Period
to 19 September 2018

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 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

Data Extraction
UK > England
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 883 839 971
Rank change year-on-year -44 +132 -65
Permanent jobs citing Data Extraction 252 327 259
As % of all permanent IT jobs advertised in England 0.16% 0.20% 0.14%
As % of the Processes & Methodologies category 0.18% 0.21% 0.16%
Number of salaries quoted 215 245 232
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £31,250 £25,750 £28,750
90th Percentile £67,500 £68,750 £62,500
UK median annual salary £47,500 £47,000 £45,000
% change year-on-year +1.06% +4.44% +4.65%

Data Extraction is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 142,261 152,478 166,365
As % of all permanent IT jobs advertised in England 91.08% 91.53% 90.92%
Number of salaries quoted 114,089 121,222 140,331
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,500 £27,750
90th Percentile £83,750 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

Data Extraction
Job Vacancy Trend in England

Job postings citing Data Extraction as a percentage of all IT jobs advertised in England.

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 6 months to 19 September 2018.

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 6 months to 19 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -16 109 £52,500 +5.00% 13
East of England +34 42 £40,000 - 1
South East +19 40 £44,250 +18.00% 2
North of England +30 36 £40,000 -11.11% 6
North West -3 27 £37,500 -16.67% 3
Midlands 0 15 £53,750 +43.33% 3
West Midlands +16 14 £52,500 +40.00% 3
South West -3 10 £30,500 -30.68% 1
North East -16 5 £70,000 +180.00% 1
Yorkshire +24 4 £34,250 - 2
East Midlands -5 1 £55,000 +4.76%
Data Extraction
UK

For the 6 months to 19 September 2018, IT jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Data Extraction.

1 178 (70.63%) SQL
2 93 (36.90%) Finance
3 90 (35.71%) SQL Server
4 88 (34.92%) Business Intelligence
5 75 (29.76%) ETL
6 74 (29.37%) Data Warehouse
7 72 (28.57%) Microsoft Excel
8 61 (24.21%) Microsoft
9 57 (22.62%) SQL Server Reporting Services
9 57 (22.62%) Analytics
10 56 (22.22%) SQL Server Integration Services
10 56 (22.22%) Python
11 54 (21.43%) Analytical Skills
12 52 (20.63%) Visualisation
13 51 (20.24%) Tableau
14 50 (19.84%) Agile Software Development
15 49 (19.44%) Oracle
16 47 (18.65%) VBA
17 46 (18.25%) T-SQL
18 44 (17.46%) Degree
19 39 (15.48%) Power BI
19 39 (15.48%) Problem-Solving
20 38 (15.08%) C#
21 35 (13.89%) Data Modelling
21 35 (13.89%) Relational Database
22 33 (13.10%) Project Management
22 33 (13.10%) Management Information System
23 32 (12.70%) Data Visualisation
23 32 (12.70%) Marketing
24 31 (12.30%) SAS

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 (12.30%) SAS
2 15 (5.95%) SharePoint
3 7 (2.78%) Apache Spark
3 7 (2.78%) Confluence
4 5 (1.98%) Apache
5 4 (1.59%) Elasticsearch
5 4 (1.59%) Tomcat
6 1 (0.40%) Apache Pig
6 1 (0.40%) Apache Solr
6 1 (0.40%) ArcGIS
6 1 (0.40%) CICS
6 1 (0.40%) Oracle SOA Suite
6 1 (0.40%) SharePoint Server
Applications
1 72 (28.57%) Microsoft Excel
2 20 (7.94%) Microsoft Office
3 16 (6.35%) SPSS
4 14 (5.56%) Spreadsheet
5 11 (4.37%) Microsoft PowerPoint
6 6 (2.38%) MS Visio
7 4 (1.59%) Microsoft Project
8 3 (1.19%) Stata
9 1 (0.40%) AutoCAD
9 1 (0.40%) Chatbot
Business Applications
1 13 (5.16%) Cognos Business Intelligence
1 13 (5.16%) Cognos TM1
2 8 (3.17%) Infor SunSystems
2 8 (3.17%) SAP ERP
3 6 (2.38%) Dynamics CRM
4 4 (1.59%) Oracle Financials
4 4 (1.59%) SAP GRC
4 4 (1.59%) SAP InfiniteInsight
5 3 (1.19%) SAP BPC
5 3 (1.19%) SAP Oil and Gas
6 2 (0.79%) Epicor Tropos
6 2 (0.79%) Infor M3
6 2 (0.79%) Movex
6 2 (0.79%) NetSuite
6 2 (0.79%) Oracle EBS
6 2 (0.79%) SAP Business One
6 2 (0.79%) Workday HCM
7 1 (0.40%) Dynamics AX
7 1 (0.40%) Oracle EBS R12
7 1 (0.40%) Oracle iProcurement
Cloud Services
1 19 (7.54%) Microsoft Azure
2 11 (4.37%) SaaS
3 9 (3.57%) Amazon AWS
4 6 (2.38%) Office 365
5 2 (0.79%) GitHub
5 2 (0.79%) IBM Blueworks
6 1 (0.40%) Amazon EMR
6 1 (0.40%) Google Cloud Platform
6 1 (0.40%) SuccessFactors
Communications & Networking
1 8 (3.17%) FTP
2 4 (1.59%) Intranet
2 4 (1.59%) SMS
3 3 (1.19%) LAN
3 3 (1.19%) WAN
4 2 (0.79%) DHCP
4 2 (0.79%) DNS
4 2 (0.79%) PPP
4 2 (0.79%) Wi-Fi
5 1 (0.40%) ATM
5 1 (0.40%) Broadband
5 1 (0.40%) Cisco IOS
5 1 (0.40%) Firewall
5 1 (0.40%) TCP/IP
5 1 (0.40%) VPN
Database & Business Intelligence
1 90 (35.71%) SQL Server
2 74 (29.37%) Data Warehouse
3 57 (22.62%) SQL Server Reporting Services
4 56 (22.22%) SQL Server Integration Services
5 39 (15.48%) Power BI
6 35 (13.89%) Relational Database
7 30 (11.90%) SQL Server Analysis Services
8 25 (9.92%) NoSQL
9 24 (9.52%) MySQL
10 20 (7.94%) Data Mining
11 17 (6.75%) Hadoop
12 15 (5.95%) Crystal Reports
12 15 (5.95%) RDBMS
13 13 (5.16%) Microsoft Analysis Services
13 13 (5.16%) SQL Server 2008
13 13 (5.16%) SQL Server 2016
14 12 (4.76%) Big Data
14 12 (4.76%) OLAP
14 12 (4.76%) OLAP Cube
14 12 (4.76%) SAP Data Services
Development Applications
1 16 (6.35%) Visual Studio
2 11 (4.37%) JIRA
3 6 (2.38%) Selenium
4 5 (1.98%) Git (software)
4 5 (1.98%) LSMW
4 5 (1.98%) Team Foundation Server
5 4 (1.59%) Eclipse
5 4 (1.59%) Gatling
5 4 (1.59%) JMeter
5 4 (1.59%) NeoLoad
5 4 (1.59%) Subversion
6 2 (0.79%) SQL Server Management Studio (SSMS)
7 1 (0.40%) Bitbucket
7 1 (0.40%) Cucumber
7 1 (0.40%) LoadRunner
7 1 (0.40%) SpecFlow
7 1 (0.40%) TeamCity
General
1 93 (36.90%) Finance
2 32 (12.70%) Marketing
3 16 (6.35%) Banking
4 12 (4.76%) Advertising
5 11 (4.37%) Retail
6 10 (3.97%) Legal
7 7 (2.78%) Investment Banking
7 7 (2.78%) Manufacturing
8 5 (1.98%) Law
8 5 (1.98%) Publishing
9 2 (0.79%) Back Office
9 2 (0.79%) International Banking
9 2 (0.79%) Retail Finance
9 2 (0.79%) Telecoms
10 1 (0.40%) Automotive
10 1 (0.40%) Billing
10 1 (0.40%) Front Office
10 1 (0.40%) General Ledger
10 1 (0.40%) Pharmaceutical
Job Titles
1 78 (30.95%) Developer
2 72 (28.57%) Analyst
3 30 (11.90%) SQL Developer
4 22 (8.73%) Business Intelligence Developer
4 22 (8.73%) Data Analyst
5 15 (5.95%) C# Developer
6 14 (5.56%) .NET Developer
6 14 (5.56%) Senior Analyst
7 13 (5.16%) C# .NET Developer
8 11 (4.37%) Business Analyst
8 11 (4.37%) SQL Analyst
8 11 (4.37%) Technical Support
9 10 (3.97%) Business Intelligence Lead
9 10 (3.97%) Systems Manager
9 10 (3.97%) Technical Analyst
10 9 (3.57%) Analyst Developer
10 9 (3.57%) Analytics Manager
10 9 (3.57%) Data Engineer
10 9 (3.57%) Data Manager
10 9 (3.57%) ERP Manager
Libraries, Frameworks & Software Standards
1 26 (10.32%) .NET
2 21 (8.33%) HTML
3 14 (5.56%) CSS
4 13 (5.16%) ASP.NET
5 11 (4.37%) XML
6 9 (3.57%) ASP.NET MVC
7 7 (2.78%) Web Services
8 5 (1.98%) BAPI
8 5 (1.98%) IDoc
8 5 (1.98%) Kafka
8 5 (1.98%) RESTful
8 5 (1.98%) Spring
9 4 (1.59%) Hibernate
9 4 (1.59%) J2EE
9 4 (1.59%) Java EE
9 4 (1.59%) JSP
9 4 (1.59%) Oracle Fusion
9 4 (1.59%) Spring MVC
10 3 (1.19%) SOAP
10 3 (1.19%) XSD
Miscellaneous
1 54 (21.43%) Analytical Skills
2 33 (13.10%) Management Information System
3 18 (7.14%) Computer Science
4 12 (4.76%) Data Structures
5 11 (4.37%) Credit Risk
5 11 (4.37%) e-Learning
6 10 (3.97%) Self-Motivation
7 9 (3.57%) Greenfield Project
8 6 (2.38%) SCADA
9 5 (1.98%) Algorithms
10 4 (1.59%) Life Science
11 3 (1.19%) Fintech
11 3 (1.19%) FMCG
11 3 (1.19%) Industry 4.0
11 3 (1.19%) Reinsurance
11 3 (1.19%) Renewable Energy
12 2 (0.79%) Driving Licence
12 2 (0.79%) Market Risk
13 1 (0.40%) Reference Data
13 1 (0.40%) Robotics
Operating Systems
1 12 (4.76%) Windows
2 4 (1.59%) Linux
2 4 (1.59%) Unix
2 4 (1.59%) Windows Server
3 2 (0.79%) Red Hat Enterprise Linux
3 2 (0.79%) Windows 7
4 1 (0.40%) AIX
4 1 (0.40%) Windows 10
Processes & Methodologies
1 88 (34.92%) Business Intelligence
2 75 (29.76%) ETL
3 57 (22.62%) Analytics
4 52 (20.63%) Visualisation
5 50 (19.84%) Agile Software Development
6 39 (15.48%) Problem-Solving
7 35 (13.89%) Data Modelling
8 33 (13.10%) Project Management
9 32 (12.70%) Data Visualisation
10 30 (11.90%) ERP
11 26 (10.32%) Business Analysis
11 26 (10.32%) Data Analytics
12 21 (8.33%) Data Management
13 20 (7.94%) Data Analysis
13 20 (7.94%) Data Architecture
13 20 (7.94%) Performance Tuning
13 20 (7.94%) Statistics
14 19 (7.54%) Dashboard Development
14 19 (7.54%) Stakeholder Management
15 18 (7.14%) OO
Programming Languages
1 178 (70.63%) SQL
2 56 (22.22%) Python
3 47 (18.65%) VBA
4 46 (18.25%) T-SQL
5 38 (15.08%) C#
6 27 (10.71%) Java
7 25 (9.92%) JavaScript
8 13 (5.16%) R
9 11 (4.37%) C
10 9 (3.57%) C++
10 9 (3.57%) PL/SQL
11 8 (3.17%) ABAP
12 6 (2.38%) PowerShell
12 6 (2.38%) Scala
12 6 (2.38%) VB.NET
13 4 (1.59%) Perl
13 4 (1.59%) VB
14 3 (1.19%) Bash Shell
15 2 (0.79%) MATLAB
15 2 (0.79%) Shell Script
Qualifications
1 44 (17.46%) Degree
2 9 (3.57%) SC Cleared
2 9 (3.57%) Security Cleared
3 7 (2.78%) Computer Science Degree
4 3 (1.19%) CISA
4 3 (1.19%) Oracle Certification
5 2 (0.79%) CISSP
5 2 (0.79%) Postgraduate
6 1 (0.40%) DV Cleared
6 1 (0.40%) ITIL Foundation Certificate
6 1 (0.40%) Master's Degree
6 1 (0.40%) PhD
6 1 (0.40%) PRINCE2 Certification
Quality Assurance & Compliance
1 13 (5.16%) Data Quality
2 5 (1.98%) SLA
3 4 (1.59%) GDPR
3 4 (1.59%) QA
4 2 (0.79%) Actionable Recommendations
4 2 (0.79%) IFRS
4 2 (0.79%) IFRS 9
4 2 (0.79%) PCI DSS
5 1 (0.40%) HL7
5 1 (0.40%) ISO/IEC 27001
System Software
1 4 (1.59%) Docker
2 1 (0.40%) Active Directory
2 1 (0.40%) Virtual Servers
2 1 (0.40%) VMware Infrastructure
Systems Management
1 2 (0.79%) Consul
1 2 (0.79%) Kubernetes
1 2 (0.79%) Terraform
2 1 (0.40%) Failover Clustering
2 1 (0.40%) Microsoft Clustering
Vendors
1 61 (24.21%) Microsoft
2 51 (20.24%) Tableau
3 49 (19.44%) Oracle
4 27 (10.71%) SAP
5 19 (7.54%) Alteryx
5 19 (7.54%) Cognos
6 10 (3.97%) Infor
6 10 (3.97%) Informatica
7 9 (3.57%) Adobe
8 8 (3.17%) Teradata
9 7 (2.78%) Capita
10 5 (1.98%) IFS
10 5 (1.98%) Infragistics
11 4 (1.59%) Salesforce.com
12 3 (1.19%) Sage
12 3 (1.19%) Talend
13 2 (0.79%) Ab Initio
13 2 (0.79%) Epicor
13 2 (0.79%) Red Hat
13 2 (0.79%) Splunk