The table below looks at the statistics for Data Extraction skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Extraction
UK / England
Rank 703 756 780
Rank change year-on-year
+53 +24
Permanent jobs citing Data Extraction 121 157 153
As % of all permanent IT jobs located in England 0.15% 0.16% 0.15%
As % of the Processes & Methodologies category 0.17% 0.19% 0.18%
Number of salaries quoted 106 127 134
Median salary £45,000 £42,500 £40,250
Median salary % change year-on-year
+5.88% +5.59%
90% offered a salary of more than £34,000 £31,000 £27,176
10% offered a salary of more than £68,500 £65,000 £60,000
UK excluding London median salary £42,500 £37,500 £35,000
% change year-on-year
+13.33% +7.14%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69876 84229 86291
As % of all permanent IT jobs located in England 88.83% 88.33% 86.70%
Number of salaries quoted 57833 70736 71373
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Extraction
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Extraction as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Extraction Jobs Demand Trend in England

Data Extraction
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Extraction across the England region.

Data Extraction Salary Trend in England

Data Extraction
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Extraction across the England region over the 3 months to 23 February 2017.

Data Extraction Salary Histogram in England

Data Extraction
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the England region over the 3 months to 23 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +82 80 £52,750 +8.20% 11
South East +28 12 £37,500 -1.31% 4
West Midlands +24 10 £42,500 -9.63% 2
North West -8 9 £47,500 +45.03% 1
East of England +21 5 £42,500 +8.28%
South West - 4 £41,250 - 1
Yorkshire +9 1 £45,000 +32.35% 1
East Midlands - 1 - -
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 23 February 2017, IT jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Data Extraction.

1 159 (62.11%) SQL
2 94 (36.72%) SQL Server
3 92 (35.94%) Business Intelligence
4 85 (33.20%) Analytics
5 68 (26.56%) ETL
6 67 (26.17%) Finance
7 55 (21.48%) Data Analysis
8 50 (19.53%) Degree
8 50 (19.53%) Python
8 50 (19.53%) T-SQL
9 48 (18.75%) Oracle
9 48 (18.75%) Data Warehouse
10 47 (18.36%) SQL Server Integration Services
10 47 (18.36%) Visualisation
11 44 (17.19%) SQL Server Reporting Services
12 43 (16.80%) Data Modelling
12 43 (16.80%) Java
13 42 (16.41%) Analytical Skills
14 41 (16.02%) R
15 38 (14.84%) Tableau
15 38 (14.84%) Mathematics
15 38 (14.84%) SAS
16 35 (13.67%) MS Excel
17 34 (13.28%) Agile Software Development
17 34 (13.28%) Data Analytics
18 32 (12.50%) Relational Database
19 30 (11.72%) Data Quality
19 30 (11.72%) Data Visualisation
19 30 (11.72%) PL/SQL
20 28 (10.94%) Windows

Data Extraction
Top Related 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 38 (14.84%) SAS
2 18 (7.03%) Apache Spark
3 5 (1.95%) Apache Pig
3 5 (1.95%) SharePoint
4 2 (0.78%) Apache
4 2 (0.78%) Apache Solr
5 1 (0.39%) MS Exchange
5 1 (0.39%) Mule
5 1 (0.39%) OpenEdge
5 1 (0.39%) Oracle Service Bus
5 1 (0.39%) WebLogic
5 1 (0.39%) WebSphere
Applications
1 35 (13.67%) MS Excel
2 12 (4.69%) SPSS
3 9 (3.52%) MS Visio
4 7 (2.73%) MS Office
4 7 (2.73%) MS PowerPoint
5 3 (1.17%) MS Project
6 1 (0.39%) EViews
Business Applications
1 8 (3.13%) SAP BPC
2 4 (1.56%) Data Workbench
3 3 (1.17%) SAP InfiniteInsight
4 2 (0.78%) Salesforce.com CRM
5 1 (0.39%) Cognos Business Intelligence
5 1 (0.39%) Dynamics AX
5 1 (0.39%) Dynamics NAV
5 1 (0.39%) Epicor Tropos
5 1 (0.39%) Infor M3
5 1 (0.39%) Infor SunSystems
5 1 (0.39%) Movex
5 1 (0.39%) NetSuite
5 1 (0.39%) Oracle Financials
5 1 (0.39%) Raiser's Edge
5 1 (0.39%) SAP Business One
Cloud Services
1 12 (4.69%) Google Analytics
2 7 (2.73%) Amazon AWS
2 7 (2.73%) Amazon EC2
3 6 (2.34%) Amazon EMR
3 6 (2.34%) Amazon Kinesis
3 6 (2.34%) Amazon S3
4 3 (1.17%) Adobe Analytics
5 1 (0.39%) AdWords
5 1 (0.39%) Force.com
5 1 (0.39%) Google Tag Manager
Communications & Networking
1 1 (0.39%) DHCP
1 1 (0.39%) DNS
1 1 (0.39%) Firewall
1 1 (0.39%) Internet
1 1 (0.39%) Intranet
1 1 (0.39%) LAN
1 1 (0.39%) TCP/IP
1 1 (0.39%) VLAN
1 1 (0.39%) VPN
1 1 (0.39%) WAN
Database & Business Intelligence
1 94 (36.72%) SQL Server
2 48 (18.75%) Data Warehouse
3 47 (18.36%) SQL Server Integration Services
4 44 (17.19%) SQL Server Reporting Services
5 32 (12.50%) Relational Database
6 27 (10.55%) Big Data
7 26 (10.16%) BusinessObjects
7 26 (10.16%) QlikView
8 24 (9.38%) SQL Server 2008
9 21 (8.20%) Hadoop
10 20 (7.81%) RDBMS
11 17 (6.64%) Crystal Reports
11 17 (6.64%) SQL Server Analysis Services
12 15 (5.86%) Data Mining
12 15 (5.86%) Electronic Patient Records
12 15 (5.86%) Power BI
12 15 (5.86%) Spotfire
13 14 (5.47%) SQL Server 2005
14 13 (5.08%) ActiveReports
15 12 (4.69%) Mixpanel
Development Applications
1 24 (9.38%) Talend Open Studio
2 5 (1.95%) Git (software)
3 4 (1.56%) Jenkins
3 4 (1.56%) JIRA
4 2 (0.78%) Ant
4 2 (0.78%) Cucumber
4 2 (0.78%) Rational Rhapsody
4 2 (0.78%) RSpec
5 1 (0.39%) SQL Server Management Studio (SSMS)
5 1 (0.39%) Toad
5 1 (0.39%) Visual Studio
General
1 67 (26.17%) Finance
2 28 (10.94%) Marketing
3 24 (9.38%) Banking
4 19 (7.42%) Pharmaceutical
5 8 (3.13%) Legal
6 6 (2.34%) Law
6 6 (2.34%) Retail
7 5 (1.95%) Games
8 4 (1.56%) Manufacturing
9 3 (1.17%) Publishing
10 2 (0.78%) Automotive
10 2 (0.78%) Billing
10 2 (0.78%) Danish Language
10 2 (0.78%) Financial Institution
10 2 (0.78%) Investment Banking
10 2 (0.78%) Local Government
10 2 (0.78%) Telecoms
11 1 (0.39%) Advertising
11 1 (0.39%) Corporate Banking
Job Titles
1 78 (30.47%) Analyst
2 64 (25.00%) Developer
3 30 (11.72%) Data Analyst
4 28 (10.94%) Business Intelligence Analyst
5 21 (8.20%) Business Intelligence Developer
6 18 (7.03%) Data Scientist
7 15 (5.86%) SQL Analyst
8 14 (5.47%) Consultant
8 14 (5.47%) Data Engineer
9 13 (5.08%) Data Manager
9 13 (5.08%) SSIS Developer
10 12 (4.69%) Applications Manager
10 12 (4.69%) Senior Analyst
10 12 (4.69%) SQL Data Analyst
11 11 (4.30%) Analytics Manager
11 11 (4.30%) SSRS Developer
12 10 (3.91%) C# Developer
12 10 (3.91%) Data Analytics Manager
12 10 (3.91%) SQL Developer
13 9 (3.52%) Integration Engineer
Libraries, Frameworks & Software Standards
1 20 (7.81%) .NET
2 11 (4.30%) ASP.NET
2 11 (4.30%) Web Services
3 7 (2.73%) WCF
3 7 (2.73%) WPF
4 6 (2.34%) ODBC
5 5 (1.95%) Natural Language Processing
5 5 (1.95%) XML
6 4 (1.56%) Middleware
7 3 (1.17%) JSON
7 3 (1.17%) SOAP
8 2 (0.78%) Gherkin
8 2 (0.78%) HTML
8 2 (0.78%) Lucene
8 2 (0.78%) MDX
8 2 (0.78%) Regular Expression
8 2 (0.78%) RESTful
9 1 (0.39%) jQuery
9 1 (0.39%) LINQ
9 1 (0.39%) OAuth
Miscellaneous
1 42 (16.41%) Analytical Skills
2 20 (7.81%) Computer Science
3 15 (5.86%) Life Science
3 15 (5.86%) Management Information System
4 8 (3.13%) Credit Risk
5 3 (1.17%) Data Structures
5 3 (1.17%) Driving Licence
5 3 (1.17%) Fintech
5 3 (1.17%) PMI
5 3 (1.17%) Reference Data
5 3 (1.17%) Reinsurance
6 2 (0.78%) AS400
6 2 (0.78%) Derivative
6 2 (0.78%) Equities
6 2 (0.78%) Fixed Income
6 2 (0.78%) Foreign Exchange (FX)
6 2 (0.78%) iSeries
6 2 (0.78%) User Experience
7 1 (0.39%) iPhone
7 1 (0.39%) Semantic Web
Operating Systems
1 28 (10.94%) Windows
2 22 (8.59%) Linux
3 6 (2.34%) Windows Server
4 5 (1.95%) Windows Server 2008
5 4 (1.56%) Windows 7
5 4 (1.56%) Windows 8
6 3 (1.17%) Windows 10
7 2 (0.78%) Unix
Processes & Methodologies
1 92 (35.94%) Business Intelligence
2 85 (33.20%) Analytics
3 68 (26.56%) ETL
4 55 (21.48%) Data Analysis
5 47 (18.36%) Visualisation
6 43 (16.80%) Data Modelling
7 38 (14.84%) Mathematics
8 34 (13.28%) Agile Software Development
8 34 (13.28%) Data Analytics
9 30 (11.72%) Data Visualisation
10 23 (8.98%) Statistics
11 21 (8.20%) Data Management
12 18 (7.03%) Data Integration
12 18 (7.03%) Decision Tree
13 17 (6.64%) Logical Data Model
13 17 (6.64%) Statistical Analysis
14 16 (6.25%) Data Flow Diagram
14 16 (6.25%) Migration
15 15 (5.86%) Data Cleansing
15 15 (5.86%) Economics
Programming Languages
1 159 (62.11%) SQL
2 50 (19.53%) Python
2 50 (19.53%) T-SQL
3 43 (16.80%) Java
4 41 (16.02%) R
5 30 (11.72%) PL/SQL
6 26 (10.16%) VBA
7 22 (8.59%) C#
8 14 (5.47%) MATLAB
9 10 (3.91%) PHP
10 8 (3.13%) PowerShell
10 8 (3.13%) Scala
11 7 (2.73%) Ruby
12 5 (1.95%) C++
12 5 (1.95%) VB
13 4 (1.56%) JavaScript
14 3 (1.17%) Shell Script
14 3 (1.17%) VB.NET
15 2 (0.78%) Perl
15 2 (0.78%) RPG
Qualifications
1 50 (19.53%) Degree
2 12 (4.69%) PhD
3 3 (1.17%) PMI Certification
4 2 (0.78%) Security Cleared
5 1 (0.39%) ISEB
Quality Assurance & Compliance
1 30 (11.72%) Data Quality
2 8 (3.13%) QA
3 2 (0.78%) HL7
4 1 (0.39%) EMIR
4 1 (0.39%) IFRS
4 1 (0.39%) IFRS 9
4 1 (0.39%) SDET
System Software
1 6 (2.34%) Docker
2 4 (1.56%) Active Directory
3 3 (1.17%) vSphere
Systems Management
1 6 (2.34%) Ansible
Vendors
1 48 (18.75%) Oracle
2 38 (14.84%) Tableau
3 27 (10.55%) Microsoft
4 24 (9.38%) Talend
5 20 (7.81%) SAP
6 13 (5.08%) Google
7 11 (4.30%) Informatica
8 9 (3.52%) MuleSoft
9 8 (3.13%) VMware
10 7 (2.73%) Adobe
11 6 (2.34%) Cognos
12 5 (1.95%) Remedy
13 4 (1.56%) TIBCO
14 3 (1.17%) IBM
14 3 (1.17%) Platfora
14 3 (1.17%) Sage
14 3 (1.17%) Salesforce.com
15 2 (0.78%) Apple
15 2 (0.78%) Omniture
15 2 (0.78%) Teradata
Liverpool
Foresight Solutions
Salary: £0 - £45,000 per year
Posted: 16 hours ago
West London
QVC
Salary: Competitive
Posted: 11 hours ago
South West London
Michael Page Technology
Salary: £37500 - £45000 per annum + benefits
Posted: 2 days ago
London
Computer People
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 3 days ago
Gatwick
Computer Futures
Salary: £55000 - £65000 per annum + Bonus + Health
Posted: Yesterday
London
Computer People
Salary: £35000.00 - £41000.00 per annum + Benefits
Posted: 3 days ago
Croydon
Churchill Frank
Salary: £35000 - £45000 per annum + 10% bonus
Posted: 7 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 15 days ago
City of London
TDA Group
Salary: £55000 - £65000 per annum
Posted: 12 days ago
Bristol
Vivid Resourcing
Posted: 27 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 9 days ago
Leeds
Next Ventures Limited
Salary: £40,000 - £45,000 per year
Posted: 8 days ago
Romford
Montash Limited
Salary: £45000.00 - £50000 per annum + benefits
Posted: 24 days ago