Period
to 18 February 2019

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 18 February 2019 with a comparison to the same period in the previous 2 years.

Data Extraction
UK > England
6 months to
18 Feb 2019
Same period 2018 Same period 2017
Rank 910 860 914
Rank change year-on-year -50 +54 +23
Permanent jobs citing Data Extraction 175 326 250
As % of all permanent IT jobs advertised in England 0.13% 0.20% 0.15%
As % of the Processes & Methodologies category 0.14% 0.22% 0.17%
Number of salaries quoted 136 271 225
England median annual salary £51,750 £45,000 £45,000
Median salary % change year-on-year +15.00% - +1.12%
10th Percentile £34,375 £26,250 £29,000
90th Percentile £76,250 £68,750 £72,500
UK median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +1.12%

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 128,367 149,739 150,490
As % of all permanent IT jobs advertised in England 91.74% 91.83% 91.32%
Number of salaries quoted 102,316 122,603 125,032
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £28,750 £28,000
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 18 February 2019.

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 18 February 2019. 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 -3 85 £58,750 +17.50% 21
South East +17 38 £45,000 +12.50% 5
North of England -16 33 £45,000 - 14
Yorkshire +22 16 £45,000 +53.85% 2
North West +5 14 £43,750 -2.78% 10
East of England +43 9 £40,000 +11.27% 1
West Midlands +9 5 £55,000 +46.67% 1
Midlands +6 5 £55,000 +62.96% 1
North East +21 3 £67,500 +170.00% 2
South West +12 3 - - 1
Data Extraction
UK

For the 6 months to 18 February 2019, 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.

1 116 (66.29%) SQL
2 56 (32.00%) SQL Server
2 56 (32.00%) Business Intelligence
3 55 (31.43%) Finance
4 53 (30.29%) Analytics
5 46 (26.29%) Python
5 46 (26.29%) C#
6 45 (25.71%) SQL Server Integration Services
7 43 (24.57%) Analytical Skills
8 40 (22.86%) SQL Server Reporting Services
9 39 (22.29%) ETL
9 39 (22.29%) Problem-Solving
10 38 (21.71%) T-SQL
11 36 (20.57%) Microsoft Excel
12 35 (20.00%) .NET
12 35 (20.00%) Visualisation
13 34 (19.43%) Agile Software Development
14 33 (18.86%) Microsoft
14 33 (18.86%) Tableau
15 32 (18.29%) SQL Server Analysis Services
15 32 (18.29%) ASP.NET
16 31 (17.71%) SharePoint
17 30 (17.14%) Java
17 30 (17.14%) Project Management
18 29 (16.57%) R
19 28 (16.00%) Data Warehouse
20 27 (15.43%) MVC
20 27 (15.43%) Migration
20 27 (15.43%) ASP.NET MVC
21 26 (14.86%) Power BI

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 (17.71%) SharePoint
2 23 (13.14%) SAS
3 11 (6.29%) Apache Spark
4 8 (4.57%) Apache
5 7 (4.00%) Elasticsearch
6 3 (1.71%) Confluence
7 2 (1.14%) CMS
8 1 (0.57%) Apache Pig
8 1 (0.57%) Apache Solr
8 1 (0.57%) ArcGIS
8 1 (0.57%) SharePoint Server
Applications
1 36 (20.57%) Microsoft Excel
2 11 (6.29%) Microsoft Office
3 6 (3.43%) Microsoft PowerPoint
3 6 (3.43%) MS Visio
4 5 (2.86%) SPSS
5 4 (2.29%) Chatbot
6 2 (1.14%) Spreadsheet
Business Applications
1 4 (2.29%) Oracle EBS
1 4 (2.29%) Oracle EBS R12
1 4 (2.29%) Oracle Payroll
1 4 (2.29%) SAP ERP
2 2 (1.14%) Adobe Campaign
2 2 (1.14%) Cognos Business Intelligence
2 2 (1.14%) Cognos TM1
2 2 (1.14%) SAP Business One
2 2 (1.14%) SAP InfiniteInsight
2 2 (1.14%) WebTrends
3 1 (0.57%) Dynamics CRM
3 1 (0.57%) Infor CloudSuite
3 1 (0.57%) Infor M3
3 1 (0.57%) Workday HCM
Cloud Services
1 22 (12.57%) Microsoft Azure
2 12 (6.86%) Amazon AWS
3 3 (1.71%) GitHub
3 3 (1.71%) SaaS
4 2 (1.14%) Adobe Analytics
4 2 (1.14%) AWS Lambda
4 2 (1.14%) Google Analytics
4 2 (1.14%) Serverless
5 1 (0.57%) Google Cloud Platform
5 1 (0.57%) Office 365
5 1 (0.57%) Salesforce Sales Cloud
Communications & Networking
1 4 (2.29%) DNS
2 3 (1.71%) DHCP
2 3 (1.71%) Intranet
3 2 (1.14%) Internet
3 2 (1.14%) LAN
3 2 (1.14%) Network Security
3 2 (1.14%) SMS
3 2 (1.14%) WAN
3 2 (1.14%) Wi-Fi
4 1 (0.57%) 5G
4 1 (0.57%) BGP
4 1 (0.57%) Diameter Protocol
4 1 (0.57%) HTTPS
4 1 (0.57%) IPsec
4 1 (0.57%) IPv4
4 1 (0.57%) OSPF
4 1 (0.57%) Q.931
4 1 (0.57%) SIGTRAN
4 1 (0.57%) SS7
4 1 (0.57%) Wireless
Database & Business Intelligence
1 56 (32.00%) SQL Server
2 45 (25.71%) SQL Server Integration Services
3 40 (22.86%) SQL Server Reporting Services
4 32 (18.29%) SQL Server Analysis Services
5 28 (16.00%) Data Warehouse
6 26 (14.86%) Power BI
7 22 (12.57%) SQL Server 2008
8 21 (12.00%) Crystal Reports
9 17 (9.71%) QlikView
10 14 (8.00%) Big Data
11 13 (7.43%) MySQL
12 12 (6.86%) Hadoop
12 12 (6.86%) Relational Database
13 9 (5.14%) Looker
13 9 (5.14%) PostgreSQL
14 8 (4.57%) Spotfire
15 7 (4.00%) OLAP
15 7 (4.00%) Star Schema
16 6 (3.43%) Apache Hive
16 6 (3.43%) BusinessObjects
Development Applications
1 22 (12.57%) Team Foundation Server
1 22 (12.57%) Visual Studio
2 4 (2.29%) Git (software)
2 4 (2.29%) Selenium
3 3 (1.71%) Gatling
3 3 (1.71%) JIRA
3 3 (1.71%) JMeter
3 3 (1.71%) LSMW
3 3 (1.71%) NeoLoad
3 3 (1.71%) SQL Server Management Studio (SSMS)
3 3 (1.71%) Subversion
4 1 (0.57%) Ant
4 1 (0.57%) Hudson
4 1 (0.57%) Maven
4 1 (0.57%) WebDriver
General
1 55 (31.43%) Finance
2 20 (11.43%) Marketing
3 14 (8.00%) Banking
4 5 (2.86%) International Banking
4 5 (2.86%) Manufacturing
4 5 (2.86%) Retail
5 3 (1.71%) Publishing
6 2 (1.14%) Advertising
6 2 (1.14%) Automotive
6 2 (1.14%) Electronics
6 2 (1.14%) Investment Banking
6 2 (1.14%) Telecoms
7 1 (0.57%) Back Office
7 1 (0.57%) Front Office
7 1 (0.57%) German Language
7 1 (0.57%) Legal
7 1 (0.57%) Spanish Language
Job Titles
1 61 (34.86%) Developer
2 60 (34.29%) Analyst
3 28 (16.00%) Consultant
4 27 (15.43%) Data Analyst
5 21 (12.00%) Analyst Developer
6 20 (11.43%) Data Consultant
7 17 (9.71%) C# Developer
7 17 (9.71%) SQL Developer
8 16 (9.14%) .NET Developer
8 16 (9.14%) ASP.NET Developer
8 16 (9.14%) C# .NET Developer
8 16 (9.14%) C# ASP.NET Developer
9 15 (8.57%) Business Intelligence Developer
10 13 (7.43%) ASP.NET MVC Developer
10 13 (7.43%) SQL Analyst
11 12 (6.86%) C# VB.NET Developer
11 12 (6.86%) Senior Manager
11 12 (6.86%) VB.NET Developer
11 12 (6.86%) VB.NET/ASP.NET Developer
12 11 (6.29%) ERP Consultant
Libraries, Frameworks & Software Standards
1 35 (20.00%) .NET
2 32 (18.29%) ASP.NET
3 27 (15.43%) ASP.NET MVC
4 14 (8.00%) XML
5 12 (6.86%) HTML
6 10 (5.71%) jQuery
7 8 (4.57%) Angular 2
8 6 (3.43%) CSS
9 5 (2.86%) Web Services
10 4 (2.29%) JSON
10 4 (2.29%) Oracle Fusion
11 3 (1.71%) Kafka
11 3 (1.71%) Node.js
11 3 (1.71%) SOAP
12 2 (1.14%) BAPI
12 2 (1.14%) IDoc
12 2 (1.14%) Lambda Expressions
12 2 (1.14%) REST
13 1 (0.57%) D3.js
13 1 (0.57%) Natural Language Processing
Miscellaneous
1 43 (24.57%) Analytical Skills
2 14 (8.00%) Management Information System
3 13 (7.43%) Fintech
4 7 (4.00%) Algorithms
5 6 (3.43%) Credit Risk
6 5 (2.86%) Market Risk
7 4 (2.29%) Greenfield Project
7 4 (2.29%) Robotics
7 4 (2.29%) Self-Motivation
8 3 (1.71%) FMCG
8 3 (1.71%) Renewable Energy
9 2 (1.14%) Data Structures
9 2 (1.14%) Foreign Exchange (FX)
9 2 (1.14%) Mainframe
9 2 (1.14%) Mobile App
9 2 (1.14%) SCADA
9 2 (1.14%) Social Media
10 1 (0.57%) BBC
10 1 (0.57%) Clustering
10 1 (0.57%) Fixed Income
Operating Systems
1 5 (2.86%) Windows
2 2 (1.14%) Linux
Processes & Methodologies
1 56 (32.00%) Business Intelligence
2 53 (30.29%) Analytics
3 39 (22.29%) ETL
3 39 (22.29%) Problem-Solving
4 35 (20.00%) Visualisation
5 34 (19.43%) Agile Software Development
6 30 (17.14%) Project Management
7 27 (15.43%) Migration
7 27 (15.43%) MVC
8 24 (13.71%) Data Analysis
8 24 (13.71%) Data Modelling
8 24 (13.71%) OO
9 23 (13.14%) Data Analytics
10 22 (12.57%) Machine Learning
10 22 (12.57%) OOD
11 21 (12.00%) Data Visualisation
11 21 (12.00%) ERP
12 19 (10.86%) Data Architecture
12 19 (10.86%) Mathematics
13 18 (10.29%) Data Migration
Programming Languages
1 116 (66.29%) SQL
2 46 (26.29%) C#
2 46 (26.29%) Python
3 38 (21.71%) T-SQL
4 30 (17.14%) Java
5 29 (16.57%) R
6 21 (12.00%) VB.NET
6 21 (12.00%) VBA
7 16 (9.14%) JavaScript
8 13 (7.43%) Scala
9 11 (6.29%) MATLAB
9 11 (6.29%) VB
10 9 (5.14%) Julia
11 6 (3.43%) C
11 6 (3.43%) C++
11 6 (3.43%) PHP
12 4 (2.29%) ABAP
12 4 (2.29%) PL/SQL
13 3 (1.71%) PowerShell
14 2 (1.14%) Formula Language
Qualifications
1 23 (13.14%) Degree
2 12 (6.86%) Security Cleared
3 11 (6.29%) SC Cleared
4 5 (2.86%) Computer Science Degree
4 5 (2.86%) HND
5 2 (1.14%) DV Cleared
5 2 (1.14%) PhD
6 1 (0.57%) PMI Certification
6 1 (0.57%) PRINCE2 Certification
Quality Assurance & Compliance
1 15 (8.57%) Data Quality
2 9 (5.14%) QA
3 2 (1.14%) SLA
4 1 (0.57%) IFRS
4 1 (0.57%) ISO/IEC 27001
System Software
1 3 (1.71%) Docker
2 1 (0.57%) Active Directory
2 1 (0.57%) VMware Infrastructure
Systems Management
1 2 (1.14%) Consul
1 2 (1.14%) Kubernetes
1 2 (1.14%) Terraform
Vendors
1 33 (18.86%) Microsoft
1 33 (18.86%) Tableau
2 21 (12.00%) Infragistics
2 21 (12.00%) Oracle
3 16 (9.14%) SAP
4 8 (4.57%) Cognos
5 6 (3.43%) Adobe
6 5 (2.86%) Alteryx
7 4 (2.29%) CheckPoint
7 4 (2.29%) Informatica
7 4 (2.29%) Salesforce Marketing Cloud
7 4 (2.29%) Salesforce.com
8 3 (1.71%) Birst
8 3 (1.71%) Databricks
8 3 (1.71%) Google
8 3 (1.71%) IFS
9 2 (1.14%) Cloudera
9 2 (1.14%) MapR
9 2 (1.14%) Marketo
9 2 (1.14%) Talend