36%) HDFS
18 38 (18.36%) Sqoop
18 38 (18.36%) Business Intelligence
19 37 (17.87%) Analytics
19 37 (17.87%) Amazon EC2
19 37 (17.87%) Wiki
20 36 (17.39%) Bash Shell

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 18 (8.70%) SAS
2 5 (2.42%) Confluence
3 4 (1.93%) Apache Spark
3 4 (1.93%) SharePoint
4 3 (1.45%) Apache Pig
5 2 (0.97%) Elasticsearch
6 1 (0.48%) Apache
6 1 (0.48%) IIS
6 1 (0.48%) Oracle Workflow
Applications
1 72 (34.78%) Microsoft Excel
2 43 (20.77%) MS Visio
3 10 (4.83%) Microsoft PowerPoint
4 9 (4.35%) Microsoft Office
5 2 (0.97%) Microsoft Project
5 2 (0.97%) Spreadsheet
6 1 (0.48%) SPSS
6 1 (0.48%) Stata
Business Applications
1 10 (4.83%) SAP HR
2 4 (1.93%) Dynamics CRM
2 4 (1.93%) ResourceLink
2 4 (1.93%) Workday HCM
3 3 (1.45%) Dynamics AX
3 3 (1.45%) Oracle ERP
3 3 (1.45%) SAP MDG
4 2 (0.97%) Actimize
4 2 (0.97%) BPCS
4 2 (0.97%) Line 500
4 2 (0.97%) Movex
4 2 (0.97%) Oracle EBS
4 2 (0.97%) Oracle EBS R12
4 2 (0.97%) Oracle Financial Analyzer
4 2 (0.97%) Sage X3
4 2 (0.97%) SAP Oil and Gas
4 2 (0.97%) SAP S/4HANA
5 1 (0.48%) Remedy ITSM
5 1 (0.48%) SAP ERP
5 1 (0.48%) SAP FI
Cloud Services
1 52 (25.12%) Amazon AWS
2 45 (21.74%) Amazon S3
3 37 (17.87%) Amazon EC2
4 35 (16.91%) Virtual Private Cloud
5 10 (4.83%) Cloud Computing
5 10 (4.83%) GitHub
6 6 (2.90%) Microsoft Azure
7 3 (1.45%) Office 365
8 2 (0.97%) AWS Lambda
8 2 (0.97%) Serverless
9 1 (0.48%) SuccessFactors
Communications & Networking
1 10 (4.83%) SMS
2 5 (2.42%) SSH
3 3 (1.45%) Kerberos
4 2 (0.97%) Firewall
5 1 (0.48%) 3G
5 1 (0.48%) 3GPP
5 1 (0.48%) 4G
5 1 (0.48%) 5G
5 1 (0.48%) Internet
5 1 (0.48%) Intranet
5 1 (0.48%) Radio Access Network
Database & Business Intelligence
1 57 (27.54%) SQL Server
2 56 (27.05%) Big Data
3 44 (21.26%) Hadoop
4 38 (18.36%) Sqoop
5 36 (17.39%) Apache Hive
6 33 (15.94%) Impala
7 16 (7.73%) BusinessObjects
7 16 (7.73%) MySQL
8 14 (6.76%) Data Warehouse
8 14 (6.76%) Power BI
9 11 (5.31%) MongoDB
9 11 (5.31%) Relational Database
9 11 (5.31%) SQL Server Reporting Services
10 10 (4.83%) InfluxDB
11 9 (4.35%) SQL Server Integration Services
12 5 (2.42%) Crystal Reports
12 5 (2.42%) MS Access
12 5 (2.42%) Oracle Reports
13 4 (1.93%) Data Mart
13 4 (1.93%) Star Schema
Development Applications
1 50 (24.15%) Jenkins
2 16 (7.73%) JIRA
3 14 (6.76%) Bitbucket
4 4 (1.93%) Visual Studio
5 2 (0.97%) git-flow
5 2 (0.97%) LSMW
5 2 (0.97%) Oracle Forms
6 1 (0.48%) Cucumber
6 1 (0.48%) Selenium
General
1 44 (21.26%) Finance
2 11 (5.31%) Banking
3 9 (4.35%) Manufacturing
4 8 (3.86%) Retail
5 6 (2.90%) Investment Banking
5 6 (2.90%) Legal
6 5 (2.42%) Publishing
7 4 (1.93%) Marketing
7 4 (1.93%) Telecoms
8 3 (1.45%) Advertising
8 3 (1.45%) Back Office
8 3 (1.45%) Electronics
9 2 (0.97%) Financial Institution
9 2 (0.97%) Law
10 1 (0.48%) Billing
10 1 (0.48%) Front Office
10 1 (0.48%) Local Government
Job Titles
1 70 (33.82%) Analyst
2 36 (17.39%) Data Analyst
3 33 (15.94%) Platform Engineer
4 30 (14.49%) Developer
5 18 (8.70%) Business Analyst
6 15 (7.25%) Consultant
7 9 (4.35%) Data Engineer
8 8 (3.86%) Data Business Analyst
9 7 (3.38%) ERP Analyst
9 7 (3.38%) Migration Analyst
9 7 (3.38%) Project Manager
10 6 (2.90%) Data Migration Analyst
10 6 (2.90%) ERP Support
10 6 (2.90%) SQL Analyst
11 5 (2.42%) Data Manager
11 5 (2.42%) Data Migration Lead
11 5 (2.42%) ETL Developer
11 5 (2.42%) HR Analyst
11 5 (2.42%) SQL Developer
11 5 (2.42%) Technical Analyst
Libraries, Frameworks & Software Standards
1 12 (5.80%) .NET
2 8 (3.86%) ASP.NET
2 8 (3.86%) SOAP
2 8 (3.86%) Web Services
3 7 (3.38%) HTML
3 7 (3.38%) REST
4 6 (2.90%) XML
5 5 (2.42%) JSON
5 5 (2.42%) OAuth
6 4 (1.93%) CSS
6 4 (1.93%) jQuery
7 3 (1.45%) ASP.NET Core
7 3 (1.45%) ASP.NET Web Forms
7 3 (1.45%) CSS3
7 3 (1.45%) HTML5
7 3 (1.45%) Twitter Bootstrap
7 3 (1.45%) WCF
7 3 (1.45%) WinForms
8 2 (0.97%) Node.js
8 2 (0.97%) WSDL
Miscellaneous
1 45 (21.74%) Analytical Skills
2 37 (17.87%) Wiki
3 15 (7.25%) Management Information System
4 8 (3.86%) Reference Data
5 7 (3.38%) Self-Motivation
5 7 (3.38%) User Experience
6 6 (2.90%) Computer Science
6 6 (2.90%) Enterprise Software
7 5 (2.42%) PKI
8 4 (1.93%) Greenfield Project
8 4 (1.93%) NHS
9 3 (1.45%) Algorithms
9 3 (1.45%) Data Structures
9 3 (1.45%) Freedom of Information
9 3 (1.45%) Semantic Web
10 2 (0.97%) Analytical Mindset
10 2 (0.97%) Robotics
10 2 (0.97%) Virtual Team
11 1 (0.48%) Industry 4.0
11 1 (0.48%) SCADA
Operating Systems
1 42 (20.29%) Unix
2 41 (19.81%) Windows
3 4 (1.93%) Linux
4 1 (0.48%) Red Hat Enterprise Linux
4 1 (0.48%) Windows Server
4 1 (0.48%) Windows Server 2012
Processes & Methodologies
1 69 (33.33%) Agile Software Development
2 66 (31.88%) Data Analysis
2 66 (31.88%) ETL
3 46 (22.22%) Migration
4 42 (20.29%) Continuous Integration
5 41 (19.81%) Scrum
6 40 (19.32%) Stakeholder Management
6 40 (19.32%) Test Automation
7 38 (18.36%) Business Intelligence
8 37 (17.87%) Analytics
9 35 (16.91%) Build Automation
10 33 (15.94%) Project Management
11 32 (15.46%) Data Migration
12 30 (14.49%) Visualisation
13 26 (12.56%) Data Management
14 25 (12.08%) ERP
15 23 (11.11%) Problem-Solving
16 19 (9.18%) Data Analytics
17 17 (8.21%) Data Modelling
18 16 (7.73%) Mathematics
Programming Languages
1 110 (53.14%) SQL
2 60 (28.99%) Python
3 36 (17.39%) Bash Shell
4 35 (16.91%) Korn
4 35 (16.91%) PowerShell
4 35 (16.91%) Shell Script
5 14 (6.76%) PL/SQL
6 13 (6.28%) C#
7 12 (5.80%) VBA
8 10 (4.83%) R
9 8 (3.86%) Java
9 8 (3.86%) JavaScript
10 6 (2.90%) T-SQL
10 6 (2.90%) VB
11 4 (1.93%) Data Analysis Expressions (DAX)
12 2 (0.97%) ABAP
12 2 (0.97%) C++
12 2 (0.97%) Perl
13 1 (0.48%) C
13 1 (0.48%) PHP
Qualifications
1 18 (8.70%) Degree
2 3 (1.45%) SC Cleared
2 3 (1.45%) Security Cleared
3 2 (0.97%) Computer Science Degree
3 2 (0.97%) Numerate Degree
4 1 (0.48%) Master's Degree
4 1 (0.48%) PMI Certification
4 1 (0.48%) PMP
4 1 (0.48%) Postgraduate
4 1 (0.48%) PRINCE2 Certification
Quality Assurance & Compliance
1 34 (16.43%) Data Quality
2 7 (3.38%) SLA
3 5 (2.42%) GDPR
4 4 (1.93%) QA
5 2 (0.97%) Solvency II
5 2 (0.97%) WAI
6 1 (0.48%) IFRS
6 1 (0.48%) IFRS 9
6 1 (0.48%) PMO
System Software
1 38 (18.36%) HDFS
2 5 (2.42%) Docker
3 3 (1.45%) Active Directory
4 1 (0.48%) VMware ESXi
4 1 (0.48%) VMware Infrastructure
Systems Management
1 36 (17.39%) Opscode Chef
2 35 (16.91%) Ansible
2 35 (16.91%) Puppet
3 33 (15.94%) Hadoop YARN
4 11 (5.31%) Prometheus
5 3 (1.45%) Oozie
5 3 (1.45%) Systems Management Server (SMS)
5 3 (1.45%) Terraform
Vendors
1 59 (28.50%) Oracle
2 35 (16.91%) SAP
3 33 (15.94%) Cloudera
4 30 (14.49%) Tableau
5 21 (10.14%) Microsoft
6 13 (6.28%) Alteryx
7 10 (4.83%) Workday
8 9 (4.35%) New Relic
9 6 (2.90%) Teradata
10 5 (2.42%) Informatica
11 4 (1.93%) Northgate
11 4 (1.93%) Splunk
12 3 (1.45%) Embarcadero
12 3 (1.45%) Remedy
12 3 (1.45%) Sage
13 2 (0.97%) Ab Initio
13 2 (0.97%) MuleSoft
13 2 (0.97%) RapidMiner
14 1 (0.48%) iManage
14 1 (0.48%) ServiceNow