The table below looks at the statistics for Data Extraction skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Extraction
UK
Rank 715 771 811
Rank change year-on-year
+56 +40
Permanent jobs citing Data Extraction 126 168 155
As % of all permanent IT jobs located in the UK 0.15% 0.16% 0.15%
As % of the Processes & Methodologies category 0.17% 0.19% 0.17%
Number of salaries quoted 110 133 133
Median salary £45,000 £43,000 £40,000
Median salary % change year-on-year
+4.65% +7.50%
90% offered a salary of more than £30,000 £31,150 £27,079
10% offered a salary of more than £67,500 £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 across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
73636 90103 92424
As % of all permanent IT jobs located in the UK 88.79% 88.28% 86.67%
Number of salaries quoted 60524 74752 75526
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,250
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Extraction
Jobs Demand Trend

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

Data Extraction Jobs Demand Trend in the UK

Data Extraction
Salary Trend

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

Data Extraction Salary Trend in the UK

Data Extraction
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Extraction over the 3 months to 25 February 2017 within the UK.

Data Extraction Salary Histogram in the UK

Data Extraction
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the UK over the 3 months to 25 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
England +62 117 £45,000 +5.88% 17
London +82 78 £52,750 +5.50% 11
City of London +50 12 £43,750 -12.50% 2
South East +37 11 £37,500 -1.31% 3
West Midlands +35 10 £42,500 -9.63% 1
North West -13 8 £41,250 +25.95% 1
East of England +19 5 £42,500 +8.28%
Manchester -31 5 £35,000 +6.87%
Scotland +18 4 £60,000 +41.17% 1
Essex - 4 £42,500 -
South West - 4 £41,250 -
Surrey +46 3 £27,500 -8.33% 1
Glasgow +29 3 £60,000 -
Hampshire +28 3 £36,250 -3.33%
Oxfordshire - 3 £37,500 -
Oxford - 3 £37,500 -
Beckenham - 3 £45,000 -
Romford - 2 £46,250 -
Swindon - 2 £35,000 -
Bristol - 2 £47,500 -
Wiltshire - 2 £35,000 -
Solihull - 2 £30,000 -
Staffordshire - 2 £55,000 -
Berkshire +37 1 £72,500 +81.25% 1
Slough +24 1 £72,500 +163.63%
Yorkshire +21 1 £45,000 +32.35% 1
Leeds +18 1 £45,000 - 1
West Yorkshire +12 1 £45,000 +28.57% 1
Birmingham +9 1 £57,500 +22.25%
Wales +9 1 - -

Data Extraction
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Data Extraction.

1 171 (62.41%) SQL
2 103 (37.59%) Business Intelligence
3 98 (35.77%) SQL Server
4 85 (31.02%) Analytics
5 73 (26.64%) Finance
6 69 (25.18%) ETL
7 57 (20.80%) Data Analysis
8 55 (20.07%) Degree
9 50 (18.25%) Python
9 50 (18.25%) Data Warehouse
9 50 (18.25%) T-SQL
9 50 (18.25%) Oracle
10 48 (17.52%) SQL Server Integration Services
11 47 (17.15%) Visualisation
12 46 (16.79%) Analytical Skills
13 45 (16.42%) SQL Server Reporting Services
14 44 (16.06%) Data Modelling
15 43 (15.69%) Java
16 42 (15.33%) R
17 41 (14.96%) SAS
18 38 (13.87%) MS Excel
18 38 (13.87%) Tableau
19 36 (13.14%) Mathematics
20 35 (12.77%) Data Analytics
21 34 (12.41%) Relational Database
22 33 (12.04%) Microsoft
22 33 (12.04%) Agile Software Development
23 31 (11.31%) Windows
24 30 (10.95%) PL/SQL
24 30 (10.95%) Data Visualisation

Data Extraction
Top Related IT Skills 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 41 (14.96%) SAS
2 18 (6.57%) Apache Spark
3 5 (1.82%) Apache Pig
3 5 (1.82%) SharePoint
4 3 (1.09%) Apache
5 2 (0.73%) Apache Solr
6 1 (0.36%) MS Exchange
6 1 (0.36%) Mule
6 1 (0.36%) NetWeaver
6 1 (0.36%) OpenEdge
6 1 (0.36%) Oracle Service Bus
6 1 (0.36%) SAP Portal
6 1 (0.36%) WebLogic
6 1 (0.36%) WebSphere
Applications
1 38 (13.87%) MS Excel
2 13 (4.74%) SPSS
3 9 (3.28%) MS Visio
4 8 (2.92%) MS Office
5 7 (2.55%) MS PowerPoint
6 3 (1.09%) MS Project
7 1 (0.36%) EViews
Business Applications
1 8 (2.92%) SAP BPC
2 4 (1.46%) Data Workbench
3 3 (1.09%) SAP InfiniteInsight
4 1 (0.36%) Cognos Business Intelligence
4 1 (0.36%) Dynamics AX
4 1 (0.36%) Dynamics NAV
4 1 (0.36%) Epicor Tropos
4 1 (0.36%) Infor M3
4 1 (0.36%) Infor SunSystems
4 1 (0.36%) Movex
4 1 (0.36%) NetSuite
4 1 (0.36%) Oracle Financials
4 1 (0.36%) Raiser's Edge
4 1 (0.36%) Salesforce.com CRM
4 1 (0.36%) SAP Business One
4 1 (0.36%) SAP SD
Cloud Services
1 11 (4.01%) Google Analytics
2 9 (3.28%) Amazon AWS
3 7 (2.55%) Amazon EC2
4 6 (2.19%) Amazon EMR
4 6 (2.19%) Amazon Kinesis
4 6 (2.19%) Amazon S3
5 3 (1.09%) Adobe Analytics
Communications & Networking
1 1 (0.36%) DHCP
1 1 (0.36%) DNS
1 1 (0.36%) Firewall
1 1 (0.36%) Internet
1 1 (0.36%) Intranet
1 1 (0.36%) LAN
1 1 (0.36%) TCP/IP
1 1 (0.36%) VLAN
1 1 (0.36%) VPN
1 1 (0.36%) WAN
Database & Business Intelligence
1 98 (35.77%) SQL Server
2 50 (18.25%) Data Warehouse
3 48 (17.52%) SQL Server Integration Services
4 45 (16.42%) SQL Server Reporting Services
5 34 (12.41%) Relational Database
6 27 (9.85%) Big Data
6 27 (9.85%) BusinessObjects
7 26 (9.49%) QlikView
8 25 (9.12%) SQL Server 2008
9 21 (7.66%) Hadoop
9 21 (7.66%) RDBMS
10 18 (6.57%) Crystal Reports
10 18 (6.57%) SQL Server Analysis Services
11 17 (6.20%) Data Mining
12 15 (5.47%) Electronic Patient Records
12 15 (5.47%) Power BI
12 15 (5.47%) Spotfire
13 14 (5.11%) SQL Server 2005
14 13 (4.74%) ActiveReports
14 13 (4.74%) MongoDB
Development Applications
1 23 (8.39%) Talend Open Studio
2 4 (1.46%) Git (software)
3 3 (1.09%) Jenkins
3 3 (1.09%) JIRA
4 2 (0.73%) Cucumber
4 2 (0.73%) Rational Rhapsody
4 2 (0.73%) RSpec
4 2 (0.73%) Visual Studio
5 1 (0.36%) Ant
5 1 (0.36%) SQL Server Management Studio (SSMS)
5 1 (0.36%) Subversion
5 1 (0.36%) TeamCity
5 1 (0.36%) Toad
General
1 73 (26.64%) Finance
2 27 (9.85%) Marketing
3 23 (8.39%) Banking
4 19 (6.93%) Pharmaceutical
5 10 (3.65%) Legal
6 8 (2.92%) Law
7 6 (2.19%) Retail
8 5 (1.82%) Games
8 5 (1.82%) Manufacturing
9 3 (1.09%) Publishing
10 2 (0.73%) Automotive
10 2 (0.73%) Danish Language
10 2 (0.73%) Financial Institution
10 2 (0.73%) Investment Banking
10 2 (0.73%) Local Government
10 2 (0.73%) Telecoms
11 1 (0.36%) Advertising
11 1 (0.36%) Billing
11 1 (0.36%) Corporate Banking
Job Titles
1 80 (29.20%) Analyst
2 64 (23.36%) Developer
3 33 (12.04%) Data Analyst
4 28 (10.22%) Business Intelligence Analyst
5 21 (7.66%) Business Intelligence Developer
5 21 (7.66%) Data Scientist
6 16 (5.84%) Consultant
7 15 (5.47%) SQL Analyst
8 14 (5.11%) Data Engineer
9 13 (4.74%) Data Manager
9 13 (4.74%) SSIS Developer
10 12 (4.38%) Applications Manager
10 12 (4.38%) Senior Analyst
10 12 (4.38%) SQL Data Analyst
11 11 (4.01%) Analytics Manager
11 11 (4.01%) SSRS Developer
11 11 (4.01%) Support Engineer
12 10 (3.65%) Architect
12 10 (3.65%) C# Developer
12 10 (3.65%) SQL Developer
Libraries, Frameworks & Software Standards
1 21 (7.66%) .NET
2 12 (4.38%) Web Services
3 11 (4.01%) ASP.NET
4 8 (2.92%) Natural Language Processing
5 7 (2.55%) ODBC
5 7 (2.55%) WCF
5 7 (2.55%) WPF
6 6 (2.19%) XML
7 3 (1.09%) JSON
7 3 (1.09%) Middleware
7 3 (1.09%) SOAP
8 2 (0.73%) Gherkin
8 2 (0.73%) HTML
8 2 (0.73%) Lucene
8 2 (0.73%) MDX
8 2 (0.73%) Regular Expression
9 1 (0.36%) COM
9 1 (0.36%) SAP Basis
9 1 (0.36%) WinForms
9 1 (0.36%) XSLT
Miscellaneous
1 46 (16.79%) Analytical Skills
2 24 (8.76%) Computer Science
3 16 (5.84%) Management Information System
4 15 (5.47%) Life Science
5 7 (2.55%) Credit Risk
6 3 (1.09%) Driving Licence
6 3 (1.09%) Fintech
6 3 (1.09%) Reinsurance
7 2 (0.73%) AS400
7 2 (0.73%) Data Structures
7 2 (0.73%) Derivative
7 2 (0.73%) Equities
7 2 (0.73%) Fixed Income
7 2 (0.73%) Foreign Exchange (FX)
7 2 (0.73%) iSeries
7 2 (0.73%) PMI
7 2 (0.73%) Reference Data
7 2 (0.73%) User Experience
7 2 (0.73%) Virtual Team
8 1 (0.36%) Replication
Operating Systems
1 31 (11.31%) Windows
2 24 (8.76%) Linux
3 6 (2.19%) Windows Server
4 5 (1.82%) Unix
4 5 (1.82%) Windows Server 2008
5 4 (1.46%) Windows 7
5 4 (1.46%) Windows 8
6 3 (1.09%) Windows 10
Processes & Methodologies
1 103 (37.59%) Business Intelligence
2 85 (31.02%) Analytics
3 69 (25.18%) ETL
4 57 (20.80%) Data Analysis
5 47 (17.15%) Visualisation
6 44 (16.06%) Data Modelling
7 36 (13.14%) Mathematics
8 35 (12.77%) Data Analytics
9 33 (12.04%) Agile Software Development
10 30 (10.95%) Data Visualisation
11 23 (8.39%) Statistics
12 21 (7.66%) Data Management
13 18 (6.57%) Data Cleansing
13 18 (6.57%) Data Integration
13 18 (6.57%) Decision Tree
13 18 (6.57%) Statistical Analysis
14 17 (6.20%) Logical Data Model
15 16 (5.84%) Data Flow Diagram
15 16 (5.84%) Migration
15 16 (5.84%) Performance Monitoring
Programming Languages
1 171 (62.41%) SQL
2 50 (18.25%) Python
2 50 (18.25%) T-SQL
3 43 (15.69%) Java
4 42 (15.33%) R
5 30 (10.95%) PL/SQL
6 26 (9.49%) VBA
7 23 (8.39%) C#
8 14 (5.11%) MATLAB
9 10 (3.65%) PHP
10 9 (3.28%) PowerShell
11 8 (2.92%) Scala
12 7 (2.55%) Ruby
13 6 (2.19%) C++
14 5 (1.82%) VB
15 3 (1.09%) JavaScript
15 3 (1.09%) Shell Script
15 3 (1.09%) VB.NET
16 2 (0.73%) Perl
16 2 (0.73%) RPG
Qualifications
1 55 (20.07%) Degree
2 12 (4.38%) PhD
3 3 (1.09%) Security Cleared
4 2 (0.73%) PMI Certification
5 1 (0.36%) ISEB
Quality Assurance & Compliance
1 30 (10.95%) Data Quality
2 8 (2.92%) QA
3 2 (0.73%) HL7
4 1 (0.36%) EMIR
4 1 (0.36%) IFRS
4 1 (0.36%) IFRS 9
4 1 (0.36%) SDET
System Software
1 6 (2.19%) Docker
2 4 (1.46%) Active Directory
3 3 (1.09%) vSphere
Systems Management
1 6 (2.19%) Ansible
Vendors
1 50 (18.25%) Oracle
2 38 (13.87%) Tableau
3 33 (12.04%) Microsoft
4 23 (8.39%) SAP
4 23 (8.39%) Talend
5 12 (4.38%) Google
6 10 (3.65%) Informatica
7 9 (3.28%) MuleSoft
8 8 (2.92%) VMware
9 7 (2.55%) Adobe
10 6 (2.19%) Cognos
11 5 (1.82%) Remedy
12 4 (1.46%) TIBCO
13 3 (1.09%) IBM
13 3 (1.09%) MicroStrategy
13 3 (1.09%) Platfora
13 3 (1.09%) Sage
14 2 (0.73%) Apple
14 2 (0.73%) Salesforce.com
14 2 (0.73%) Teradata
East London
Lorien Resourcing
Salary: £40000 - £55000 per annum + Bonus + Benefits
Posted: Yesterday
Liverpool
Foresight Solutions
Salary: £0 - £45,000 per year
Posted: 2 days ago
West London
QVC
Salary: Competitive
Posted: 2 days ago
East London
Lorien Resourcing
Salary: £70000 - £100000 per annum + Car Allow + Bonus + Benefits
Posted: Yesterday
London
Computer People
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 4 days ago
South West London
Michael Page Technology
Salary: £37500 - £45000 per annum + benefits
Posted: 4 days ago
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 6 days ago
Gatwick
Computer Futures
Salary: £55000 - £65000 per annum + Bonus + Health
Posted: 3 days ago
London
Computer People
Salary: £35000.00 - £41000.00 per annum + Benefits
Posted: 4 days ago
Croydon
Churchill Frank
Salary: £35000 - £45000 per annum + 10% bonus
Posted: 9 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 8 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 17 days ago
City of London
TDA Group
Salary: £55000 - £65000 per annum
Posted: 14 days ago
London
Client Server
Salary: £50k to £65k + stock options
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Leeds
Next Ventures Limited
Salary: £40,000 - £45,000 per year
Posted: 10 days ago