Period
to 19 October 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 19 October 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 605 613 665
Rank change year-on-year +8 +52 -64
Contract jobs citing Data Extraction 255 222 210
As % of all contract IT jobs advertised in England 0.27% 0.24% 0.21%
As % of the Processes & Methodologies category 0.31% 0.28% 0.25%
Number of daily rates quoted 172 130 137
England median daily rate £450 £400 £385
Median daily rate % change year-on-year +12.50% +3.90% +10.00%
10th Percentile £301 £225 £263
90th Percentile £556 £569 £478
UK median daily rate £450 £400 £385
% change year-on-year +12.50% +3.90% +10.00%
Number of hourly rates quoted 17 13 9
England median hourly rate £20.00 £41.15 £21.36
Median hourly rate % change year-on-year -51.40% +92.69% -17.87%
10th Percentile £16.13 £18.50 £12.92
90th Percentile £36.50 £58.80 £27.50
UK median hourly rate £20.00 £41.15 £14.00
% change year-on-year -51.40% +193.93% -46.15%

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 81,256 78,544 84,075
As % of all contract IT jobs advertised in England 86.24% 85.91% 85.33%
Number of daily rates quoted 54,241 52,550 55,988
England median daily rate £473 £450 £425
Median daily rate % change year-on-year +5.00% +5.88% +3.03%
10th Percentile £300 £283 £263
90th Percentile £645 £631 £605
UK median daily rate £454 £450 £425
% change year-on-year +0.89% +5.88% +3.66%
Number of hourly rates quoted 2,177 1,851 2,228
England median hourly rate £21.00 £24.66 £22.50
Median hourly rate % change year-on-year -14.84% +9.60% +3.73%
10th Percentile £11.25 £11.25 £11.33
90th Percentile £50.00 £50.00 £48.00
UK median hourly rate £21.00 £24.87 £22.50
% change year-on-year -15.56% +10.53% +3.45%

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 19 October 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 19 October 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 19 October 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 +32 139 £525 +18.64% 16
North of England -11 42 £425 +9.68% 4
South East -15 26 £413 -10.33% 2
Yorkshire -3 25 £426 -0.29% 2
Midlands -10 20 £425 +21.43% 3
East of England +6 16 £256 -16.41% 1
South West -24 13 £463 +42.31%
East Midlands +5 12 £425 +6.25%
North West -16 12 £338 -12.90% 1
West Midlands -24 8 - - 3
North East +4 5 £319 +6.25% 1
Data Extraction
UK

For the 6 months to 19 October 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.

1 126 (49.41%) SQL
2 89 (34.90%) Data Analysis
3 88 (34.51%) Microsoft Excel
4 82 (32.16%) Python
4 82 (32.16%) Agile Software Development
5 80 (31.37%) ETL
6 76 (29.80%) Big Data
7 74 (29.02%) Oracle
8 72 (28.24%) Amazon AWS
9 71 (27.84%) SQL Server
10 67 (26.27%) Jenkins
11 62 (24.31%) Hadoop
11 62 (24.31%) Migration
12 61 (23.92%) Unix
13 60 (23.53%) Amazon S3
14 58 (22.75%) Test Automation
14 58 (22.75%) Analytical Skills
15 57 (22.35%) Continuous Integration
15 57 (22.35%) MS Visio
16 56 (21.96%) Scrum
17 54 (21.18%) Amazon EC2
18 53 (20.78%) Bash Shell
18 53 (20.78%) Ansible
18 53 (20.78%) Shell Script
19 52 (20.39%) Windows
19 52 (20.39%) HDFS
19 52 (20.39%) Wiki
20 51 (20.00%) Opscode Chef
20 51 (20.00%) Build Automation
21 50 (19.61%) Finance

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 23 (9.02%) SAS
2 10 (3.92%) Confluence
3 5 (1.96%) Apache Spark
4 4 (1.57%) Elasticsearch
5 2 (0.78%) Apache Pig
6 1 (0.39%) Apache
6 1 (0.39%) Appian
Applications
1 88 (34.51%) Microsoft Excel
2 57 (22.35%) MS Visio
3 6 (2.35%) Microsoft PowerPoint
4 5 (1.96%) Microsoft Office
5 3 (1.18%) Spreadsheet
6 2 (0.78%) Microsoft Project
7 1 (0.39%) Fireworks
Business Applications
1 17 (6.67%) SAP HR
2 10 (3.92%) Workday HCM
3 5 (1.96%) SAP ERP
4 4 (1.57%) Oracle EBS
5 3 (1.18%) Dynamics AX
5 3 (1.18%) Oracle EBS R12
5 3 (1.18%) Oracle ERP
5 3 (1.18%) Oracle Financials
5 3 (1.18%) Oracle iProcurement
5 3 (1.18%) Oracle Procure-to-Pay
5 3 (1.18%) SAP MDG
5 3 (1.18%) SAP Oil and Gas
6 2 (0.78%) Movex
6 2 (0.78%) Oracle Cash Management
6 2 (0.78%) Oracle General Ledger
6 2 (0.78%) Oracle Payables
6 2 (0.78%) Oracle Receivables
6 2 (0.78%) PeopleSoft HCM
6 2 (0.78%) Remedy ITSM
6 2 (0.78%) SAP S/4HANA
Cloud Services
1 72 (28.24%) Amazon AWS
2 60 (23.53%) Amazon S3
3 54 (21.18%) Amazon EC2
4 50 (19.61%) Virtual Private Cloud
5 10 (3.92%) Cloud Computing
6 9 (3.53%) GitHub
7 7 (2.75%) Microsoft Azure
8 4 (1.57%) AWS Lambda
8 4 (1.57%) Google Cloud Platform
8 4 (1.57%) Serverless
9 3 (1.18%) SuccessFactors
10 1 (0.39%) Adobe Analytics
10 1 (0.39%) Google Analytics
10 1 (0.39%) SaaS
Communications & Networking
1 7 (2.75%) SSH
2 4 (1.57%) SMS
3 3 (1.18%) Kerberos
4 2 (0.78%) Firewall
5 1 (0.39%) 3G
5 1 (0.39%) 3GPP
5 1 (0.39%) 4G
5 1 (0.39%) 5G
5 1 (0.39%) Internet
5 1 (0.39%) Intranet
5 1 (0.39%) Radio Access Network
Database & Business Intelligence
1 76 (29.80%) Big Data
2 71 (27.84%) SQL Server
3 62 (24.31%) Hadoop
4 49 (19.22%) Sqoop
5 48 (18.82%) Apache Hive
6 45 (17.65%) Impala
7 16 (6.27%) MySQL
8 12 (4.71%) BusinessObjects
8 12 (4.71%) Data Warehouse
8 12 (4.71%) MS Access
9 11 (4.31%) MongoDB
9 11 (4.31%) Power BI
9 11 (4.31%) Relational Database
10 10 (3.92%) InfluxDB
11 8 (3.14%) Data Mining
11 8 (3.14%) SQL Server Reporting Services
12 7 (2.75%) Oracle Reports
12 7 (2.75%) SQL Server Integration Services
13 4 (1.57%) BigQuery
13 4 (1.57%) PostgreSQL
Development Applications
1 67 (26.27%) Jenkins
2 22 (8.63%) JIRA
3 16 (6.27%) Bitbucket
4 5 (1.96%) Cucumber
4 5 (1.96%) Selenium
5 4 (1.57%) git-flow
6 3 (1.18%) Atlassian Bamboo
6 3 (1.18%) JMeter
6 3 (1.18%) SoapUI
6 3 (1.18%) SpecFlow
6 3 (1.18%) WebDriver
7 2 (0.78%) LSMW
7 2 (0.78%) Oracle Forms
General
1 50 (19.61%) Finance
2 15 (5.88%) Banking
3 8 (3.14%) Retail
4 7 (2.75%) Manufacturing
5 5 (1.96%) Investment Banking
5 5 (1.96%) Legal
6 4 (1.57%) Publishing
7 3 (1.18%) Marketing
7 3 (1.18%) Telecoms
8 2 (0.78%) Advertising
8 2 (0.78%) Back Office
8 2 (0.78%) Electronics
8 2 (0.78%) General Ledger
8 2 (0.78%) German Language
8 2 (0.78%) Pharmaceutical
9 1 (0.39%) Billing
9 1 (0.39%) Financial Institution
9 1 (0.39%) Front Office
9 1 (0.39%) Law
9 1 (0.39%) Retail Banking
Job Titles
1 85 (33.33%) Analyst
2 51 (20.00%) Data Analyst
3 46 (18.04%) Platform Engineer
4 27 (10.59%) Developer
5 19 (7.45%) Business Analyst
6 15 (5.88%) Consultant
7 13 (5.10%) Data Engineer
8 11 (4.31%) Project Manager
9 9 (3.53%) AWS Engineer
9 9 (3.53%) HR Analyst
9 9 (3.53%) Migration Analyst
9 9 (3.53%) SAP Analyst
10 8 (3.14%) Data Business Analyst
10 8 (3.14%) Data Migration Analyst
10 8 (3.14%) SQL Analyst
11 7 (2.75%) Architect
12 6 (2.35%) Business Intelligence Developer
12 6 (2.35%) DevOps Engineer
12 6 (2.35%) ERP Analyst
12 6 (2.35%) Java Developer
Libraries, Frameworks & Software Standards
1 10 (3.92%) JSON
1 10 (3.92%) SOAP
2 9 (3.53%) REST
3 8 (3.14%) XML
4 7 (2.75%) OAuth
5 6 (2.35%) .NET
5 6 (2.35%) Web Services
6 5 (1.96%) ASP.NET
7 3 (1.18%) ASP.NET Web Forms
7 3 (1.18%) Natural Language Processing
7 3 (1.18%) WCF
7 3 (1.18%) WinForms
7 3 (1.18%) YAML
8 2 (0.78%) Node.js
9 1 (0.39%) Apache Flex
9 1 (0.39%) Drools
9 1 (0.39%) Entity Framework
9 1 (0.39%) jQuery
9 1 (0.39%) NHibernate
9 1 (0.39%) React
Miscellaneous
1 58 (22.75%) Analytical Skills
2 52 (20.39%) Wiki
3 19 (7.45%) Management Information System
4 12 (4.71%) Reference Data
5 8 (3.14%) Computer Science
5 8 (3.14%) Enterprise Software
6 7 (2.75%) PKI
7 5 (1.96%) User Experience
8 4 (1.57%) Algorithms
8 4 (1.57%) Analytical Mindset
8 4 (1.57%) Credit Risk
8 4 (1.57%) Data Structures
9 3 (1.18%) FMCG
9 3 (1.18%) Freedom of Information
9 3 (1.18%) Greenfield Project
9 3 (1.18%) NHS
9 3 (1.18%) Self-Motivation
9 3 (1.18%) Social Media
10 2 (0.78%) Robotics
10 2 (0.78%) Virtual Team
Operating Systems
1 61 (23.92%) Unix
2 52 (20.39%) Windows
3 15 (5.88%) Linux
4 4 (1.57%) Red Hat Enterprise Linux
5 1 (0.39%) Windows Server
Processes & Methodologies
1 89 (34.90%) Data Analysis
2 82 (32.16%) Agile Software Development
3 80 (31.37%) ETL
4 62 (24.31%) Migration
5 58 (22.75%) Test Automation
6 57 (22.35%) Continuous Integration
7 56 (21.96%) Scrum
8 51 (20.00%) Build Automation
9 42 (16.47%) Data Migration
10 41 (16.08%) Analytics
11 40 (15.69%) Stakeholder Management
12 37 (14.51%) Data Management
13 36 (14.12%) Business Intelligence
14 34 (13.33%) Project Management
15 33 (12.94%) ERP
16 32 (12.55%) Visualisation
17 25 (9.80%) Data Analytics
17 25 (9.80%) Validation
18 22 (8.63%) Data Modelling
18 22 (8.63%) Problem-Solving
Programming Languages
1 126 (49.41%) SQL
2 82 (32.16%) Python
3 53 (20.78%) Bash Shell
3 53 (20.78%) Shell Script
4 50 (19.61%) Korn
4 50 (19.61%) PowerShell
5 15 (5.88%) Java
6 11 (4.31%) VB
7 10 (3.92%) C#
7 10 (3.92%) VBA
8 9 (3.53%) PL/SQL
9 7 (2.75%) R
10 5 (1.96%) JavaScript
11 4 (1.57%) C++
11 4 (1.57%) Data Analysis Expressions (DAX)
11 4 (1.57%) Scala
11 4 (1.57%) T-SQL
12 3 (1.18%) Groovy
13 2 (0.78%) ABAP
13 2 (0.78%) Perl
Qualifications
1 26 (10.20%) Degree
2 5 (1.96%) Numerate Degree
2 5 (1.96%) SC Cleared
2 5 (1.96%) Security Cleared
3 4 (1.57%) Master's Degree
4 2 (0.78%) Computer Science Degree
5 1 (0.39%) ITIL Certification
5 1 (0.39%) PMI Certification
5 1 (0.39%) PMP
5 1 (0.39%) Postgraduate
5 1 (0.39%) PRINCE2 Certification
5 1 (0.39%) SAP Certification
Quality Assurance & Compliance
1 39 (15.29%) Data Quality
2 8 (3.14%) SLA
3 3 (1.18%) GDPR
4 2 (0.78%) QA
4 2 (0.78%) Solvency II
5 1 (0.39%) GxP
5 1 (0.39%) IFRS
5 1 (0.39%) IFRS 9
5 1 (0.39%) PMO
System Software
1 52 (20.39%) HDFS
2 7 (2.75%) Docker
3 1 (0.39%) Active Directory
Systems Management
1 53 (20.78%) Ansible
2 51 (20.00%) Opscode Chef
3 50 (19.61%) Puppet
4 45 (17.65%) Hadoop YARN
5 11 (4.31%) Prometheus
6 3 (1.18%) HP Quality Center
6 3 (1.18%) Terraform
7 2 (0.78%) Oozie
7 2 (0.78%) Systems Management Server (SMS)
Vendors
1 74 (29.02%) Oracle
2 47 (18.43%) SAP
3 45 (17.65%) Cloudera
4 30 (11.76%) Tableau
5 18 (7.06%) Workday
6 16 (6.27%) Microsoft
7 12 (4.71%) Alteryx
8 9 (3.53%) New Relic
8 9 (3.53%) Splunk
9 7 (2.75%) Teradata
10 6 (2.35%) Google
10 6 (2.35%) Informatica
11 5 (1.96%) Talend
12 4 (1.57%) Remedy
13 3 (1.18%) Atlassian
14 2 (0.78%) Embarcadero
14 2 (0.78%) Hortonworks
14 2 (0.78%) MuleSoft
14 2 (0.78%) RapidMiner
14 2 (0.78%) ServiceNow