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 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Extraction
Rank 772 744 796
Rank change year-on-year
-28 +52
Permanent jobs citing Data Extraction 134 192 171
As % of all permanent IT jobs located in England 0.15% 0.19% 0.15%
As % of the Miscellaneous category 0.35% 0.47% 0.37%
Number of salaries quoted 117 131 141
Median salary £47,500 £40,000 £40,000
Median salary % change year-on-year
+18.75% -
90% offered a salary of more than £32,650 £29,000 £27,500
10% offered a salary of more than £60,000 £67,500 £65,000
UK excluding London median salary £43,438 £40,000 £40,000
% change year-on-year
+8.59% -
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
38840 40467 46501
As % of all permanent IT jobs located in England 42.23% 40.70% 41.64%
Number of salaries quoted 32016 32310 37524
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 £28,500
10% offered a salary of more than £78,000 £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 31 May 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 31 May 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 -26 55 £52,500 -12.50% 17
South East -1 16 £42,500 +13.33% 2
West Midlands -3 14 £47,500 +47.28%
North West +10 13 £35,000 -12.50% 4
East of England +24 11 £43,750 +75.00%
East Midlands +14 8 £50,000 -4.76%
North East - 6 £37,000 -
South West -2 1 £48,000 +23.07%
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 31 May 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.

1 200 (69.44%) SQL
2 112 (38.89%) Business Intelligence
3 101 (35.07%) Finance
4 98 (34.03%) SQL Server
5 90 (31.25%) Analytical Skills
6 82 (28.47%) ETL
7 70 (24.31%) Data Warehouse
8 65 (22.57%) T-SQL
9 55 (19.10%) Microsoft
10 53 (18.40%) SQL Server Integration Services
11 51 (17.71%) Data Analysis
11 51 (17.71%) Visualisation
12 49 (17.01%) Analytics
12 49 (17.01%) MS Excel
13 48 (16.67%) SQL Server Reporting Services
13 48 (16.67%) Degree
14 42 (14.58%) SAS
15 41 (14.24%) Agile Software Development
16 39 (13.54%) JavaScript
17 37 (12.85%) Tableau
18 33 (11.46%) Marketing
18 33 (11.46%) Data Modelling
18 33 (11.46%) Management Information System
18 33 (11.46%) SQL Server 2012
19 32 (11.11%) Computer Science
20 31 (10.76%) Mathematics
20 31 (10.76%) .NET
21 28 (9.72%) Oracle
21 28 (9.72%) Data Quality
22 27 (9.38%) Hadoop

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 42 (14.58%) SAS
2 8 (2.78%) Apache Spark
3 2 (0.69%) IIS
3 2 (0.69%) 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 49 (17.01%) MS Excel
2 15 (5.21%) MS PowerPoint
3 6 (2.08%) Spreadsheet
4 5 (1.74%) MS Office
5 4 (1.39%) SPSS
6 1 (0.35%) Mathcad
6 1 (0.35%) MS Visio
Business Applications
1 9 (3.13%) SAP BPC
2 5 (1.74%) Lorenzo
3 4 (1.39%) Oracle Financials
4 2 (0.69%) WebTrends
5 1 (0.35%) Dynamics AX
5 1 (0.35%) SAP APO
Cloud Services
1 11 (3.82%) Google Analytics
2 10 (3.47%) Google Tag Manager
3 5 (1.74%) Adobe Analytics
4 1 (0.35%) Amazon AWS
4 1 (0.35%) Office 365
4 1 (0.35%) SaaS
Communications & Networking
1 6 (2.08%) Internet
2 4 (1.39%) TCP/IP
3 2 (0.69%) 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 98 (34.03%) SQL Server
2 70 (24.31%) Data Warehouse
3 53 (18.40%) SQL Server Integration Services
4 48 (16.67%) SQL Server Reporting Services
5 33 (11.46%) SQL Server 2012
6 27 (9.38%) Hadoop
7 26 (9.03%) OLAP
7 26 (9.03%) Relational Database
7 26 (9.03%) SQL Server Analysis Services
8 23 (7.99%) BusinessObjects
9 20 (6.94%) OLAP Cube
10 19 (6.60%) SAP BW
11 18 (6.25%) Big Data
12 17 (5.90%) SAP BI
13 12 (4.17%) SAP HANA
13 12 (4.17%) SQL Server 2008
14 11 (3.82%) Data Mining
15 10 (3.47%) SQL Server 2014
16 9 (3.13%) MongoDB
16 9 (3.13%) NoSQL
Development Applications
1 11 (3.82%) Talend Open Studio
2 5 (1.74%) SQL Server Management Studio (SSMS)
3 4 (1.39%) Eclipse
4 2 (0.69%) Team Foundation Server
4 2 (0.69%) Visual Studio
5 1 (0.35%) Babel
5 1 (0.35%) Toad
5 1 (0.35%) webpack
General
1 101 (35.07%) Finance
2 33 (11.46%) Marketing
3 26 (9.03%) Retail
4 14 (4.86%) Advertising
5 11 (3.82%) Banking
5 11 (3.82%) Pharmaceutical
6 8 (2.78%) Games
7 7 (2.43%) German Language
7 7 (2.43%) Local Government
7 7 (2.43%) Telecoms
8 4 (1.39%) Legal
9 2 (0.69%) Automotive
9 2 (0.69%) Back Office
9 2 (0.69%) Dutch Language
9 2 (0.69%) French Language
9 2 (0.69%) Law
9 2 (0.69%) Manufacturing
9 2 (0.69%) Military
10 1 (0.35%) Financial Institution
Job Titles
1 101 (35.07%) Developer
2 99 (34.38%) Analyst
3 41 (14.24%) SQL Developer
4 36 (12.50%) Business Intelligence Developer
5 35 (12.15%) Data Analyst
6 26 (9.03%) Consultant
7 24 (8.33%) Excel Analyst
7 24 (8.33%) SQL Analyst
8 19 (6.60%) C# Developer
9 16 (5.56%) SQL Data Analyst
10 14 (4.86%) .NET Developer
10 14 (4.86%) C# .NET Developer
10 14 (4.86%) SQL BI Developer
10 14 (4.86%) SSIS Developer
11 13 (4.51%) SAP Consultant
12 12 (4.17%) Business Developer
12 12 (4.17%) Business Intelligence Analyst
12 12 (4.17%) Business Intelligence Consultant
12 12 (4.17%) JavaScript Developer
12 12 (4.17%) Senior Analyst
Libraries, Frameworks & Software Standards
1 31 (10.76%) .NET
2 26 (9.03%) CSS
2 26 (9.03%) HTML
3 18 (6.25%) ASP.NET
4 14 (4.86%) XML
5 10 (3.47%) AngularJS
5 10 (3.47%) jQuery
6 9 (3.13%) GWT
6 9 (3.13%) XSLT
7 5 (1.74%) MDX
8 3 (1.04%) Classic ASP
8 3 (1.04%) ODBC
8 3 (1.04%) WPF
9 2 (0.69%) Middleware
10 1 (0.35%) D3.js
10 1 (0.35%) J2EE
10 1 (0.35%) Kafka
10 1 (0.35%) Regular Expression
10 1 (0.35%) REST
10 1 (0.35%) Web Services
Miscellaneous
1 90 (31.25%) Analytical Skills
2 51 (17.71%) Visualisation
3 33 (11.46%) Management Information System
4 32 (11.11%) Computer Science
5 31 (10.76%) Mathematics
6 22 (7.64%) Data Structures
7 20 (6.94%) Statistics
8 11 (3.82%) Data Integration
9 8 (2.78%) NHS
10 7 (2.43%) Mobile App
11 6 (2.08%) Credit Risk
11 6 (2.08%) Data Conversion
11 6 (2.08%) Fintech
11 6 (2.08%) SCADA
11 6 (2.08%) Smart Meter
12 5 (1.74%) Driving Licence
12 5 (1.74%) Physics
12 5 (1.74%) User Experience
13 4 (1.39%) Economics
13 4 (1.39%) Online Games
Operating Systems
1 11 (3.82%) Windows
2 8 (2.78%) Linux
3 6 (2.08%) Windows Server
4 5 (1.74%) Unix
5 3 (1.04%) 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
1 112 (38.89%) Business Intelligence
2 82 (28.47%) ETL
3 51 (17.71%) Data Analysis
4 49 (17.01%) Analytics
5 41 (14.24%) Agile Software Development
6 33 (11.46%) Data Modelling
7 27 (9.38%) Migration
8 25 (8.68%) Web Development
9 24 (8.33%) Data Management
10 23 (7.99%) Mentoring
10 23 (7.99%) Web Analytics
11 22 (7.64%) Validation
12 20 (6.94%) Project Management
13 18 (6.25%) CRM
13 18 (6.25%) Software Engineering
13 18 (6.25%) User Acceptance Testing
14 15 (5.21%) Data Cleansing
15 14 (4.86%) Data Analytics
15 14 (4.86%) Data Reconciliation
15 14 (4.86%) Data Visualisation
Programming Languages
1 200 (69.44%) SQL
2 65 (22.57%) T-SQL
3 39 (13.54%) JavaScript
4 27 (9.38%) C#
5 17 (5.90%) Java
5 17 (5.90%) Python
6 15 (5.21%) VBA
7 13 (4.51%) R
8 12 (4.17%) PL/SQL
9 8 (2.78%) Scala
10 7 (2.43%) C++
10 7 (2.43%) VB
11 3 (1.04%) C
11 3 (1.04%) VBScript
12 2 (0.69%) Data Analysis Expressions (DAX)
12 2 (0.69%) MATLAB
12 2 (0.69%) PHP
12 2 (0.69%) PowerShell
13 1 (0.35%) ES6
13 1 (0.35%) Lua
Qualifications
1 48 (16.67%) Degree
2 7 (2.43%) PhD
3 5 (1.74%) BPSS Clearance
3 5 (1.74%) SC Cleared
3 5 (1.74%) Security Cleared
4 1 (0.35%) AAT
4 1 (0.35%) ACCA
4 1 (0.35%) CIMA
4 1 (0.35%) ISTQB
4 1 (0.35%) MBA
Quality Assurance & Compliance
1 28 (9.72%) Data Quality
2 12 (4.17%) QA
3 9 (3.13%) Sarbanes-Oxley
4 3 (1.04%) Basel II
5 1 (0.35%) HL7
System Software
1 4 (1.39%) Active Directory
2 2 (0.69%) HDFS
3 1 (0.35%) Hyper-V
3 1 (0.35%) vSphere
Systems Management
1 3 (1.04%) SCCM
1 3 (1.04%) Symantec Enterprise Vault
2 1 (0.35%) EnCase
2 1 (0.35%) FTK
2 1 (0.35%) ITRS Geneos
Vendors
1 55 (19.10%) Microsoft
2 37 (12.85%) Tableau
3 28 (9.72%) Oracle
4 25 (8.68%) SAP
5 12 (4.17%) Informatica
6 11 (3.82%) Google
6 11 (3.82%) Talend
7 8 (2.78%) MicroStrategy
8 6 (2.08%) Alteryx
8 6 (2.08%) Cognos
8 6 (2.08%) ESRI
9 5 (1.74%) Adobe
10 3 (1.04%) HP
10 3 (1.04%) Salesforce.com
10 3 (1.04%) Symantec
11 2 (0.69%) Xerox
12 1 (0.35%) AppDynamics
12 1 (0.35%) Palantir
12 1 (0.35%) Snowplow
12 1 (0.35%) Twitter
London
TEKsystems
Salary: £35000 - £45000 per annum + brilliant bonuses and benefits
Posted: 10 hours ago
City, London
Harrington Starr
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 2 days ago
Manchester, Lancashire
Uniting Ambition
Salary: £30k - 35k per year
Posted: 6 days ago
Merseyside
Arden Resourcing Limited
Salary: £45000.00 - £55000.00 per annum + Market Leading Benefits Package
Posted: 4 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Bonus and Benefits and Training
Posted: 2 days ago
West London
Clearwater People Solutions
Salary: £45000 - £55000 Per Annum
Posted: 6 days ago
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Excellent benefits
Posted: 8 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £50,000 plus exceptional benefits package
Posted: 6 hours ago
City Of London
HFG
Salary: £50000 - £55000 per annum, Benefits: Bonus + Corp Bens.
Posted: 15 days ago
City Of London
HFG
Salary: £50000 - £55000 per annum, Benefits: Bonus + Corp Bens.
Posted: 15 days ago
London
Computer Futures
Salary: £40000 - £50000 per annum + competitive
Posted: 14 days ago
Leeds, West Yorkshire
Searchability
Salary: £50000 - £55000 per annum
Posted: 6 days ago
City, London
Client Server
Salary: £45k to £60k + stock options
Posted: 6 days ago
London
Client Server
Salary: £45k to £60k + stock options
Posted: 6 days ago
Surrey
Churchill Frank International
Salary: £30000 - £40000 per annum + Bonus
Posted: 18 days ago
England
Lawrence Harvey
Salary: £45000.00 - £60000 per annum
Posted: 8 days ago
London
Churchill Frank International
Salary: £45000 - £60000 per annum + Car allowance and Bonus
Posted: 22 days ago
London
EY
Salary: Competitive
Posted: 26 days ago
London
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum + Excellent Benefits Package
Posted: 6 days ago
Manchester
Robert Walters UK
Salary: £35000 - £45000 per annum
Posted: 25 days ago