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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Extraction
UK / England
Rank 710 756 767
Rank change year-on-year
+46 +11
Permanent jobs citing Data Extraction 130 151 152
As % of all permanent IT jobs located in England 0.16% 0.16% 0.16%
As % of the Miscellaneous category 0.41% 0.38% 0.38%
Number of salaries quoted 115 113 123
Median salary £45,500 £42,000 £42,500
Median salary % change year-on-year
+8.33% -1.17%
90% offered a salary of more than £30,000 £29,650 £27,500
10% offered a salary of more than £68,750 £64,500 £60,000
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 in the England region.

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
32031 39480 39517
As % of all permanent IT jobs located in England 40.64% 42.71% 40.79%
Number of salaries quoted 26309 32172 32282
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £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 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 24 January 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 24 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
London +68 79 £53,000 +11.57% 9
North West -12 17 £46,250 +35.03% 2
South East +41 16 £30,000 -10.44% 2
East of England +27 8 £42,500 +13.33%
West Midlands -7 7 £55,000 +16.94% 4
South West +7 2 £47,500 - 2
East Midlands +6 1 £28,500 - 1
Yorkshire +1 1 £50,000 +47.05%
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 24 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 across the England region with a requirement for Data Extraction.

1 172 (65.15%) SQL
2 97 (36.74%) SQL Server
3 94 (35.61%) Business Intelligence
4 86 (32.58%) Analytics
5 82 (31.06%) Finance
6 66 (25.00%) ETL
7 65 (24.62%) Data Analysis
8 60 (22.73%) T-SQL
9 55 (20.83%) Degree
10 52 (19.70%) Oracle
11 50 (18.94%) Analytical Skills
12 49 (18.56%) SQL Server Integration Services
13 48 (18.18%) Python
14 44 (16.67%) Data Warehouse
15 42 (15.91%) Visualisation
16 40 (15.15%) MS Excel
16 40 (15.15%) Java
17 39 (14.77%) SAS
17 39 (14.77%) SQL Server Reporting Services
18 37 (14.02%) R
18 37 (14.02%) Data Analytics
19 36 (13.64%) Agile Software Development
20 35 (13.26%) Data Modelling
21 34 (12.88%) Tableau
21 34 (12.88%) Data Quality
21 34 (12.88%) Big Data
22 33 (12.50%) Mathematics
23 31 (11.74%) Relational Database
23 31 (11.74%) Windows
24 30 (11.36%) Marketing

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 39 (14.77%) SAS
2 17 (6.44%) Apache Spark
3 6 (2.27%) SharePoint
4 4 (1.52%) Apache Pig
5 2 (0.76%) Apache
6 1 (0.38%) Apache Solr
6 1 (0.38%) Confluence
6 1 (0.38%) IIS
6 1 (0.38%) MS Exchange
6 1 (0.38%) Mule
6 1 (0.38%) OpenEdge
6 1 (0.38%) Oracle Service Bus
6 1 (0.38%) Tomcat
6 1 (0.38%) WebLogic
6 1 (0.38%) WebSphere
Applications
1 40 (15.15%) MS Excel
2 11 (4.17%) MS PowerPoint
3 9 (3.41%) MS Office
3 9 (3.41%) MS Visio
3 9 (3.41%) SPSS
4 3 (1.14%) MS Project
5 1 (0.38%) EViews
Business Applications
1 6 (2.27%) SAP BPC
2 4 (1.52%) Data Workbench
3 2 (0.76%) Salesforce.com CRM
4 1 (0.38%) Cognos Business Intelligence
4 1 (0.38%) Dynamics AX
4 1 (0.38%) Dynamics NAV
4 1 (0.38%) Epicor Tropos
4 1 (0.38%) Infor M3
4 1 (0.38%) Infor SunSystems
4 1 (0.38%) Movex
4 1 (0.38%) Oracle Financials
4 1 (0.38%) SAP Business One
Cloud Services
1 12 (4.55%) Google Analytics
2 8 (3.03%) Amazon AWS
3 6 (2.27%) Amazon EC2
3 6 (2.27%) Amazon EMR
3 6 (2.27%) Amazon Kinesis
3 6 (2.27%) Amazon S3
4 3 (1.14%) Adobe Analytics
4 3 (1.14%) AdWords
4 3 (1.14%) Google Tag Manager
5 1 (0.38%) Amazon ELB
5 1 (0.38%) Force.com
5 1 (0.38%) SaaS
Communications & Networking
1 2 (0.76%) Firewall
2 1 (0.38%) Cisco ASA
2 1 (0.38%) DHCP
2 1 (0.38%) DNS
2 1 (0.38%) Internet
2 1 (0.38%) Intranet
2 1 (0.38%) LAN
2 1 (0.38%) TCP/IP
2 1 (0.38%) VLAN
2 1 (0.38%) VPN
2 1 (0.38%) WAN
2 1 (0.38%) WebEx
2 1 (0.38%) Wireshark
Database & Business Intelligence
1 97 (36.74%) SQL Server
2 49 (18.56%) SQL Server Integration Services
3 44 (16.67%) Data Warehouse
4 39 (14.77%) SQL Server Reporting Services
5 34 (12.88%) Big Data
6 31 (11.74%) Relational Database
7 28 (10.61%) SQL Server 2008
8 26 (9.85%) BusinessObjects
9 25 (9.47%) QlikView
10 24 (9.09%) Hadoop
11 19 (7.20%) SQL Server Analysis Services
12 18 (6.82%) Crystal Reports
13 17 (6.44%) RDBMS
14 16 (6.06%) SQL Server 2005
15 14 (5.30%) Data Mining
15 14 (5.30%) Power BI
16 13 (4.92%) Oracle Database
17 12 (4.55%) ActiveReports
17 12 (4.55%) MongoDB
17 12 (4.55%) Oracle Database 11g
Development Applications
1 25 (9.47%) Talend Open Studio
2 9 (3.41%) Jenkins
2 9 (3.41%) JIRA
3 8 (3.03%) Git (software)
4 6 (2.27%) Cucumber
4 6 (2.27%) RSpec
5 4 (1.52%) Visual Studio
6 2 (0.76%) Ant
7 1 (0.38%) Capybara
7 1 (0.38%) Jasmine
7 1 (0.38%) Mocha
7 1 (0.38%) PhantomJS
7 1 (0.38%) Selenium
7 1 (0.38%) SQL Server Management Studio (SSMS)
General
1 82 (31.06%) Finance
2 30 (11.36%) Marketing
3 23 (8.71%) Banking
4 16 (6.06%) Pharmaceutical
5 10 (3.79%) Retail
6 7 (2.65%) Legal
7 6 (2.27%) Law
8 4 (1.52%) Games
9 3 (1.14%) Manufacturing
9 3 (1.14%) Publishing
10 2 (0.76%) Automotive
10 2 (0.76%) Billing
10 2 (0.76%) Danish Language
10 2 (0.76%) Financial Institution
10 2 (0.76%) Local Government
11 1 (0.38%) Advertising
11 1 (0.38%) Back Office
11 1 (0.38%) Investment Banking
Job Titles
1 86 (32.58%) Analyst
2 66 (25.00%) Developer
3 37 (14.02%) Data Analyst
4 28 (10.61%) Business Intelligence Analyst
5 23 (8.71%) SQL Analyst
6 16 (6.06%) Data Scientist
6 16 (6.06%) SQL Data Analyst
7 15 (5.68%) Business Intelligence Developer
7 15 (5.68%) SQL Developer
8 14 (5.30%) Data Engineer
9 13 (4.92%) C# Developer
9 13 (4.92%) Junior
9 13 (4.92%) Senior Analyst
9 13 (4.92%) SSIS Developer
10 12 (4.55%) Applications Manager
10 12 (4.55%) Consultant
11 11 (4.17%) Data Manager
12 10 (3.79%) Analytics Manager
12 10 (3.79%) Data Migration Developer
12 10 (3.79%) SSRS Developer
Libraries, Frameworks & Software Standards
1 26 (9.85%) .NET
2 15 (5.68%) ASP.NET
3 14 (5.30%) XML
4 12 (4.55%) Web Services
5 10 (3.79%) ODBC
6 7 (2.65%) JSON
6 7 (2.65%) WCF
6 7 (2.65%) WPF
7 6 (2.27%) Gherkin
8 4 (1.52%) HTML
8 4 (1.52%) Middleware
9 3 (1.14%) jQuery
9 3 (1.14%) MDX
9 3 (1.14%) Natural Language Processing
9 3 (1.14%) SOAP
10 2 (0.76%) REST
10 2 (0.76%) RESTful
11 1 (0.38%) D3.js
11 1 (0.38%) OAuth
11 1 (0.38%) Regular Expression
Miscellaneous
1 50 (18.94%) Analytical Skills
2 42 (15.91%) Visualisation
3 33 (12.50%) Mathematics
4 22 (8.33%) Statistics
5 18 (6.82%) Computer Science
6 16 (6.06%) Management Information System
7 15 (5.68%) Data Integration
8 13 (4.92%) Economics
9 12 (4.55%) Life Science
10 8 (3.03%) Credit Risk
11 5 (1.89%) Data Structures
11 5 (1.89%) PMI
11 5 (1.89%) Reference Data
11 5 (1.89%) Tandem
12 4 (1.52%) Driving Licence
13 3 (1.14%) Applied Mathematics
13 3 (1.14%) User Experience
14 2 (0.76%) Equities
14 2 (0.76%) Fixed Income
14 2 (0.76%) Foreign Exchange (FX)
Operating Systems
1 31 (11.74%) Windows
2 20 (7.58%) Linux
3 6 (2.27%) Windows Server
4 5 (1.89%) Windows Server 2008
5 4 (1.52%) Windows 7
5 4 (1.52%) Windows 8
6 3 (1.14%) Windows 10
7 2 (0.76%) Unix
Processes & Methodologies
1 94 (35.61%) Business Intelligence
2 86 (32.58%) Analytics
3 66 (25.00%) ETL
4 65 (24.62%) Data Analysis
5 37 (14.02%) Data Analytics
6 36 (13.64%) Agile Software Development
7 35 (13.26%) Data Modelling
8 25 (9.47%) Data Visualisation
9 22 (8.33%) Migration
10 19 (7.20%) Data Cleansing
10 19 (7.20%) Data Management
10 19 (7.20%) Statistical Analysis
11 17 (6.44%) E-Commerce
12 15 (5.68%) Data Migration
13 14 (5.30%) Logical Data Model
14 13 (4.92%) Data Flow Diagram
15 12 (4.55%) Dashboard Development
15 12 (4.55%) Performance Monitoring
16 11 (4.17%) Predictive Modelling
16 11 (4.17%) Validation
Programming Languages
1 172 (65.15%) SQL
2 60 (22.73%) T-SQL
3 48 (18.18%) Python
4 40 (15.15%) Java
5 37 (14.02%) R
6 29 (10.98%) PL/SQL
7 23 (8.71%) VBA
8 21 (7.95%) C#
9 15 (5.68%) MATLAB
10 13 (4.92%) Ruby
11 12 (4.55%) PHP
12 9 (3.41%) JavaScript
13 8 (3.03%) C++
13 8 (3.03%) PowerShell
13 8 (3.03%) Scala
14 6 (2.27%) VB
15 5 (1.89%) VB.NET
16 3 (1.14%) Perl
16 3 (1.14%) Shell Script
17 1 (0.38%) Progress 4GL
Qualifications
1 55 (20.83%) Degree
2 10 (3.79%) PhD
3 5 (1.89%) PMI Certification
4 1 (0.38%) ISEB
Quality Assurance & Compliance
1 34 (12.88%) Data Quality
2 12 (4.55%) QA
3 2 (0.76%) HL7
4 1 (0.38%) SDET
System Software
1 6 (2.27%) Docker
2 4 (1.52%) Active Directory
3 3 (1.14%) vSphere
4 1 (0.38%) Gluster
4 1 (0.38%) iptables
4 1 (0.38%) NFS
Systems Management
1 6 (2.27%) Ansible
2 1 (0.38%) HAProxy
2 1 (0.38%) Opscode Chef
2 1 (0.38%) Puppet
Vendors
1 52 (19.70%) Oracle
2 34 (12.88%) Tableau
3 29 (10.98%) Microsoft
4 25 (9.47%) Talend
5 16 (6.06%) SAP
6 14 (5.30%) Informatica
7 12 (4.55%) Google
8 9 (3.41%) MuleSoft
9 8 (3.03%) VMware
10 7 (2.65%) Adobe
11 6 (2.27%) Cognos
11 6 (2.27%) Remedy
12 5 (1.89%) Salesforce.com
13 4 (1.52%) Platfora
13 4 (1.52%) TIBCO
14 3 (1.14%) Crazy Egg
14 3 (1.14%) Optimizely
14 3 (1.14%) Sage
15 2 (0.76%) IBM
15 2 (0.76%) Teradata
West Bromwich, West Midlands (County)
Pro-Quest Resourcing Ltd
Salary: £18000 - £28000 Per Annum 18K-28K
Posted: 6 hours ago
Nottingham, Nottinghamshire
ReThink Recruitment
Posted: Yesterday
Central London / West End
Quant Capital
Salary: Up to £80,000 per annum + benefit and bonus
Posted: 18 hours ago
South West London
Michael Page Technology
Salary: £30000 - £38000 per annum + benefits
Posted: 3 days ago
Central London / West End
Jenrick IT
Salary: £75000 - £90000 per annum
Posted: Yesterday
West Bromwich, West Midlands (County)
ReThink Recruitment
Salary: £21000 - £27000 per annum + Benefits
Posted: 6 days ago
Greater Manchester
EasyWebRecruitment.com
Salary: £25,000 + benefits
Posted: 5 days ago
Telford, Shropshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 4 days ago
Bristol, Avon
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 4 days ago
Portsmouth, Hampshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 4 days ago
Bournemouth, Dorset
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 4 days ago
Romford, Essex
Montash
Salary: £40000 - £50000 per annum
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £46,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Seas
Posted: 5 days ago
London
Computer People
Salary: Benefits
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 5 days ago
West Midlands
Experis Ltd
Salary: £25000.00 per annum + Benefits Package
Posted: 6 days ago
Manchester, Lancashire
Peninsula
Salary: £0 per year
Posted: 15 days ago