The table below looks at the prevalence of the term Data Extraction 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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Extraction
UK
Rank 713 777 789
Rank change year-on-year
+64 +12
Permanent jobs citing Data Extraction 136 162 162
As % of all permanent IT jobs located in the UK 0.16% 0.16% 0.15%
As % of the Miscellaneous category 0.40% 0.38% 0.38%
Number of salaries quoted 121 116 130
Median salary £47,500 £42,000 £42,500
Median salary % change year-on-year
+13.09% -1.17%
90% offered a salary of more than £30,350 £27,500 £27,144
10% offered a salary of more than £65,000 £65,000 £57,750
UK excluding London median salary £42,500 £34,000 £35,000
% change year-on-year
+25.00% -2.85%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
34145 42640 42584
As % of all permanent IT jobs located in the UK 40.46% 42.66% 40.48%
Number of salaries quoted 27843 34180 34549
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £28,750 £30,000 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 Miscellaneous 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 20 January 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 20 January 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 +66 132 £47,500 +13.09% 20
London +88 81 £53,000 +11.57% 9
North West -7 17 £46,250 +25.00% 2
South East +52 16 £30,000 -10.44% 2
City of London +28 15 £60,000 +84.61%
Manchester -15 12 £50,000 +58.73% 2
East of England +26 8 £42,500 +13.33% 1
Hampshire +16 8 £30,000 -10.44% 1
West Midlands -2 7 £55,000 +16.94% 3
Essex - 6 £42,500 -
Staffordshire - 4 £55,000 -
Berkshire +41 3 £72,500 +81.25%
Surrey +31 3 £27,500 +14.58% 1
Beckenham - 3 £45,000 -
Glasgow +28 2 £60,000 -
Scotland +23 2 £60,000 - 1
Cheshire +17 2 £24,500 -38.75%
South West +7 2 £47,500 - 2
Hertfordshire 0 2 £55,000 +46.66%
Bristol -1 2 £47,500 - 1
Liverpool -6 2 £55,000 +48.64%
Merseyside -6 2 £55,000 +48.64%
Chester - 2 £24,500 -
Slough +34 1 £72,500 +163.63%
West Yorkshire +15 1 £50,000 +42.85%
Leeds +11 1 £50,000 +42.85%
West Sussex +7 1 - -
East Midlands +7 1 £28,500 - 1
Yorkshire +4 1 £50,000 +47.05%
County Antrim -4 1 £40,000 +45.45%

Data Extraction
Top 30 Related IT Skills

For the 6 months to 20 January 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.

1 188 (65.96%) SQL
2 104 (36.49%) Business Intelligence
3 101 (35.44%) SQL Server
4 90 (31.58%) Finance
5 87 (30.53%) Analytics
6 68 (23.86%) ETL
7 65 (22.81%) Data Analysis
8 62 (21.75%) Degree
9 60 (21.05%) T-SQL
10 54 (18.95%) Oracle
11 53 (18.60%) Analytical Skills
12 50 (17.54%) SQL Server Integration Services
13 48 (16.84%) Python
13 48 (16.84%) MS Excel
14 47 (16.49%) Data Warehouse
15 42 (14.74%) SAS
15 42 (14.74%) Visualisation
16 41 (14.39%) Java
17 40 (14.04%) SQL Server Reporting Services
18 38 (13.33%) Microsoft
19 37 (12.98%) Windows
19 37 (12.98%) Data Analytics
19 37 (12.98%) R
20 36 (12.63%) Agile Software Development
20 36 (12.63%) Data Modelling
21 35 (12.28%) Big Data
22 34 (11.93%) Data Quality
22 34 (11.93%) Tableau
23 33 (11.58%) Relational Database
23 33 (11.58%) Mathematics

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 42 (14.74%) SAS
2 17 (5.96%) Apache Spark
3 6 (2.11%) SharePoint
4 4 (1.40%) Apache Pig
5 2 (0.70%) Apache
5 2 (0.70%) Confluence
6 1 (0.35%) Apache Solr
6 1 (0.35%) IIS
6 1 (0.35%) MS Exchange
6 1 (0.35%) Mule
6 1 (0.35%) OpenEdge
6 1 (0.35%) Oracle Service Bus
6 1 (0.35%) SAP Portal
6 1 (0.35%) Tomcat
6 1 (0.35%) WebLogic
6 1 (0.35%) WebSphere
Applications
1 48 (16.84%) MS Excel
2 12 (4.21%) MS PowerPoint
3 11 (3.86%) MS Office
4 9 (3.16%) MS Visio
4 9 (3.16%) SPSS
5 4 (1.40%) MS Project
6 1 (0.35%) EViews
Business Applications
1 6 (2.11%) SAP BPC
2 4 (1.40%) Data Workbench
3 2 (0.70%) Salesforce.com CRM
4 1 (0.35%) Cognos Business Intelligence
4 1 (0.35%) Dynamics AX
4 1 (0.35%) Dynamics NAV
4 1 (0.35%) Epicor Tropos
4 1 (0.35%) Infor M3
4 1 (0.35%) Infor SunSystems
4 1 (0.35%) Movex
4 1 (0.35%) Oracle Financials
4 1 (0.35%) SAP Business One
Cloud Services
1 12 (4.21%) Google Analytics
2 10 (3.51%) Amazon AWS
3 6 (2.11%) Amazon EC2
3 6 (2.11%) Amazon EMR
3 6 (2.11%) Amazon Kinesis
3 6 (2.11%) Amazon S3
4 3 (1.05%) Adobe Analytics
4 3 (1.05%) AdWords
4 3 (1.05%) Google Tag Manager
5 1 (0.35%) Amazon ELB
5 1 (0.35%) Force.com
5 1 (0.35%) SaaS
Communications & Networking
1 2 (0.70%) Firewall
2 1 (0.35%) Cisco ASA
2 1 (0.35%) DHCP
2 1 (0.35%) DNS
2 1 (0.35%) FTP
2 1 (0.35%) Internet
2 1 (0.35%) Intranet
2 1 (0.35%) LAN
2 1 (0.35%) TCP/IP
2 1 (0.35%) VLAN
2 1 (0.35%) VPN
2 1 (0.35%) WAN
2 1 (0.35%) WebEx
2 1 (0.35%) Wireshark
Database & Business Intelligence
1 101 (35.44%) SQL Server
2 50 (17.54%) SQL Server Integration Services
3 47 (16.49%) Data Warehouse
4 40 (14.04%) SQL Server Reporting Services
5 35 (12.28%) Big Data
6 33 (11.58%) Relational Database
7 29 (10.18%) SQL Server 2008
8 25 (8.77%) BusinessObjects
8 25 (8.77%) QlikView
9 24 (8.42%) Hadoop
10 20 (7.02%) SQL Server Analysis Services
11 19 (6.67%) Crystal Reports
12 18 (6.32%) RDBMS
13 17 (5.96%) MySQL
14 16 (5.61%) SQL Server 2005
15 15 (5.26%) Data Mining
16 14 (4.91%) MongoDB
16 14 (4.91%) Power BI
17 13 (4.56%) Oracle Database
18 12 (4.21%) Oracle Database 11g
Development Applications
1 25 (8.77%) Talend Open Studio
2 10 (3.51%) JIRA
3 9 (3.16%) Jenkins
4 8 (2.81%) Git (software)
5 6 (2.11%) Cucumber
5 6 (2.11%) RSpec
6 5 (1.75%) Visual Studio
7 2 (0.70%) Ant
8 1 (0.35%) Capybara
8 1 (0.35%) Jasmine
8 1 (0.35%) Mocha
8 1 (0.35%) PhantomJS
8 1 (0.35%) Selenium
8 1 (0.35%) SQL Server Management Studio (SSMS)
8 1 (0.35%) Subversion
8 1 (0.35%) TeamCity
General
1 90 (31.58%) Finance
2 30 (10.53%) Marketing
3 23 (8.07%) Banking
4 16 (5.61%) Pharmaceutical
5 11 (3.86%) Retail
6 9 (3.16%) Legal
7 8 (2.81%) Law
8 5 (1.75%) Manufacturing
9 4 (1.40%) Games
10 3 (1.05%) Publishing
11 2 (0.70%) Automotive
11 2 (0.70%) Billing
11 2 (0.70%) Danish Language
11 2 (0.70%) Financial Institution
11 2 (0.70%) Local Government
12 1 (0.35%) Advertising
12 1 (0.35%) Back Office
12 1 (0.35%) Investment Banking
Job Titles
1 87 (30.53%) Analyst
2 70 (24.56%) Developer
3 37 (12.98%) Data Analyst
4 28 (9.82%) Business Intelligence Analyst
5 22 (7.72%) SQL Analyst
6 18 (6.32%) Data Scientist
6 18 (6.32%) SQL Developer
7 17 (5.96%) C# Developer
8 15 (5.26%) Business Intelligence Developer
8 15 (5.26%) SQL Data Analyst
9 14 (4.91%) Data Engineer
10 13 (4.56%) Consultant
10 13 (4.56%) Senior Analyst
10 13 (4.56%) SSIS Developer
10 13 (4.56%) Support Engineer
11 12 (4.21%) .NET Developer
11 12 (4.21%) Junior
12 11 (3.86%) Applications Manager
12 11 (3.86%) Data Manager
13 10 (3.51%) Analytics Manager
Libraries, Frameworks & Software Standards
1 31 (10.88%) .NET
2 19 (6.67%) XML
3 15 (5.26%) ASP.NET
4 14 (4.91%) Web Services
5 11 (3.86%) ODBC
6 7 (2.46%) JSON
6 7 (2.46%) WCF
6 7 (2.46%) WPF
7 6 (2.11%) Gherkin
8 5 (1.75%) Natural Language Processing
9 4 (1.40%) HTML
9 4 (1.40%) Middleware
10 3 (1.05%) jQuery
10 3 (1.05%) MDX
10 3 (1.05%) SOAP
11 2 (0.70%) COM
11 2 (0.70%) REST
11 2 (0.70%) RESTful
12 1 (0.35%) ADO.NET
12 1 (0.35%) XSLT
Miscellaneous
1 53 (18.60%) Analytical Skills
2 42 (14.74%) Visualisation
3 33 (11.58%) Mathematics
4 25 (8.77%) Computer Science
5 22 (7.72%) Statistics
6 17 (5.96%) Management Information System
7 15 (5.26%) Data Integration
8 13 (4.56%) Economics
9 12 (4.21%) Life Science
10 8 (2.81%) Credit Risk
11 5 (1.75%) Data Structures
11 5 (1.75%) PMI
11 5 (1.75%) Reference Data
11 5 (1.75%) Tandem
12 4 (1.40%) Driving Licence
13 3 (1.05%) Applied Mathematics
13 3 (1.05%) User Experience
14 2 (0.70%) Derivative
14 2 (0.70%) Equities
14 2 (0.70%) Foreign Exchange (FX)
Operating Systems
1 37 (12.98%) Windows
2 23 (8.07%) Linux
3 9 (3.16%) Unix
4 6 (2.11%) Windows Server
5 5 (1.75%) Windows Server 2008
6 4 (1.40%) Windows 7
6 4 (1.40%) Windows 8
7 3 (1.05%) Windows 10
8 1 (0.35%) AIX
8 1 (0.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 104 (36.49%) Business Intelligence
2 87 (30.53%) Analytics
3 68 (23.86%) ETL
4 65 (22.81%) Data Analysis
5 37 (12.98%) Data Analytics
6 36 (12.63%) Agile Software Development
6 36 (12.63%) Data Modelling
7 25 (8.77%) Data Visualisation
8 23 (8.07%) Migration
9 21 (7.37%) Data Cleansing
10 19 (6.67%) Data Management
10 19 (6.67%) Statistical Analysis
11 17 (5.96%) E-Commerce
12 16 (5.61%) Data Migration
13 14 (4.91%) Logical Data Model
14 13 (4.56%) CRM
14 13 (4.56%) Data Flow Diagram
15 12 (4.21%) Dashboard Development
15 12 (4.21%) Project Management
15 12 (4.21%) Validation
Programming Languages
1 188 (65.96%) SQL
2 60 (21.05%) T-SQL
3 48 (16.84%) Python
4 41 (14.39%) Java
5 37 (12.98%) R
6 29 (10.18%) PL/SQL
7 26 (9.12%) C#
8 22 (7.72%) VBA
9 15 (5.26%) MATLAB
10 13 (4.56%) Ruby
11 12 (4.21%) PHP
12 9 (3.16%) C++
12 9 (3.16%) JavaScript
12 9 (3.16%) PowerShell
13 8 (2.81%) Scala
14 6 (2.11%) VB
15 5 (1.75%) VB.NET
16 4 (1.40%) Perl
16 4 (1.40%) Shell Script
17 2 (0.70%) SAS Macro
Qualifications
1 62 (21.75%) Degree
2 10 (3.51%) PhD
3 5 (1.75%) PMI Certification
4 1 (0.35%) ISEB
Quality Assurance & Compliance
1 34 (11.93%) Data Quality
2 12 (4.21%) QA
3 2 (0.70%) HL7
4 1 (0.35%) SDET
System Software
1 6 (2.11%) Docker
2 4 (1.40%) Active Directory
3 3 (1.05%) vSphere
4 1 (0.35%) Gluster
4 1 (0.35%) iptables
4 1 (0.35%) NFS
4 1 (0.35%) Tivoli Workload Scheduler
Systems Management
1 6 (2.11%) Ansible
2 1 (0.35%) HAProxy
2 1 (0.35%) Opscode Chef
2 1 (0.35%) Puppet
2 1 (0.35%) Tivoli
Vendors
1 54 (18.95%) Oracle
2 38 (13.33%) Microsoft
3 34 (11.93%) Tableau
4 25 (8.77%) Talend
5 17 (5.96%) SAP
6 14 (4.91%) Informatica
7 12 (4.21%) Google
8 9 (3.16%) MuleSoft
9 8 (2.81%) VMware
10 7 (2.46%) Adobe
11 6 (2.11%) Cognos
11 6 (2.11%) Remedy
11 6 (2.11%) Salesforce.com
12 4 (1.40%) Platfora
12 4 (1.40%) TIBCO
13 3 (1.05%) Crazy Egg
13 3 (1.05%) MicroStrategy
13 3 (1.05%) Optimizely
13 3 (1.05%) Sage
14 2 (0.70%) IBM
Telford, Shropshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 14 hours ago
Bristol, Avon
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 14 hours ago
Portsmouth, Hampshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 14 hours ago
Bournemouth, Dorset
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 14 hours ago
Greater Manchester
EasyWebRecruitment.com
Salary: £25,000 + benefits
Posted: Yesterday
Romford, Essex
Montash
Salary: £40000 - £50000 per annum
Posted: 19 hours ago
West Bromwich, West Midlands (County)
ReThink Recruitment
Salary: £21000 - £27000 per annum + Benefits
Posted: 3 days ago
Bedford, Bedfordshire
networx
Salary: £24,200 (including 1% annual increase 1st April 2017)
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £46,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Seas
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 2 days ago
London
Computer People
Salary: Benefits
Posted: 3 days ago
West Midlands
Experis Ltd
Salary: £25000.00 per annum + Benefits Package
Posted: 3 days ago
South West London
Michael Page Technology
Salary: £30000 - £38000 per annum + benefits
Posted: 7 days ago
Central London / West End
Quant Capital
Salary: Up to £80,000 per annum + benefit and bonus
Posted: 4 days ago
Swansea, West Glamorgan
CPS Group UK
Posted: 4 days ago
Manchester, Lancashire
Peninsula
Salary: £0 per year
Posted: 11 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 15 days ago