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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 695 784 753
Rank change year-on-year +89 -31  
Permanent jobs citing Data Extraction 188 139 224
As % of all permanent IT jobs advertised in the UK 0.21% 0.14% 0.20%
As % of the Processes & Methodologies category 0.24% 0.16% 0.23%
Number of salaries quoted 135 118 144
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year -5.26% +18.75%  
90% offered a salary of more than £26,500 £30,000 £27,500
10% offered a salary of more than £67,500 £60,000 £69,250
UK excluding London median salary £40,000 £45,000 £35,000
% change year-on-year -11.11% +28.57%  

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 78925 87582 97637
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.02%
Number of salaries quoted 63638 73140 79819
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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 +93 176 £45,000 -5.26% 30
London +59 91 £47,500 -9.52% 17
West Midlands +15 18 £37,500 -21.05%
South East +47 16 £37,500 -11.76% 5
North West -31 16 £40,000 +33.33% 4
East of England -1 14 £40,000 -11.11% 2
Staffordshire +25 13 £37,500 -26.82%
East Midlands +27 12 £52,500 +5.00%
Nottinghamshire +13 11 £52,500 +5.00%
Nottingham - 11 £52,500 -
Romford - 9 £45,000 - 2
Berkshire +31 8 £37,500 -11.76% 3
Essex +9 8 - -
Brentwood - 8 - -
Liverpool +8 7 £25,000 -16.66% 3
Merseyside -3 7 £25,000 -16.66% 3
Manchester -18 7 £50,000 +39.86% 1
South West +12 6 £35,500 +5.18%
Uxbridge +9 6 £26,500 -55.83% 1
Burton-upon-Trent - 6 £37,500 -
Slough +10 5 £37,500 +25.00% 2
Cambridgeshire -7 5 £40,000 +23.07% 2
Cambridge -8 5 £40,000 +23.07% 2
Hampshire - 4 £48,000 -
City of London +16 3 £57,500 +8.49% 5
Chiswick - 3 £46,500 -
Scotland +16 2 £45,000 +20.80% 2
Edinburgh -7 2 £45,000 +20.80% 2
Cheshire -25 2 - -
Solihull - 2 - -

For the 6 months to 24 June 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.

1 189 (61.97%) SQL
2 103 (33.77%) Business Intelligence
3 99 (32.46%) Analytics
4 94 (30.82%) ETL
5 83 (27.21%) SQL Server
6 80 (26.23%) Analytical Skills
7 75 (24.59%) Data Warehouse
8 69 (22.62%) Oracle
8 69 (22.62%) Degree
9 65 (21.31%) Finance
10 63 (20.66%) Microsoft Excel
11 61 (20.00%) Python
11 61 (20.00%) R
12 58 (19.02%) Data Modelling
12 58 (19.02%) SQL Server Integration Services
13 56 (18.36%) Tableau
13 56 (18.36%) Visualisation
14 53 (17.38%) Microsoft
15 50 (16.39%) Java
15 50 (16.39%) SQL Server Reporting Services
16 45 (14.75%) Agile Software Development
17 44 (14.43%) Data Analysis
18 43 (14.10%) Data Management
19 42 (13.77%) Marketing
20 41 (13.44%) SAS
21 40 (13.11%) Data Quality
22 36 (11.80%) Relational Database
22 36 (11.80%) .NET
22 36 (11.80%) SAP
23 35 (11.48%) VBA

Data Extraction
Co-occurring 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 (13.44%) SAS
2 13 (4.26%) Apache Spark
3 11 (3.61%) IIS
4 8 (2.62%) SharePoint
5 6 (1.97%) IBM HTTP Server
5 6 (1.97%) Oracle HTTP Server
6 3 (0.98%) Apache
7 2 (0.66%) Apache Pig
7 2 (0.66%) Apache Solr
8 1 (0.33%) Elasticsearch
8 1 (0.33%) NetWeaver
Applications
1 63 (20.66%) Microsoft Excel
2 22 (7.21%) SPSS
3 14 (4.59%) Microsoft Office
4 5 (1.64%) Microsoft PowerPoint
5 3 (0.98%) MS Visio
6 2 (0.66%) Spreadsheet
Business Applications
1 16 (5.25%) SAP InfiniteInsight
2 13 (4.26%) Adobe Campaign
3 11 (3.61%) SAP BPC
4 4 (1.31%) SAP ERP
5 3 (0.98%) Oracle EBS
6 2 (0.66%) Oracle ERP
6 2 (0.66%) Raiser's Edge
7 1 (0.33%) Cognos Business Intelligence
7 1 (0.33%) Dynamics AX
7 1 (0.33%) SAP GRC
7 1 (0.33%) SAP SD
Cloud Services
1 22 (7.21%) Google Analytics
2 13 (4.26%) Amazon AWS
3 6 (1.97%) Microsoft Azure
4 4 (1.31%) Amazon EC2
5 3 (0.98%) Azure Data Factory
6 2 (0.66%) Amazon EMR
6 2 (0.66%) Amazon Kinesis
6 2 (0.66%) Amazon S3
6 2 (0.66%) Google Cloud Platform
6 2 (0.66%) OpenShift
6 2 (0.66%) Oracle Service Cloud
7 1 (0.33%) PaaS
7 1 (0.33%) SaaS
Communications & Networking
1 6 (1.97%) HTTP
2 1 (0.33%) Broadband
2 1 (0.33%) Internet
Database & Business Intelligence
1 83 (27.21%) SQL Server
2 75 (24.59%) Data Warehouse
3 58 (19.02%) SQL Server Integration Services
4 50 (16.39%) SQL Server Reporting Services
5 36 (11.80%) Relational Database
6 34 (11.15%) NoSQL
7 30 (9.84%) QlikView
8 27 (8.85%) Big Data
9 26 (8.52%) RDBMS
10 25 (8.20%) MongoDB
11 23 (7.54%) Hadoop
11 23 (7.54%) Power BI
11 23 (7.54%) Spotfire
12 20 (6.56%) SQL Server Analysis Services
13 19 (6.23%) Crystal Reports
14 18 (5.90%) Data Mining
15 16 (5.25%) Electronic Patient Records
16 15 (4.92%) BusinessObjects
17 14 (4.59%) Pentaho
17 14 (4.59%) SAP BW
Development Applications
1 21 (6.89%) Talend Open Studio
2 9 (2.95%) Rational Rhapsody
3 7 (2.30%) Visual Studio
4 6 (1.97%) Ant
4 6 (1.97%) Git (software)
4 6 (1.97%) Jenkins
4 6 (1.97%) Maven
4 6 (1.97%) Subversion
5 5 (1.64%) Team Foundation Server
6 4 (1.31%) JIRA
6 4 (1.31%) JUnit
7 2 (0.66%) SQL Server Management Studio (SSMS)
7 2 (0.66%) Toad
8 1 (0.33%) HP UFT
8 1 (0.33%) Selenium
General
1 65 (21.31%) Finance
2 42 (13.77%) Marketing
3 20 (6.56%) Pharmaceutical
4 18 (5.90%) Banking
5 13 (4.26%) Retail
6 11 (3.61%) Games
7 10 (3.28%) Back Office
8 8 (2.62%) Telecoms
9 7 (2.30%) French Language
9 7 (2.30%) Legal
10 6 (1.97%) Financial Institution
10 6 (1.97%) Law
11 5 (1.64%) Manufacturing
12 4 (1.31%) Billing
12 4 (1.31%) Corporate Banking
13 3 (0.98%) Advertising
13 3 (0.98%) Front Office
14 2 (0.66%) Aerospace
14 2 (0.66%) Digital Economy
14 2 (0.66%) Investment Banking
Job Titles
1 103 (33.77%) Analyst
2 87 (28.52%) Developer
3 42 (13.77%) Data Analyst
4 28 (9.18%) Business Intelligence Developer
5 25 (8.20%) Consultant
6 23 (7.54%) Business Intelligence Analyst
7 20 (6.56%) Data Scientist
7 20 (6.56%) SSIS Developer
8 19 (6.23%) Architect
9 18 (5.90%) Data Architect
10 16 (5.25%) Senior Analyst
10 16 (5.25%) SSRS Developer
11 14 (4.59%) SQL Developer
12 13 (4.26%) Business Developer
12 13 (4.26%) C# Developer
13 12 (3.93%) Data Manager
13 12 (3.93%) SAP Consultant
14 11 (3.61%) Data Consultant
14 11 (3.61%) SAP BPC Consultant
14 11 (3.61%) SAP BW Consultant
Libraries, Frameworks & Software Standards
1 36 (11.80%) .NET
2 23 (7.54%) Web Services
3 19 (6.23%) XML
4 15 (4.92%) WPF
5 14 (4.59%) SOAP
6 11 (3.61%) ASP.NET
7 9 (2.95%) JSON
7 9 (2.95%) Middleware
7 9 (2.95%) Natural Language Processing
7 9 (2.95%) WCF
8 8 (2.62%) EDIFACT
8 8 (2.62%) iXBRL
8 8 (2.62%) RESTful
9 6 (1.97%) AngularJS
9 6 (1.97%) J2EE
10 5 (1.64%) Angular 2
10 5 (1.64%) KnockoutJS
10 5 (1.64%) REST
11 3 (0.98%) ODBC
12 2 (0.66%) Regular Expression
Miscellaneous
1 80 (26.23%) Analytical Skills
2 23 (7.54%) Management Information System
3 20 (6.56%) Life Science
4 16 (5.25%) Computer Science
5 13 (4.26%) Algorithms
6 8 (2.62%) Reference Data
7 7 (2.30%) Credit Risk
8 6 (1.97%) Data Structures
9 5 (1.64%) Greenfield Project
10 4 (1.31%) Market Risk
10 4 (1.31%) Reinsurance
10 4 (1.31%) Smart Energy
10 4 (1.31%) Smart Meter
11 3 (0.98%) Fintech
11 3 (0.98%) User Experience
12 2 (0.66%) AS400
12 2 (0.66%) Enterprise Software
12 2 (0.66%) iSeries
12 2 (0.66%) Virtual Team
13 1 (0.33%) Data Protection Act
Operating Systems
1 32 (10.49%) Windows
2 26 (8.52%) Linux
3 12 (3.93%) Unix
4 1 (0.33%) Windows Server
Processes & Methodologies
1 103 (33.77%) Business Intelligence
2 99 (32.46%) Analytics
3 94 (30.82%) ETL
4 58 (19.02%) Data Modelling
5 56 (18.36%) Visualisation
6 45 (14.75%) Agile Software Development
7 44 (14.43%) Data Analysis
8 43 (14.10%) Data Management
9 35 (11.48%) Data Analytics
10 30 (9.84%) Data Visualisation
11 25 (8.20%) Mathematics
12 23 (7.54%) Data Cleansing
13 22 (7.21%) Migration
14 20 (6.56%) Economics
14 20 (6.56%) Stakeholder Management
14 20 (6.56%) Time Management
15 18 (5.90%) Data Integration
15 18 (5.90%) SDLC
16 17 (5.57%) Actionable Insight
16 17 (5.57%) Data Flow Diagram
Programming Languages
1 189 (61.97%) SQL
2 61 (20.00%) Python
2 61 (20.00%) R
3 50 (16.39%) Java
4 35 (11.48%) VBA
5 33 (10.82%) C#
5 33 (10.82%) T-SQL
6 28 (9.18%) PL/SQL
7 10 (3.28%) JavaScript
8 9 (2.95%) ABAP
8 9 (2.95%) MATLAB
9 6 (1.97%) Scala
9 6 (1.97%) VB.NET
10 4 (1.31%) Shell Script
11 3 (0.98%) VB
12 2 (0.66%) PowerShell
12 2 (0.66%) RPG
13 1 (0.33%) C++
13 1 (0.33%) RPG IV
13 1 (0.33%) X++
Qualifications
1 69 (22.62%) Degree
2 16 (5.25%) Security Cleared
3 10 (3.28%) PhD
4 8 (2.62%) CITP
5 6 (1.97%) Numerate Degree
6 5 (1.64%) ISEB
7 4 (1.31%) SC Cleared
8 1 (0.33%) ISEB Practitioner
8 1 (0.33%) ISTQB
8 1 (0.33%) ISTQB Foundation Certification
8 1 (0.33%) Microsoft Certification
Quality Assurance & Compliance
1 40 (13.11%) Data Quality
2 4 (1.31%) HL7
3 2 (0.66%) PMO
4 1 (0.33%) EMIR
4 1 (0.33%) FATCA
4 1 (0.33%) IFRS
4 1 (0.33%) IFRS 9
System Software
1 2 (0.66%) Docker
2 1 (0.33%) Active Directory
2 1 (0.33%) Apache Flume
Systems Management
1 6 (1.97%) Puppet
2 2 (0.66%) Ansible
2 2 (0.66%) Ganglia
3 1 (0.33%) HP Quality Center
3 1 (0.33%) SCCM
Vendors
1 69 (22.62%) Oracle
2 56 (18.36%) Tableau
3 53 (17.38%) Microsoft
4 36 (11.80%) SAP
5 32 (10.49%) Google
5 32 (10.49%) Informatica
6 21 (6.89%) Talend
7 13 (4.26%) Adobe
8 10 (3.28%) Cloudera
9 8 (2.62%) IBM
9 8 (2.62%) MicroStrategy
9 8 (2.62%) Netezza
10 7 (2.30%) MuleSoft
11 6 (1.97%) ATG
11 6 (1.97%) Cognizant
11 6 (1.97%) Cognos
11 6 (1.97%) webMethods
11 6 (1.97%) Xerox
12 5 (1.64%) Jaspersoft
12 5 (1.64%) Teradata
Liverpool
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £35000.00 per annum
Posted: Yesterday
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: Yesterday
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: 2 days ago
Manchester, Lancashire
Modis International
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
Colwyn Bay, Clwyd
Supertemps
Salary: £25,000 - £32,000 dependent on experience
Posted: 3 days ago
Maidstone, Kent
Oxbridge Answers
Salary: 30000
Posted: 3 days ago
Worthing, West Sussex
Oxbridge Answers
Salary: 30000
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £36,000 to £45,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 5 days ago
Berkshire
Next Ventures Limited
Salary: DOE
Posted: 5 days ago
London
Sapient Global Markets
Posted: Yesterday
Edinburgh, Midlothian
Harvey Nash plc
Posted: 2 days ago
Central London / West End
The Workshop
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 2 days ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 4 days ago
Uxbridge, Middlesex
Resource Solutions - Xerox
Posted: 2 days ago
Slough, Berkshire
Understanding Recruitment
Salary: £35000.00 - £40000.00 per annum
Posted: 5 days ago
Central London / West End
The Workshop
Salary: Unspecified
Posted: 9 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 5 days ago
City, London
Salt
Salary: £35000 - £45000 per annum + OTE
Posted: 4 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £50000 per annum
Posted: 15 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 9 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 5 days ago
Romford
Montash Limited
Salary: £30000 - £40000 per annum
Posted: 11 days ago
City of London
Talent Point
Salary: £60000.00 - £650000.00 per annum
Posted: 18 days ago
Romford
Montash Limited
Salary: £40000.00 - £50000.00 per annum
Posted: 11 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 19 days ago