Period
to 21 January 2019

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 21 January 2019 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
21 Jan 2019
Same period 2018 Same period 2017
Rank 605 613 648
Rank change year-on-year +8 +35 -77
Contract jobs citing Data Extraction 246 227 181
As % of all contract IT jobs advertised in England 0.27% 0.25% 0.20%
As % of the Processes & Methodologies category 0.31% 0.29% 0.24%
Number of daily rates quoted 164 136 118
England median daily rate £458 £400 £400
Median daily rate % change year-on-year +14.38% - +15.11%
10th Percentile £308 £225 £295
90th Percentile £575 £549 £541
UK median daily rate £453 £400 £400
% change year-on-year +13.13% - +14.29%
Number of hourly rates quoted 9 8 3
England median hourly rate £17.70 £44.33 £18.12
Median hourly rate % change year-on-year -60.07% +144.62% -8.25%
10th Percentile £14.31 £39.23 £14.11
90th Percentile £19.20 £53.30 £20.48
UK median hourly rate £17.70 £44.33 £14.00
% change year-on-year -60.07% +216.61% -29.11%

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 78,815 78,178 76,160
As % of all contract IT jobs advertised in England 87.04% 85.98% 85.38%
Number of daily rates quoted 52,646 52,754 50,692
England median daily rate £475 £450 £430
Median daily rate % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £300 £285 £263
90th Percentile £650 £638 £615
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 1,930 1,829 2,154
England median hourly rate £23.50 £23.50 £24.00
Median hourly rate % change year-on-year - -2.08% +4.69%
10th Percentile £11.50 £11.25 £11.25
90th Percentile £50.50 £49.75 £47.83
UK median hourly rate £23.49 £23.08 £23.28
% change year-on-year +1.80% -0.86% +1.20%

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 21 January 2019.

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
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 21 January 2019. 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 +33 122 £525 +16.67% 14
North of England -27 33 £425 +9.32% 12
South East +5 31 £400 -15.57% 4
Midlands +6 27 £450 +17.65% 3
Yorkshire -14 19 £425 +6.25% 4
East of England +12 15 £400 +28.00% 5
South West -35 15 £475 +18.75% 2
East Midlands +13 14 £450 +17.65% 1
North West -5 11 £413 +4.76% 7
West Midlands -21 9 £338 -11.48% 2
North East -6 3 £475 +52.00% 1
Data Extraction
UK

For the 6 months to 21 January 2019, 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.

1 123 (50.00%) SQL
2 75 (30.49%) ETL
2 75 (30.49%) Agile Software Development
2 75 (30.49%) Data Analysis
3 72 (29.27%) Amazon AWS
4 67 (27.24%) SQL Server
5 65 (26.42%) Migration
6 63 (25.61%) Microsoft Excel
7 62 (25.20%) Oracle
8 58 (23.58%) Scrum
8 58 (23.58%) Test Automation
9 54 (21.95%) Big Data
10 51 (20.73%) Python
11 46 (18.70%) Data Migration
12 43 (17.48%) Hadoop
13 42 (17.07%) Unix
14 41 (16.67%) Amazon EC2
15 40 (16.26%) SAP
16 39 (15.85%) Jenkins
17 38 (15.45%) Analytical Skills
17 38 (15.45%) Continuous Integration
18 37 (15.04%) Ansible
18 37 (15.04%) MS Visio
18 37 (15.04%) Shell Script
18 37 (15.04%) Finance
19 36 (14.63%) Microsoft Azure
19 36 (14.63%) Bash Shell
20 35 (14.23%) Amazon S3
20 35 (14.23%) Wiki
20 35 (14.23%) HDFS

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 13 (5.28%) SAS
2 8 (3.25%) Confluence
3 5 (2.03%) Apache Spark
4 4 (1.63%) Appian
4 4 (1.63%) Elasticsearch
4 4 (1.63%) Oracle SOA Suite
4 4 (1.63%) SharePoint
5 2 (0.81%) Mendix
5 2 (0.81%) PowerExchange
Applications
1 63 (25.61%) Microsoft Excel
2 37 (15.04%) MS Visio
3 5 (2.03%) Microsoft Office
3 5 (2.03%) Spreadsheet
4 2 (0.81%) Microsoft Project
5 1 (0.41%) AutoCAD
5 1 (0.41%) Fireworks
5 1 (0.41%) Microsoft PowerPoint
Business Applications
1 13 (5.28%) SAP HR
2 12 (4.88%) Workday HCM
3 8 (3.25%) SAP MDG
4 6 (2.44%) SAP S/4HANA
5 4 (1.63%) IBM Operational Decision Manager
5 4 (1.63%) SAP ERP
6 3 (1.22%) Oracle EBS
6 3 (1.22%) Oracle EBS R12
6 3 (1.22%) Oracle Financials
6 3 (1.22%) Oracle iProcurement
6 3 (1.22%) Oracle Procure-to-Pay
6 3 (1.22%) PeopleSoft HCM
6 3 (1.22%) SAP Oil and Gas
7 2 (0.81%) Oracle Cash Management
7 2 (0.81%) Oracle ERP
7 2 (0.81%) Oracle General Ledger
7 2 (0.81%) Oracle Payables
7 2 (0.81%) Oracle Receivables
8 1 (0.41%) Line 500
8 1 (0.41%) Remedy ITSM
Cloud Services
1 72 (29.27%) Amazon AWS
2 41 (16.67%) Amazon EC2
3 36 (14.63%) Microsoft Azure
4 35 (14.23%) Amazon S3
5 33 (13.41%) Virtual Private Cloud
6 19 (7.72%) Serverless
7 6 (2.44%) Google Cloud Platform
8 4 (1.63%) AWS Lambda
8 4 (1.63%) GitHub
8 4 (1.63%) Office 365
9 3 (1.22%) Cloud Computing
9 3 (1.22%) SuccessFactors
10 2 (0.81%) SaaS
11 1 (0.41%) Adobe Analytics
11 1 (0.41%) Dynamics 365
11 1 (0.41%) Google Analytics
11 1 (0.41%) IaaS
11 1 (0.41%) Salesforce Sales Cloud
Communications & Networking
1 8 (3.25%) SSH
2 1 (0.41%) 3G
2 1 (0.41%) 3GPP
2 1 (0.41%) 4G
2 1 (0.41%) 5G
2 1 (0.41%) Kerberos
2 1 (0.41%) Radio Access Network
2 1 (0.41%) Wi-Fi
Database & Business Intelligence
1 67 (27.24%) SQL Server
2 54 (21.95%) Big Data
3 43 (17.48%) Hadoop
4 32 (13.01%) Apache Hive
5 30 (12.20%) Sqoop
6 28 (11.38%) Impala
7 23 (9.35%) Data Warehouse
8 20 (8.13%) Data Lake
9 18 (7.32%) SQL Server Integration Services
10 14 (5.69%) Data Mining
10 14 (5.69%) SQL Server Reporting Services
11 10 (4.07%) BusinessObjects
11 10 (4.07%) MS Access
11 10 (4.07%) Power BI
11 10 (4.07%) Relational Database
12 8 (3.25%) Presto
13 6 (2.44%) Amazon RDS
13 6 (2.44%) BigQuery
13 6 (2.44%) MySQL
13 6 (2.44%) Parquet
Development Applications
1 39 (15.85%) Jenkins
2 16 (6.50%) Visual Studio Team System
3 13 (5.28%) Git (software)
3 13 (5.28%) JIRA
4 7 (2.85%) Selenium
5 6 (2.44%) Bitbucket
6 5 (2.03%) Cucumber
7 4 (1.63%) git-flow
7 4 (1.63%) WebDriver
8 3 (1.22%) Atlassian Bamboo
8 3 (1.22%) JMeter
8 3 (1.22%) SoapUI
8 3 (1.22%) SpecFlow
9 2 (0.81%) LSMW
10 1 (0.41%) Ant
10 1 (0.41%) ER Studio
10 1 (0.41%) ERwin
10 1 (0.41%) Maven
10 1 (0.41%) Team Foundation Server
10 1 (0.41%) Visual Studio
General
1 37 (15.04%) Finance
2 15 (6.10%) Banking
3 8 (3.25%) Marketing
3 8 (3.25%) Retail
4 5 (2.03%) Publishing
5 3 (1.22%) Advertising
5 3 (1.22%) Back Office
5 3 (1.22%) Telecoms
6 2 (0.81%) General Ledger
6 2 (0.81%) German Language
6 2 (0.81%) Investment Banking
6 2 (0.81%) Pharmaceutical
6 2 (0.81%) Retail Banking
7 1 (0.41%) Local Government
7 1 (0.41%) Manufacturing
Job Titles
1 78 (31.71%) Analyst
2 57 (23.17%) Data Analyst
3 52 (21.14%) Developer
4 29 (11.79%) Platform Engineer
5 18 (7.32%) Full Stack Developer
6 16 (6.50%) Consultant
7 13 (5.28%) Business Analyst
8 12 (4.88%) Migration Analyst
8 12 (4.88%) Node.js Developer
9 11 (4.47%) Architect
10 10 (4.07%) Data Migration Analyst
10 10 (4.07%) JavaScript Developer
10 10 (4.07%) SQL Analyst
10 10 (4.07%) SQL Data Analyst
11 9 (3.66%) Front End Developer (Client-Side Developer)
11 9 (3.66%) HR Analyst
11 9 (3.66%) Java Developer
12 8 (3.25%) Data Business Analyst
12 8 (3.25%) Project Manager
13 7 (2.85%) Tester
Libraries, Frameworks & Software Standards
1 24 (9.76%) HTML
2 23 (9.35%) CSS
2 23 (9.35%) REST
3 17 (6.91%) Twitter Bootstrap
4 16 (6.50%) AngularJS
4 16 (6.50%) Express
4 16 (6.50%) Node.js
4 16 (6.50%) Vue.js
5 15 (6.10%) Pug
5 15 (6.10%) XML
6 13 (5.28%) JSON
6 13 (5.28%) SOAP
7 11 (4.47%) Web Services
8 8 (3.25%) .NET
9 7 (2.85%) jQuery
10 6 (2.44%) HTML5
10 6 (2.44%) RESTful
11 4 (1.63%) Drools
11 4 (1.63%) MDX
11 4 (1.63%) OAuth
Miscellaneous
1 38 (15.45%) Analytical Skills
2 35 (14.23%) Wiki
3 12 (4.88%) Management Information System
4 10 (4.07%) Algorithms
5 8 (3.25%) Reference Data
6 6 (2.44%) Enterprise Software
7 5 (2.03%) Data Structures
7 5 (2.03%) Robotics
8 4 (1.63%) Linux Command Line
8 4 (1.63%) PKI
8 4 (1.63%) Smart Meter
9 3 (1.22%) Analytical Mindset
9 3 (1.22%) Credit Risk
9 3 (1.22%) Greenfield Project
9 3 (1.22%) Social Media
9 3 (1.22%) User Experience
10 2 (0.81%) FMCG
10 2 (0.81%) Freedom of Information
10 2 (0.81%) NHS
10 2 (0.81%) Self-Motivation
Operating Systems
1 42 (17.07%) Unix
2 34 (13.82%) Windows
3 18 (7.32%) Linux
4 3 (1.22%) Red Hat Enterprise Linux
5 1 (0.41%) Windows 10
5 1 (0.41%) Windows 7
Processes & Methodologies
1 75 (30.49%) Agile Software Development
1 75 (30.49%) Data Analysis
1 75 (30.49%) ETL
2 65 (26.42%) Migration
3 58 (23.58%) Scrum
3 58 (23.58%) Test Automation
4 46 (18.70%) Data Migration
5 38 (15.45%) Continuous Integration
6 35 (14.23%) Build Automation
7 34 (13.82%) Data Modelling
7 34 (13.82%) Validation
8 32 (13.01%) Analytics
9 31 (12.60%) DevOps
10 30 (12.20%) Business Intelligence
11 26 (10.57%) BDD
11 26 (10.57%) Stakeholder Management
12 22 (8.94%) Data Management
12 22 (8.94%) ERP
13 18 (7.32%) Data Architecture
13 18 (7.32%) Problem-Solving
Programming Languages
1 123 (50.00%) SQL
2 51 (20.73%) Python
3 37 (15.04%) Shell Script
4 36 (14.63%) Bash Shell
5 34 (13.82%) PowerShell
6 33 (13.41%) Korn
7 25 (10.16%) JavaScript
8 21 (8.54%) Java
9 13 (5.28%) C#
10 12 (4.88%) T-SQL
11 9 (3.66%) VB
12 8 (3.25%) PL/SQL
13 6 (2.44%) VBA
14 5 (2.03%) R
15 4 (1.63%) C++
15 4 (1.63%) PHP
15 4 (1.63%) Scala
15 4 (1.63%) TypeScript
16 3 (1.22%) ABAP
16 3 (1.22%) Groovy
Qualifications
1 19 (7.72%) Degree
2 4 (1.63%) ITIL Certification
2 4 (1.63%) Master's Degree
2 4 (1.63%) Numerate Degree
3 3 (1.22%) Microsoft Certification
3 3 (1.22%) Postgraduate
4 2 (0.81%) OCA
4 2 (0.81%) OCAJ
4 2 (0.81%) Oracle Certification
4 2 (0.81%) SC Cleared
4 2 (0.81%) Security Cleared
5 1 (0.41%) PMI Certification
5 1 (0.41%) PMP
5 1 (0.41%) PRINCE2 Certification
5 1 (0.41%) SAP Certification
Quality Assurance & Compliance
1 31 (12.60%) Data Quality
2 4 (1.63%) QA
2 4 (1.63%) SLA
3 1 (0.41%) GDPR
3 1 (0.41%) GxP
3 1 (0.41%) PMO
System Software
1 35 (14.23%) HDFS
2 5 (2.03%) Docker
Systems Management
1 37 (15.04%) Ansible
2 33 (13.41%) Opscode Chef
2 33 (13.41%) Puppet
3 28 (11.38%) Hadoop YARN
4 4 (1.63%) Prometheus
5 3 (1.22%) HP Quality Center
6 1 (0.41%) EnCase
6 1 (0.41%) FTK
Vendors
1 62 (25.20%) Oracle
2 40 (16.26%) SAP
3 28 (11.38%) Cloudera
4 25 (10.16%) Microsoft
5 19 (7.72%) Splunk
6 17 (6.91%) Workday
7 15 (6.10%) Tableau
8 9 (3.66%) Talend
9 8 (3.25%) Google
10 6 (2.44%) Informatica
11 5 (2.03%) Ariba
11 5 (2.03%) Baan
11 5 (2.03%) IBM
12 4 (1.63%) Citrix
12 4 (1.63%) Pega
12 4 (1.63%) PeopleSoft
13 3 (1.22%) Alteryx
13 3 (1.22%) Atlassian
13 3 (1.22%) Cognos
13 3 (1.22%) Salesforce.com