The following table provides summary statistics for permanent job vacancies advertised in England 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
UK / England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 674 770 758
Rank change year-on-year +96 -12  
Permanent jobs citing Data Extraction 181 137 199
As % of all permanent IT jobs advertised in England 0.22% 0.15% 0.19%
As % of the Processes & Methodologies category 0.24% 0.17% 0.22%
Number of salaries quoted 130 116 132
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 £69,750
UK excluding London median salary £40,000 £45,000 £34,500
% change year-on-year -11.11% +30.43%  

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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74870 82511 91444
As % of all permanent IT job vacancies advertised in England 89.69% 89.04% 87.93%
Number of salaries quoted 60781 69796 75582
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £31,888
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 in England

The job posting trend of jobs advertised in England 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 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 in England.

Salary trend for Data Extraction in England

Data Extraction
Salary Histogram in England

The salary distribution of IT jobs citing Data Extraction in England over the 3 months to 22 June 2017.

Salary histogram for Data Extraction 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 22 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
London +67 95 £47,500 -9.52% 13
West Midlands +21 18 £37,500 -21.05%
North West -33 17 £42,500 +41.66% 3
South East +44 16 £37,500 -11.76% 6
East of England -1 14 £40,000 -11.11% 2
East Midlands +33 12 £52,500 +5.00%
South West +13 6 £35,500 +5.18%
North East +13 1 £24,500 -35.52%
Yorkshire - 1 - - 1
Data Extraction
UK

For the 6 months to 22 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 across the England region with a requirement for Data Extraction.

1 181 (63.96%) SQL
2 91 (32.16%) Business Intelligence
3 87 (30.74%) Analytics
4 85 (30.04%) ETL
5 84 (29.68%) SQL Server
6 74 (26.15%) Analytical Skills
7 66 (23.32%) Degree
8 64 (22.61%) Data Warehouse
9 61 (21.55%) Microsoft Excel
9 61 (21.55%) Oracle
9 61 (21.55%) Finance
10 60 (21.20%) Python
11 59 (20.85%) R
12 57 (20.14%) SQL Server Integration Services
13 56 (19.79%) Tableau
14 50 (17.67%) Data Modelling
14 50 (17.67%) Microsoft
15 49 (17.31%) SQL Server Reporting Services
16 48 (16.96%) Visualisation
17 46 (16.25%) Agile Software Development
18 41 (14.49%) Java
19 40 (14.13%) Marketing
20 36 (12.72%) .NET
21 35 (12.37%) Data Management
22 34 (12.01%) Data Analysis
22 34 (12.01%) VBA
23 33 (11.66%) C#
23 33 (11.66%) T-SQL
24 32 (11.31%) Windows
24 32 (11.31%) Data Quality

Data Extraction
Co-occurring 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 31 (10.95%) SAS
2 13 (4.59%) Apache Spark
3 11 (3.89%) IIS
4 7 (2.47%) SharePoint
5 6 (2.12%) IBM HTTP Server
5 6 (2.12%) Oracle HTTP Server
6 2 (0.71%) Apache
6 2 (0.71%) Apache Pig
6 2 (0.71%) Apache Solr
7 1 (0.35%) Elasticsearch
Applications
1 61 (21.55%) Microsoft Excel
2 21 (7.42%) SPSS
3 11 (3.89%) Microsoft Office
4 6 (2.12%) Microsoft PowerPoint
5 3 (1.06%) MS Visio
6 2 (0.71%) Spreadsheet
Business Applications
1 16 (5.65%) SAP InfiniteInsight
2 11 (3.89%) Adobe Campaign
2 11 (3.89%) SAP BPC
3 4 (1.41%) SAP ERP
4 3 (1.06%) Oracle EBS
5 2 (0.71%) Oracle ERP
5 2 (0.71%) Raiser's Edge
6 1 (0.35%) Cognos Business Intelligence
6 1 (0.35%) Dynamics AX
6 1 (0.35%) SAP GRC
Cloud Services
1 21 (7.42%) Google Analytics
2 13 (4.59%) Amazon AWS
3 6 (2.12%) Microsoft Azure
4 4 (1.41%) Amazon EC2
5 3 (1.06%) Azure Data Factory
6 2 (0.71%) Amazon EMR
6 2 (0.71%) Amazon Kinesis
6 2 (0.71%) Amazon S3
6 2 (0.71%) Google Cloud Platform
6 2 (0.71%) OpenShift
6 2 (0.71%) Oracle Service Cloud
7 1 (0.35%) Adobe Analytics
7 1 (0.35%) PaaS
7 1 (0.35%) SaaS
Communications & Networking
1 6 (2.12%) HTTP
2 1 (0.35%) Broadband
2 1 (0.35%) Internet
Database & Business Intelligence
1 84 (29.68%) SQL Server
2 64 (22.61%) Data Warehouse
3 57 (20.14%) SQL Server Integration Services
4 49 (17.31%) SQL Server Reporting Services
5 30 (10.60%) QlikView
6 29 (10.25%) Relational Database
7 26 (9.19%) RDBMS
8 24 (8.48%) Power BI
9 23 (8.13%) NoSQL
9 23 (8.13%) Spotfire
10 20 (7.07%) Big Data
11 19 (6.71%) SQL Server Analysis Services
12 16 (5.65%) Data Mining
12 16 (5.65%) Electronic Patient Records
12 16 (5.65%) Hadoop
13 14 (4.95%) MongoDB
14 13 (4.59%) SAP BW
15 10 (3.53%) Crystal Reports
15 10 (3.53%) Oracle Database
16 9 (3.18%) Apache Hive
Development Applications
1 21 (7.42%) Talend Open Studio
2 9 (3.18%) Rational Rhapsody
3 7 (2.47%) Visual Studio
4 6 (2.12%) Ant
4 6 (2.12%) Git (software)
4 6 (2.12%) Jenkins
4 6 (2.12%) Maven
4 6 (2.12%) Subversion
5 5 (1.77%) Team Foundation Server
6 4 (1.41%) JIRA
6 4 (1.41%) JUnit
7 2 (0.71%) SQL Server Management Studio (SSMS)
7 2 (0.71%) Toad
8 1 (0.35%) HP UFT
8 1 (0.35%) Selenium
General
1 61 (21.55%) Finance
2 40 (14.13%) Marketing
3 20 (7.07%) Pharmaceutical
4 18 (6.36%) Banking
5 11 (3.89%) Games
5 11 (3.89%) Retail
6 9 (3.18%) Back Office
7 8 (2.83%) Telecoms
8 7 (2.47%) Financial Institution
8 7 (2.47%) French Language
9 5 (1.77%) Law
9 5 (1.77%) Legal
9 5 (1.77%) Manufacturing
10 4 (1.41%) Billing
10 4 (1.41%) Corporate Banking
11 3 (1.06%) Advertising
11 3 (1.06%) Front Office
12 2 (0.71%) Aerospace
12 2 (0.71%) Digital Economy
12 2 (0.71%) Investment Banking
Job Titles
1 95 (33.57%) Analyst
2 87 (30.74%) Developer
3 39 (13.78%) Data Analyst
4 28 (9.89%) Business Intelligence Developer
5 24 (8.48%) Consultant
6 23 (8.13%) Business Intelligence Analyst
7 20 (7.07%) SSIS Developer
8 17 (6.01%) Data Scientist
9 16 (5.65%) SSRS Developer
10 14 (4.95%) SQL Developer
11 13 (4.59%) Business Developer
11 13 (4.59%) C# Developer
11 13 (4.59%) Senior Analyst
12 12 (4.24%) Data Manager
13 11 (3.89%) Data Consultant
13 11 (3.89%) Data Engineer
13 11 (3.89%) SAP BPC Consultant
13 11 (3.89%) SAP BW Consultant
13 11 (3.89%) SAP Consultant
13 11 (3.89%) SQL Analyst
Libraries, Frameworks & Software Standards
1 36 (12.72%) .NET
2 23 (8.13%) Web Services
3 15 (5.30%) WPF
4 11 (3.89%) ASP.NET
4 11 (3.89%) XML
5 9 (3.18%) Middleware
5 9 (3.18%) WCF
6 6 (2.12%) AngularJS
6 6 (2.12%) J2EE
6 6 (2.12%) Natural Language Processing
6 6 (2.12%) SOAP
7 5 (1.77%) Angular 2
7 5 (1.77%) KnockoutJS
7 5 (1.77%) REST
8 3 (1.06%) ODBC
9 2 (0.71%) D3.js
9 2 (0.71%) Lucene
9 2 (0.71%) Regular Expression
10 1 (0.35%) ASP.NET MVC
10 1 (0.35%) Kafka
Miscellaneous
1 74 (26.15%) Analytical Skills
2 21 (7.42%) Management Information System
3 20 (7.07%) Life Science
4 16 (5.65%) Computer Science
5 13 (4.59%) Algorithms
6 6 (2.12%) Credit Risk
6 6 (2.12%) Data Structures
7 5 (1.77%) Greenfield Project
8 4 (1.41%) Market Risk
8 4 (1.41%) Reinsurance
8 4 (1.41%) Smart Energy
8 4 (1.41%) Smart Meter
9 3 (1.06%) Fintech
9 3 (1.06%) User Experience
10 2 (0.71%) AS400
10 2 (0.71%) Enterprise Software
10 2 (0.71%) iSeries
11 1 (0.35%) CMDB
11 1 (0.35%) Data Protection Act
11 1 (0.35%) NHS
Operating Systems
1 32 (11.31%) Windows
2 26 (9.19%) Linux
3 12 (4.24%) Unix
4 1 (0.35%) Windows Server
Processes & Methodologies
1 91 (32.16%) Business Intelligence
2 87 (30.74%) Analytics
3 85 (30.04%) ETL
4 50 (17.67%) Data Modelling
5 48 (16.96%) Visualisation
6 46 (16.25%) Agile Software Development
7 35 (12.37%) Data Management
8 34 (12.01%) Data Analysis
9 30 (10.60%) Data Visualisation
10 26 (9.19%) Mathematics
11 25 (8.83%) Data Analytics
12 21 (7.42%) Data Cleansing
13 20 (7.07%) Economics
14 19 (6.71%) Time Management
15 18 (6.36%) Data Integration
16 17 (6.01%) Data Flow Diagram
16 17 (6.01%) Logical Data Model
16 17 (6.01%) SDLC
17 16 (5.65%) Machine Learning
17 16 (5.65%) Release Management
Programming Languages
1 181 (63.96%) SQL
2 60 (21.20%) Python
3 59 (20.85%) R
4 41 (14.49%) Java
5 34 (12.01%) VBA
6 33 (11.66%) C#
6 33 (11.66%) T-SQL
7 28 (9.89%) PL/SQL
8 9 (3.18%) MATLAB
9 6 (2.12%) Scala
9 6 (2.12%) VB.NET
10 4 (1.41%) Shell Script
11 2 (0.71%) JavaScript
11 2 (0.71%) PowerShell
11 2 (0.71%) RPG
11 2 (0.71%) VB
12 1 (0.35%) ABAP
12 1 (0.35%) C
12 1 (0.35%) C++
12 1 (0.35%) RPG IV
Qualifications
1 66 (23.32%) Degree
2 15 (5.30%) Security Cleared
3 10 (3.53%) PhD
4 5 (1.77%) ISEB
5 4 (1.41%) Numerate Degree
5 4 (1.41%) SC Cleared
6 1 (0.35%) ISEB Practitioner
6 1 (0.35%) ISTQB
6 1 (0.35%) ISTQB Foundation Certification
6 1 (0.35%) Microsoft Certification
Quality Assurance & Compliance
1 32 (11.31%) Data Quality
2 4 (1.41%) HL7
3 2 (0.71%) PMO
4 1 (0.35%) EMIR
4 1 (0.35%) FATCA
4 1 (0.35%) IFRS
4 1 (0.35%) IFRS 9
System Software
1 2 (0.71%) Docker
2 1 (0.35%) Active Directory
2 1 (0.35%) Apache Flume
Systems Management
1 6 (2.12%) Puppet
2 2 (0.71%) Ansible
2 2 (0.71%) Ganglia
3 1 (0.35%) HP Quality Center
3 1 (0.35%) SCCM
Vendors
1 61 (21.55%) Oracle
2 56 (19.79%) Tableau
3 50 (17.67%) Microsoft
4 30 (10.60%) Google
5 26 (9.19%) SAP
6 24 (8.48%) Informatica
7 21 (7.42%) Talend
8 12 (4.24%) Adobe
9 8 (2.83%) IBM
9 8 (2.83%) MicroStrategy
9 8 (2.83%) Netezza
10 7 (2.47%) MuleSoft
11 6 (2.12%) ATG
11 6 (2.12%) Cognizant
11 6 (2.12%) Cognos
11 6 (2.12%) webMethods
12 5 (1.77%) Jaspersoft
12 5 (1.77%) Teradata
12 5 (1.77%) Xerox
13 4 (1.41%) Snow
Liverpool
Hays Specialist Recruitment Ltd
Salary: £20000.00 - £26000.00 per annum
Posted: 17 hours ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum
Posted: 12 hours ago
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: Yesterday
Maidstone, Kent
Oxbridge Answers
Salary: 30000
Posted: Yesterday
Worthing, West Sussex
Oxbridge Answers
Salary: 30000
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 7 hours ago
Uxbridge, Middlesex
Resource Solutions - Xerox
Posted: 6 hours ago
Central London / West End
The Workshop
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £36,000 to £45,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 3 days ago
Berkshire
Next Ventures Limited
Salary: DOE
Posted: 3 days ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Slough, Berkshire
Understanding Recruitment
Salary: £35000.00 - £40000.00 per annum
Posted: 3 days ago
Woking, Surrey
Experis Ltd
Salary: £25000 - £30000 per annum + Bonus and benefits
Posted: 6 days ago
Central London / West End
The Workshop
Salary: Unspecified
Posted: 8 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 3 days ago
City, London
Salt
Salary: £35000 - £45000 per annum + OTE
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 3 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 7 days ago
Romford
Montash Limited
Salary: £30000 - £40000 per annum
Posted: 9 days ago
City of London
Talent Point
Salary: £60000.00 - £650000.00 per annum
Posted: 16 days ago
Romford
Montash Limited
Salary: £40000.00 - £50000.00 per annum
Posted: 9 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 17 days ago