The following table provides summary statistics for permanent job vacancies with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Extraction
UK
Rank 737 784 804
Rank change year-on-year +47 +20  
Permanent jobs citing Data Extraction 112 162 152
As % of all permanent IT jobs advertised in the UK 0.13% 0.16% 0.14%
As % of the Processes & Methodologies category 0.15% 0.18% 0.17%
Number of salaries quoted 96 130 128
Median salary £47,500 £42,500 £40,000
Median salary % change year-on-year +11.76% +6.25%  
90% offered a salary of more than £32,400 £31,500 £27,250
10% offered a salary of more than £71,000 £65,000 £65,000
UK excluding London median salary £41,250 £37,500 £35,000
% change year-on-year +10.00% +7.14%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 74564 90782 91624
As % of all permanent IT job vacancies advertised in the UK 89.03% 88.50% 87.04%
Number of salaries quoted 61277 75155 74101
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year - +2.04%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Extraction
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Extraction as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Extraction 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.

Salary trend for Data Extraction in the UK

Data Extraction
Salary Histogram

The salary distribution of IT jobs citing Data Extraction over the 3 months to 23 March 2017.

Salary histogram for Data Extraction 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 23 March 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 +45 103 £46,250 +5.71% 28
London +78 72 £55,000 +4.76% 18
City of London +53 9 £57,500 +15.00% 3
South East +44 9 £40,750 -0.60% 2
West Midlands +28 9 £30,000 -36.21% 1
East of England +31 4 £35,250 -11.87% 2
Scotland +14 4 £60,000 +41.17% 2
South West - 4 £41,250 - 1
Hampshire +22 3 £46,250 +59.48%
Oxfordshire - 3 £37,500 - 1
Oxford - 3 £37,500 -
Glasgow - 3 £60,000 -
Yorkshire +21 2 £45,000 +32.35% 1
Berkshire +15 2 £67,500 +60.71%
East Midlands +1 2 £20,000 -58.97%
North West -27 2 £33,750 +3.05% 3
Manchester -33 2 £33,750 +3.05% 2
Bristol - 2 £47,500 - 1
Wiltshire - 2 £35,000 -
Solihull - 2 £30,000 -
Farnborough - 2 £55,000 -
Swindon - 2 £35,000 -
Beckenham - 2 £45,000 -
Romford - 2 £46,250 -
Essex - 2 £42,500 - 1
Slough +21 1 £72,500 +163.63%
West Yorkshire +20 1 £45,000 +28.57% 1
Cambridgeshire +17 1 £28,000 -13.84% 1
Hertfordshire +15 1 - -
Birmingham +12 1 £57,500 +22.25%

Data Extraction
Top 30 Related IT Skills

For the 6 months to 23 March 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.

1 157 (62.80%) SQL
2 93 (37.20%) Business Intelligence
3 89 (35.60%) SQL Server
4 78 (31.20%) Analytics
5 65 (26.00%) ETL
6 56 (22.40%) Finance
7 55 (22.00%) Degree
8 53 (21.20%) Python
9 48 (19.20%) Data Warehouse
10 47 (18.80%) R
11 46 (18.40%) SQL Server Integration Services
11 46 (18.40%) Data Analysis
12 44 (17.60%) Oracle
13 43 (17.20%) T-SQL
13 43 (17.20%) Visualisation
14 42 (16.80%) Java
14 42 (16.80%) SQL Server Reporting Services
15 41 (16.40%) Analytical Skills
16 40 (16.00%) Tableau
16 40 (16.00%) Data Modelling
17 35 (14.00%) SAS
18 34 (13.60%) Agile Software Development
18 34 (13.60%) Data Analytics
19 33 (13.20%) Mathematics
19 33 (13.20%) MS Excel
20 29 (11.60%) Relational Database
21 27 (10.80%) QlikView
21 27 (10.80%) Data Quality
22 26 (10.40%) Data Visualisation
22 26 (10.40%) Marketing

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 35 (14.00%) SAS
2 19 (7.60%) Apache Spark
3 5 (2.00%) Apache Pig
4 4 (1.60%) SharePoint
5 3 (1.20%) Apache
6 2 (0.80%) Apache Solr
6 2 (0.80%) IIS
7 1 (0.40%) IBM HTTP Server
7 1 (0.40%) MS Exchange
7 1 (0.40%) NetWeaver
7 1 (0.40%) Oracle HTTP Server
7 1 (0.40%) SAP Portal
Applications
1 33 (13.20%) MS Excel
2 17 (6.80%) SPSS
3 7 (2.80%) MS Office
3 7 (2.80%) MS Visio
4 5 (2.00%) MS PowerPoint
5 2 (0.80%) MS Project
6 1 (0.40%) EViews
Business Applications
1 10 (4.00%) SAP BPC
2 9 (3.60%) SAP InfiniteInsight
3 3 (1.20%) Data Workbench
4 2 (0.80%) Raiser's Edge
5 1 (0.40%) Cognos Business Intelligence
5 1 (0.40%) Salesforce.com CRM
5 1 (0.40%) SAP SD
Cloud Services
1 12 (4.80%) Google Analytics
2 7 (2.80%) Amazon EC2
3 6 (2.40%) Amazon AWS
3 6 (2.40%) Amazon EMR
3 6 (2.40%) Amazon Kinesis
3 6 (2.40%) Amazon S3
4 3 (1.20%) Adobe Analytics
Communications & Networking
1 2 (0.80%) Internet
2 1 (0.40%) DHCP
2 1 (0.40%) DNS
2 1 (0.40%) Firewall
2 1 (0.40%) HTTP
2 1 (0.40%) Intranet
2 1 (0.40%) LAN
2 1 (0.40%) TCP/IP
2 1 (0.40%) VLAN
2 1 (0.40%) VPN
2 1 (0.40%) WAN
Database & Business Intelligence
1 89 (35.60%) SQL Server
2 48 (19.20%) Data Warehouse
3 46 (18.40%) SQL Server Integration Services
4 42 (16.80%) SQL Server Reporting Services
5 29 (11.60%) Relational Database
6 27 (10.80%) QlikView
7 24 (9.60%) Big Data
8 23 (9.20%) BusinessObjects
9 21 (8.40%) Spotfire
10 20 (8.00%) RDBMS
11 19 (7.60%) Hadoop
12 18 (7.20%) SQL Server 2008
13 16 (6.40%) Power BI
14 15 (6.00%) Data Mining
14 15 (6.00%) Electronic Patient Records
14 15 (6.00%) SQL Server Analysis Services
15 14 (5.60%) Crystal Reports
16 13 (5.20%) MongoDB
16 13 (5.20%) NoSQL
17 12 (4.80%) Apache Hive
Development Applications
1 21 (8.40%) Talend Open Studio
2 2 (0.80%) Git (software)
2 2 (0.80%) Jenkins
2 2 (0.80%) JIRA
2 2 (0.80%) Rational Rhapsody
3 1 (0.40%) Ant
3 1 (0.40%) Cucumber
3 1 (0.40%) Maven
3 1 (0.40%) RSpec
3 1 (0.40%) SQL Server Management Studio (SSMS)
3 1 (0.40%) Subversion
3 1 (0.40%) Team Foundation Server
3 1 (0.40%) Toad
3 1 (0.40%) Visual Studio
General
1 56 (22.40%) Finance
2 26 (10.40%) Marketing
3 24 (9.60%) Banking
4 19 (7.60%) Pharmaceutical
5 9 (3.60%) Legal
6 8 (3.20%) Law
7 5 (2.00%) Games
8 4 (1.60%) Manufacturing
8 4 (1.60%) Retail
8 4 (1.60%) Telecoms
9 3 (1.20%) Financial Institution
9 3 (1.20%) Publishing
10 2 (0.80%) Automotive
10 2 (0.80%) Corporate Banking
10 2 (0.80%) Danish Language
10 2 (0.80%) Investment Banking
11 1 (0.40%) General Ledger
11 1 (0.40%) Local Government
Job Titles
1 69 (27.60%) Analyst
2 58 (23.20%) Developer
3 29 (11.60%) Data Analyst
4 23 (9.20%) Business Intelligence Analyst
5 21 (8.40%) Data Scientist
6 19 (7.60%) Business Intelligence Developer
6 19 (7.60%) Consultant
7 15 (6.00%) Data Engineer
8 14 (5.60%) SSIS Developer
9 13 (5.20%) SQL Analyst
10 12 (4.80%) Applications Manager
10 12 (4.80%) Data Manager
11 11 (4.40%) SAP Consultant
11 11 (4.40%) Senior Analyst
11 11 (4.40%) SSRS Developer
12 10 (4.00%) Architect
12 10 (4.00%) Business Developer
12 10 (4.00%) SQL Data Analyst
13 9 (3.60%) C# Developer
13 9 (3.60%) Programmer
Libraries, Frameworks & Software Standards
1 19 (7.60%) .NET
2 11 (4.40%) ASP.NET
2 11 (4.40%) Web Services
3 8 (3.20%) Natural Language Processing
3 8 (3.20%) WCF
3 8 (3.20%) WPF
4 5 (2.00%) ODBC
5 3 (1.20%) XML
6 2 (0.80%) JSON
6 2 (0.80%) Lucene
6 2 (0.80%) Middleware
6 2 (0.80%) Regular Expression
6 2 (0.80%) SOAP
7 1 (0.40%) AngularJS
7 1 (0.40%) D3.js
7 1 (0.40%) Gherkin
7 1 (0.40%) KnockoutJS
7 1 (0.40%) MDX
7 1 (0.40%) REST
7 1 (0.40%) SAP Basis
Miscellaneous
1 41 (16.40%) Analytical Skills
2 20 (8.00%) Computer Science
3 15 (6.00%) Life Science
4 14 (5.60%) Management Information System
5 6 (2.40%) Credit Risk
6 3 (1.20%) Reinsurance
6 3 (1.20%) User Experience
7 2 (0.80%) AS400
7 2 (0.80%) Data Structures
7 2 (0.80%) Derivative
7 2 (0.80%) Driving Licence
7 2 (0.80%) Equities
7 2 (0.80%) Fintech
7 2 (0.80%) Fixed Income
7 2 (0.80%) Foreign Exchange (FX)
7 2 (0.80%) iSeries
7 2 (0.80%) Market Risk
7 2 (0.80%) Virtual Team
8 1 (0.40%) iPhone
8 1 (0.40%) Replication
Operating Systems
1 24 (9.60%) Linux
1 24 (9.60%) Windows
2 4 (1.60%) Unix
2 4 (1.60%) Windows 7
2 4 (1.60%) Windows 8
3 3 (1.20%) Windows 10
3 3 (1.20%) Windows Server
4 1 (0.40%) Windows Server 2008
Processes & Methodologies
1 93 (37.20%) Business Intelligence
2 78 (31.20%) Analytics
3 65 (26.00%) ETL
4 46 (18.40%) Data Analysis
5 43 (17.20%) Visualisation
6 40 (16.00%) Data Modelling
7 34 (13.60%) Agile Software Development
7 34 (13.60%) Data Analytics
8 33 (13.20%) Mathematics
9 26 (10.40%) Data Visualisation
10 20 (8.00%) Data Management
11 18 (7.20%) Data Integration
11 18 (7.20%) Statistics
12 17 (6.80%) Logical Data Model
13 16 (6.40%) Data Cleansing
13 16 (6.40%) Data Flow Diagram
13 16 (6.40%) Performance Monitoring
14 15 (6.00%) Decision Tree
14 15 (6.00%) Economics
14 15 (6.00%) Migration
Programming Languages
1 157 (62.80%) SQL
2 53 (21.20%) Python
3 47 (18.80%) R
4 43 (17.20%) T-SQL
5 42 (16.80%) Java
6 26 (10.40%) PL/SQL
7 23 (9.20%) C#
8 21 (8.40%) VBA
9 14 (5.60%) MATLAB
10 7 (2.80%) PHP
11 6 (2.40%) PowerShell
11 6 (2.40%) Scala
12 5 (2.00%) C++
12 5 (2.00%) Ruby
12 5 (2.00%) VB
13 3 (1.20%) Shell Script
14 2 (0.80%) Perl
14 2 (0.80%) RPG
15 1 (0.40%) JavaScript
15 1 (0.40%) VB.NET
Qualifications
1 55 (22.00%) Degree
2 12 (4.80%) PhD
3 7 (2.80%) Security Cleared
4 2 (0.80%) ISEB
5 1 (0.40%) ISEB Practitioner
5 1 (0.40%) ISTQB
5 1 (0.40%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 27 (10.80%) Data Quality
2 5 (2.00%) QA
3 2 (0.80%) HL7
4 1 (0.40%) EMIR
4 1 (0.40%) FATCA
4 1 (0.40%) IFRS
4 1 (0.40%) IFRS 9
4 1 (0.40%) SDET
System Software
1 6 (2.40%) Docker
2 5 (2.00%) Active Directory
3 3 (1.20%) vSphere
Systems Management
1 6 (2.40%) Ansible
2 1 (0.40%) Puppet
2 1 (0.40%) SCCM
Vendors
1 44 (17.60%) Oracle
2 40 (16.00%) Tableau
3 26 (10.40%) Microsoft
4 21 (8.40%) Talend
5 19 (7.60%) SAP
6 13 (5.20%) Google
7 9 (3.60%) Informatica
7 9 (3.60%) MuleSoft
8 6 (2.40%) Adobe
9 5 (2.00%) Cognos
10 4 (1.60%) Remedy
10 4 (1.60%) VMware
11 3 (1.20%) IBM
11 3 (1.20%) Sage
11 3 (1.20%) Teradata
11 3 (1.20%) TIBCO
12 2 (0.80%) Apple
12 2 (0.80%) MicroStrategy
12 2 (0.80%) Omniture
12 2 (0.80%) Platfora
West Midlands
Austin Fraser
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 8 hours ago
Scotland
Consult Solutions
Posted: 18 hours ago
East London
Lorien Resourcing
Salary: £60000 - £75000 per annum + Car Allow + Bonus + Benefits
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £36,000 to £45,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £50,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 2 days ago
London
Mason Frank International
Posted: 7 hours ago
Bristol, Avon
Haybrook IT Resourcing Ltd
Salary: Up to £40,000 per annum
Posted: 3 days ago
London
Talent Point Ltd
Salary: £60000.00 - £65000.00 per annum
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £61000 per annum
Posted: 7 days ago
City, London
Client Server
Salary: £50k to £65k + stock options
Posted: 2 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 7 days ago
Birkenhead, Merseyside
Net Recruit.co.uk Ltd
Salary: Up to £24,000
Posted: 6 days ago
London
Client Server
Salary: £50000 - £65000 per annum + stock options
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 6 days ago
London
Burns Sheehan
Salary: £40000.00 - £48000.00 per annum + bonus + equity
Posted: 3 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 10 days ago
London
Square One Resources
Salary: From £45,000 to £55,000 per annum
Posted: 6 days ago
East London
Lorien Resourcing
Salary: £85000 - £100000 per annum + Car Allow + Bonus + Benefits
Posted: 6 days ago
South West London
Michael Page Technology
Salary: £33000 - £38000 per annum + benefits
Posted: 14 days ago
London
Cognizant
Posted: 7 days ago
City of London
Talent Point
Salary: £60000.00 - £65000.00 per annum
Posted: 13 days ago
Brentwood, Essex
Shawbrook
Posted: 9 days ago
North West London
Spacebar Media
Salary: Competitive + Benefits
Posted: 20 days ago
Bradford, West Yorkshire
NCC Group
Posted: 14 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 20 days ago
London
Client Server
Salary: £50000 - £65000 per annum + stock options
Posted: 23 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £34,000 per annum depending on experience
Posted: 16 days ago