The table below looks at the prevalence of the term Data Extraction 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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Extraction
Rank 762 745 789
Rank change year-on-year
-17 +44
Permanent jobs citing Data Extraction 133 203 184
As % of all permanent IT jobs located in England 0.15% 0.20% 0.16%
As % of the Miscellaneous category 0.35% 0.48% 0.39%
Number of salaries quoted 113 135 149
Median salary £47,500 £40,000 £40,000
Median salary % change year-on-year
+18.75% -
90% offered a salary of more than £30,000 £27,200 £26,000
10% offered a salary of more than £60,000 £70,000 £65,000
UK excluding London median salary £45,000 £34,000 £37,500
% change year-on-year
+32.35% -9.33%
Data Extraction
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38006 42660 46735
As % of all permanent IT jobs located in England 41.84% 41.34% 41.34%
Number of salaries quoted 31505 34196 37527
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,000 £27,500 £29,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 Miscellaneous 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 25 June 2016.

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 25 June 2016. 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
(Click see detailed
statistics and trends)
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 +8 60 £52,500 - 8
East of England +40 15 £45,000 +80.00% 1
South East +22 14 £40,000 - 5
West Midlands -21 14 £47,500 +53.22% 1
North West +6 8 £26,250 -34.37% 1
North East - 5 £38,000 -
East Midlands +8 3 £50,000 - 1
South West +8 2 £33,750 -6.89%
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 25 June 2016, 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.

1 188 (66.67%) SQL
2 113 (40.07%) Business Intelligence
3 97 (34.40%) Finance
4 93 (32.98%) SQL Server
5 83 (29.43%) Analytical Skills
6 78 (27.66%) ETL
7 63 (22.34%) T-SQL
8 61 (21.63%) Data Warehouse
9 57 (20.21%) Microsoft
10 51 (18.09%) SQL Server Integration Services
11 50 (17.73%) Visualisation
12 49 (17.38%) Analytics
12 49 (17.38%) Degree
12 49 (17.38%) Data Analysis
13 48 (17.02%) SQL Server Reporting Services
13 48 (17.02%) MS Excel
14 46 (16.31%) Agile Software Development
15 39 (13.83%) JavaScript
16 34 (12.06%) Data Modelling
16 34 (12.06%) Marketing
17 33 (11.70%) SAS
17 33 (11.70%) C#
17 33 (11.70%) Mathematics
18 32 (11.35%) .NET
19 31 (10.99%) Computer Science
19 31 (10.99%) Data Quality
20 30 (10.64%) Tableau
20 30 (10.64%) HTML
20 30 (10.64%) CSS
20 30 (10.64%) Retail

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 33 (11.70%) SAS
2 6 (2.13%) Apache Spark
3 2 (0.71%) IIS
3 2 (0.71%) SharePoint
4 1 (0.35%) Apache Solr
4 1 (0.35%) CMS
4 1 (0.35%) IBM HTTP Server
4 1 (0.35%) MS Exchange
4 1 (0.35%) NetWeaver
Applications
1 48 (17.02%) MS Excel
2 17 (6.03%) MS PowerPoint
3 9 (3.19%) MS Office
4 7 (2.48%) Spreadsheet
5 3 (1.06%) SPSS
6 1 (0.35%) InDesign
6 1 (0.35%) Mathcad
6 1 (0.35%) Photoshop
Business Applications
1 9 (3.19%) SAP BPC
2 4 (1.42%) Lorenzo
2 4 (1.42%) Oracle Financials
3 2 (0.71%) WebTrends
4 1 (0.35%) Dynamics CRM
4 1 (0.35%) Oracle EBS
4 1 (0.35%) SAP APO
4 1 (0.35%) SAP ERP
Cloud Services
1 11 (3.90%) Google Analytics
2 10 (3.55%) Google Tag Manager
3 6 (2.13%) Adobe Analytics
4 1 (0.35%) Office 365
4 1 (0.35%) SaaS
Communications & Networking
1 7 (2.48%) Internet
2 3 (1.06%) TCP/IP
3 2 (0.71%) Firewall
4 1 (0.35%) DHCP
4 1 (0.35%) DNS
4 1 (0.35%) LAN
4 1 (0.35%) Network Security
4 1 (0.35%) VLAN
4 1 (0.35%) VPN
4 1 (0.35%) WAN
Database & Business Intelligence
1 93 (32.98%) SQL Server
2 61 (21.63%) Data Warehouse
3 51 (18.09%) SQL Server Integration Services
4 48 (17.02%) SQL Server Reporting Services
5 29 (10.28%) SQL Server 2012
6 27 (9.57%) BusinessObjects
6 27 (9.57%) SQL Server Analysis Services
7 26 (9.22%) OLAP
8 25 (8.87%) Relational Database
9 22 (7.80%) SAP BW
10 21 (7.45%) Hadoop
11 20 (7.09%) OLAP Cube
12 19 (6.74%) SAP BI
13 18 (6.38%) Big Data
14 15 (5.32%) SAP HANA
15 12 (4.26%) SQL Server 2008
16 10 (3.55%) Data Mining
16 10 (3.55%) SQL Server 2014
17 8 (2.84%) MongoDB
17 8 (2.84%) NoSQL
Development Applications
1 9 (3.19%) Talend Open Studio
2 5 (1.77%) SQL Server Management Studio (SSMS)
3 4 (1.42%) Babel
3 4 (1.42%) Eclipse
3 4 (1.42%) webpack
4 2 (0.71%) Team Foundation Server
5 1 (0.35%) Toad
5 1 (0.35%) Visual Studio
General
1 97 (34.40%) Finance
2 34 (12.06%) Marketing
3 30 (10.64%) Retail
4 15 (5.32%) Advertising
5 11 (3.90%) Banking
6 10 (3.55%) Pharmaceutical
7 8 (2.84%) Games
7 8 (2.84%) Local Government
8 7 (2.48%) German Language
8 7 (2.48%) Telecoms
9 3 (1.06%) Legal
10 2 (0.71%) Automotive
10 2 (0.71%) Back Office
10 2 (0.71%) Dutch Language
10 2 (0.71%) French Language
10 2 (0.71%) Law
10 2 (0.71%) Manufacturing
10 2 (0.71%) Military
11 1 (0.35%) Financial Institution
11 1 (0.35%) Publishing
Job Titles
1 103 (36.52%) Analyst
2 89 (31.56%) Developer
3 34 (12.06%) Business Intelligence Developer
4 33 (11.70%) Data Analyst
4 33 (11.70%) SQL Developer
5 32 (11.35%) Consultant
6 26 (9.22%) SQL Analyst
7 24 (8.51%) Excel Analyst
8 21 (7.45%) C# Developer
9 17 (6.03%) .NET Developer
9 17 (6.03%) C# .NET Developer
10 16 (5.67%) SAP Consultant
10 16 (5.67%) SQL Data Analyst
11 14 (4.96%) Business Intelligence Analyst
11 14 (4.96%) Business Intelligence Consultant
11 14 (4.96%) SAP BI Consultant
11 14 (4.96%) SAP BW Consultant
12 13 (4.61%) SQL BI Developer
13 12 (4.26%) SSIS Developer
14 11 (3.90%) Business Developer
Libraries, Frameworks & Software Standards
1 32 (11.35%) .NET
2 30 (10.64%) CSS
2 30 (10.64%) HTML
3 18 (6.38%) ASP.NET
4 15 (5.32%) XML
5 11 (3.90%) jQuery
6 7 (2.48%) AngularJS
7 5 (1.77%) GWT
7 5 (1.77%) WPF
7 5 (1.77%) XSLT
8 4 (1.42%) Classic ASP
8 4 (1.42%) MDX
8 4 (1.42%) REST
9 3 (1.06%) ODBC
10 2 (0.71%) Middleware
11 1 (0.35%) ELK Stack
11 1 (0.35%) J2EE
11 1 (0.35%) Regular Expression
11 1 (0.35%) Ruby on Rails
11 1 (0.35%) Theano
Miscellaneous
1 83 (29.43%) Analytical Skills
2 50 (17.73%) Visualisation
3 33 (11.70%) Mathematics
4 31 (10.99%) Computer Science
5 23 (8.16%) Management Information System
6 20 (7.09%) Statistics
7 17 (6.03%) Data Structures
8 13 (4.61%) Data Integration
9 10 (3.55%) Fintech
10 9 (3.19%) Credit Risk
10 9 (3.19%) User Experience
11 7 (2.48%) Mobile App
11 7 (2.48%) NHS
12 6 (2.13%) Data Conversion
12 6 (2.13%) Physics
12 6 (2.13%) SCADA
12 6 (2.13%) Smart Meter
13 5 (1.77%) Algorithms
13 5 (1.77%) Biology
13 5 (1.77%) Driving Licence
Operating Systems
1 12 (4.26%) Windows
2 9 (3.19%) Unix
3 8 (2.84%) Linux
4 5 (1.77%) Windows Server
5 2 (0.71%) Windows Server 2008
6 1 (0.35%) Windows 10
6 1 (0.35%) Windows 7
6 1 (0.35%) Windows 8
6 1 (0.35%) Windows Server 2012
Processes & Methodologies
1 113 (40.07%) Business Intelligence
2 78 (27.66%) ETL
3 49 (17.38%) Analytics
3 49 (17.38%) Data Analysis
4 46 (16.31%) Agile Software Development
5 34 (12.06%) Data Modelling
6 26 (9.22%) Migration
6 26 (9.22%) Web Development
7 25 (8.87%) Data Management
7 25 (8.87%) Web Analytics
8 23 (8.16%) Mentoring
9 21 (7.45%) Project Management
9 21 (7.45%) User Acceptance Testing
9 21 (7.45%) Validation
10 18 (6.38%) Data Cleansing
10 18 (6.38%) E-Commerce
11 15 (5.32%) Data Analytics
11 15 (5.32%) Data Visualisation
11 15 (5.32%) Performance Tuning
12 14 (4.96%) Software Engineering
Programming Languages
1 188 (66.67%) SQL
2 63 (22.34%) T-SQL
3 39 (13.83%) JavaScript
4 33 (11.70%) C#
5 17 (6.03%) Java
6 16 (5.67%) VBA
7 12 (4.26%) Python
8 11 (3.90%) R
9 10 (3.55%) PL/SQL
10 8 (2.84%) C++
10 8 (2.84%) VB
11 7 (2.48%) Scala
12 4 (1.42%) ES6
12 4 (1.42%) PHP
12 4 (1.42%) VBScript
13 3 (1.06%) C
14 2 (0.71%) Data Analysis Expressions (DAX)
14 2 (0.71%) PowerShell
14 2 (0.71%) Ruby
15 1 (0.35%) Lua
Qualifications
1 49 (17.38%) Degree
2 8 (2.84%) Security Cleared
3 7 (2.48%) SC Cleared
4 4 (1.42%) BPSS Clearance
4 4 (1.42%) PhD
5 3 (1.06%) PMI Certification
6 1 (0.35%) AAT
6 1 (0.35%) ACCA
6 1 (0.35%) CIMA
6 1 (0.35%) ISTQB
6 1 (0.35%) MBA
Quality Assurance & Compliance
1 31 (10.99%) Data Quality
2 15 (5.32%) QA
3 9 (3.19%) Sarbanes-Oxley
4 3 (1.06%) Basel II
5 1 (0.35%) HL7
System Software
1 3 (1.06%) Active Directory
2 2 (0.71%) HDFS
3 1 (0.35%) Hyper-V
3 1 (0.35%) vSphere
Systems Management
1 2 (0.71%) SCCM
1 2 (0.71%) Symantec Enterprise Vault
2 1 (0.35%) EnCase
2 1 (0.35%) FTK
2 1 (0.35%) ITRS Geneos
Vendors
1 57 (20.21%) Microsoft
2 30 (10.64%) Tableau
3 28 (9.93%) Oracle
3 28 (9.93%) SAP
4 11 (3.90%) Google
4 11 (3.90%) Informatica
5 9 (3.19%) MicroStrategy
5 9 (3.19%) Talend
6 7 (2.48%) Adobe
7 6 (2.13%) ESRI
8 5 (1.77%) Cognos
9 3 (1.06%) HP
9 3 (1.06%) Salesforce.com
10 2 (0.71%) Alteryx
10 2 (0.71%) Symantec
10 2 (0.71%) Xerox
11 1 (0.35%) AppDynamics
11 1 (0.35%) Palantir
11 1 (0.35%) Splunk
11 1 (0.35%) Twitter
London
Graham Matthews
Salary: From £40,000 to £45,000 per annum
Posted: 3 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Bonus and Benefits and Training
Posted: Yesterday
Birmingham, West Midlands (County)
Parallel Consulting
Salary: £40000 - £45000 per annum + package
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum + Benefits
Posted: 4 days ago
London
EY
Salary: Competitive
Posted: 3 days ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 5 days ago
Lincolnshire
Nigel Frank International Limited - Newcastle
Salary: £30000 - £60000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £50,000 plus exceptional benefits package
Posted: 2 days ago
Farnham
Hays Specialist Recruitment Ltd
Salary: £22000 - £27000 per annum + Package
Posted: 12 days ago
Leeds
Hays Specialist Recruitment
Salary: £25000.00 - £28000.00 per annum
Posted: 24 days ago
London
Recruitment Revolution Limited
Salary: Competitive Salary + Benefits Package
Posted: 11 days ago
London
Client Server
Salary: £45,000 to £60,000 + stock options
Posted: 24 days ago
Wokingham, Berkshire
V2
Salary: From £30,000 to £45,000 per annum plus uncapped bonus and benefits
Posted: 23 days ago
Manchester
Robert Walters UK
Salary: £35000 - £45000 per annum
Posted: 11 days ago