Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > South East
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 179 147 127
Rank change year-on-year -32 -20 +46
Permanent jobs citing ETL 554 803 1092
As % of all permanent IT jobs advertised in the South East 1.83% 2.30% 2.55%
As % of the Processes & Methodologies category 2.09% 2.63% 2.94%
Number of salaries quoted 445 729 850
South East median annual salary £52,500 £50,000 £48,375
Median salary % change year-on-year +5.00% +3.36% -3.25%
10th Percentile £32,500 £34,000 £33,750
90th Percentile £70,000 £72,750 £70,000
England median annual salary £50,000 £52,500 £52,000
% change year-on-year -4.76% +0.96% -

ETL 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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26524 30586 37174
As % of all permanent IT jobs advertised in the South East 87.46% 87.44% 86.93%
Number of salaries quoted 21839 25381 30726
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

ETL
Job Vacancy Trend in the South East

Job postings citing ETL as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for ETL in the South East

ETL
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in the South East.

Salary trend for ETL in the South East

ETL
Salary Histogram in the South East

The salary distribution of IT jobs citing ETL in the South East over the 6 months to 19 November 2017.

Salary histogram for ETL in the South East

ETL
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the South East region over the 6 months to 19 November 2017. 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
Thames Valley -24 211 £52,500 +5.00% 14
Surrey +33 168 £55,000 - 1
Berkshire -11 111 £52,500 - 8
Buckinghamshire +42 79 £52,500 +20.69% 4
Hampshire -62 61 £45,000 - 4
West Sussex -51 43 £54,500 -0.91% 3
East Sussex +6 39 £50,000 +11.11% 1
Kent +5 27 £45,000 -10.00% 2
Oxfordshire -52 21 £60,000 +12.15% 2
Middlesex +11 2 £66,000 +20.00%
ETL
England

For the 6 months to 19 November 2017, IT jobs citing ETL 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 South East region with a requirement for ETL.

1 340 (61.37%) SQL
2 292 (52.71%) Business Intelligence
3 228 (41.16%) SQL Server
4 208 (37.55%) Data Warehouse
5 190 (34.30%) SQL Server Integration Services
6 176 (31.77%) Microsoft
7 160 (28.88%) Agile Software Development
8 152 (27.44%) T-SQL
9 141 (25.45%) Oracle
10 122 (22.02%) Data Modelling
11 119 (21.48%) SAP
12 116 (20.94%) Finance
13 110 (19.86%) SQL Server Reporting Services
14 106 (19.13%) Migration
15 104 (18.77%) Data Quality
16 89 (16.06%) Project Management
16 89 (16.06%) BusinessObjects
17 84 (15.16%) Data Migration
18 82 (14.80%) SQL Server Analysis Services
19 79 (14.26%) C#
20 77 (13.90%) .NET
21 75 (13.54%) Analytics
22 72 (13.00%) Java
22 72 (13.00%) Data Management
23 67 (12.09%) SQL Server 2008
24 66 (11.91%) Tableau
25 65 (11.73%) Degree
26 63 (11.37%) SDLC
27 62 (11.19%) Analytical Skills
27 62 (11.19%) Continuous Integration

ETL
Co-occurring IT Skills in the South East 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 43 (7.76%) BizTalk Server
2 25 (4.51%) Apache Spark
3 23 (4.15%) SAS
4 13 (2.35%) Apache Pig
4 13 (2.35%) SharePoint
5 7 (1.26%) Drupal
5 7 (1.26%) SharePoint Server
6 6 (1.08%) JBoss
7 5 (0.90%) Confluence
8 3 (0.54%) Exchange Server 2010
8 3 (0.54%) Exchange Server 2013
8 3 (0.54%) MS Exchange
8 3 (0.54%) Skype for Business
9 1 (0.18%) Apache
9 1 (0.18%) Elasticsearch
9 1 (0.18%) GeoServer
9 1 (0.18%) nginx
Applications
1 61 (11.01%) Microsoft Excel
2 34 (6.14%) Microsoft PowerPoint
3 32 (5.78%) Microsoft Office
4 6 (1.08%) MS Visio
5 5 (0.90%) Microsoft Project
6 2 (0.36%) Spreadsheet
Business Applications
1 13 (2.35%) BusinessWare
2 9 (1.62%) SAP ERP
2 9 (1.62%) SAP S/4HANA
3 6 (1.08%) Dynamics AX
4 4 (0.72%) Dynamics CRM
4 4 (0.72%) Salesforce.com CRM
5 3 (0.54%) Oracle ERP
6 2 (0.36%) Dynamics GP
6 2 (0.36%) Dynamics NAV
6 2 (0.36%) Oracle EBS
6 2 (0.36%) SAP CRM
7 1 (0.18%) Hyperion Planning
7 1 (0.18%) SAP Hybris
7 1 (0.18%) TRIRIGA
Cloud Services
1 45 (8.12%) Microsoft Azure
2 32 (5.78%) Amazon AWS
3 6 (1.08%) Force.com
4 5 (0.90%) Azure Data Factory
4 5 (0.90%) GitHub
5 4 (0.72%) Amazon EMR
5 4 (0.72%) Azure Machine Learning
5 4 (0.72%) IaaS
6 3 (0.54%) Office 365
7 2 (0.36%) Google Cloud Platform
7 2 (0.36%) PaaS
7 2 (0.36%) SaaS
8 1 (0.18%) Adobe Analytics
8 1 (0.18%) Cortana Intelligence Suite
8 1 (0.18%) npm
Communications & Networking
1 10 (1.81%) Internet
2 5 (0.90%) NAS
2 5 (0.90%) SAN
3 3 (0.54%) Firewall
3 3 (0.54%) LAN
3 3 (0.54%) Remote Desktop
3 3 (0.54%) Skype
3 3 (0.54%) VLAN
3 3 (0.54%) VPN
3 3 (0.54%) WAN
3 3 (0.54%) Wi-Fi
4 2 (0.36%) SMS
5 1 (0.18%) ASN.1
5 1 (0.18%) Extranet
5 1 (0.18%) Radio Access Network
Database & Business Intelligence
1 228 (41.16%) SQL Server
2 208 (37.55%) Data Warehouse
3 190 (34.30%) SQL Server Integration Services
4 110 (19.86%) SQL Server Reporting Services
5 89 (16.06%) BusinessObjects
6 82 (14.80%) SQL Server Analysis Services
7 67 (12.09%) SQL Server 2008
8 59 (10.65%) Hadoop
9 58 (10.47%) Relational Database
10 56 (10.11%) Big Data
11 55 (9.93%) Power BI
12 46 (8.30%) NoSQL
12 46 (8.30%) OLAP
13 44 (7.94%) SAP Data Services
14 43 (7.76%) QlikView
15 34 (6.14%) SQL Server 2012
16 32 (5.78%) DataStage
16 32 (5.78%) SQL Server 2016
17 26 (4.69%) SQL Server 2014
18 24 (4.33%) Star Schema
Development Applications
1 37 (6.68%) Visual Studio
2 32 (5.78%) JIRA
3 27 (4.87%) Talend Open Studio
4 23 (4.15%) SQL Server Management Studio (SSMS)
5 19 (3.43%) Team Foundation Server
6 13 (2.35%) Oracle Forms
7 12 (2.17%) Toad
8 10 (1.81%) Git (software)
9 9 (1.62%) eggPlant
9 9 (1.62%) HP UFT
9 9 (1.62%) JUnit
9 9 (1.62%) LoadRunner
9 9 (1.62%) LoadUI
9 9 (1.62%) Selenium
9 9 (1.62%) SoapUI
9 9 (1.62%) Subversion
9 9 (1.62%) TestNG
9 9 (1.62%) WebDriver
10 6 (1.08%) Jenkins
10 6 (1.08%) Maven
General
1 116 (20.94%) Finance
2 37 (6.68%) Retail
3 36 (6.50%) Banking
3 36 (6.50%) Legal
4 23 (4.15%) Marketing
5 15 (2.71%) Advertising
6 14 (2.53%) Manufacturing
7 13 (2.35%) Back Office
7 13 (2.35%) Publishing
7 13 (2.35%) Telecoms
8 12 (2.17%) Automotive
8 12 (2.17%) Electronics
9 9 (1.62%) Spanish Language
10 5 (0.90%) Games
11 4 (0.72%) Dutch Language
11 4 (0.72%) French Language
11 4 (0.72%) German Language
11 4 (0.72%) Italian Language
12 1 (0.18%) Investment Banking
Job Titles
1 280 (50.54%) Developer
2 92 (16.61%) Analyst
3 90 (16.25%) SQL Developer
4 78 (14.08%) Business Intelligence Developer
5 60 (10.83%) SSIS Developer
6 43 (7.76%) Senior Developer
7 38 (6.86%) Consultant
7 38 (6.86%) DBA
8 33 (5.96%) Data Analyst
9 31 (5.60%) BizTalk Developer
10 28 (5.05%) Architect
10 28 (5.05%) Business Developer
10 28 (5.05%) SQL DBA
11 27 (4.87%) .NET Developer
11 27 (4.87%) Data Warehouse Developer
11 27 (4.87%) SQL BI Developer
12 26 (4.69%) C# .NET Developer
12 26 (4.69%) C# Developer
13 25 (4.51%) Data Manager
14 24 (4.33%) SAP Developer
Libraries, Frameworks & Software Standards
1 77 (13.90%) .NET
2 42 (7.58%) HTML
3 41 (7.40%) ASP.NET
4 31 (5.60%) HTML5
5 23 (4.15%) Web Services
6 20 (3.61%) SOAP
7 18 (3.25%) XML
8 17 (3.07%) MDX
9 15 (2.71%) JSON
10 13 (2.35%) AngularJS
10 13 (2.35%) REST
11 12 (2.17%) Java EE
12 11 (1.99%) Spring
13 9 (1.62%) Oracle GoldenGate
14 8 (1.44%) J2EE
14 8 (1.44%) Kafka
14 8 (1.44%) WPF
15 7 (1.26%) Spring Boot
16 6 (1.08%) .NET Framework
17 5 (0.90%) CSS
Miscellaneous
1 62 (11.19%) Analytical Skills
2 39 (7.04%) Clustering
3 30 (5.42%) Computer Science
4 25 (4.51%) Management Information System
5 20 (3.61%) Data Structures
6 14 (2.53%) Greenfield Project
6 14 (2.53%) Virtual Team
7 13 (2.35%) Enterprise Software
8 9 (1.62%) Replication
9 8 (1.44%) SWIFT
10 6 (1.08%) Data Centre
10 6 (1.08%) Mainframe
11 4 (0.72%) PMI
11 4 (0.72%) Reinsurance
12 3 (0.54%) Internet of Things
13 2 (0.36%) Blog
13 2 (0.36%) Industrial Internet of Things
13 2 (0.36%) Linux Command Line
13 2 (0.36%) Wiki
14 1 (0.18%) Data Protection Act
Operating Systems
1 39 (7.04%) Windows
2 20 (3.61%) Unix
3 19 (3.43%) Linux
4 15 (2.71%) AIX
5 11 (1.99%) Windows Server
6 3 (0.54%) Windows 10
6 3 (0.54%) Windows 7
6 3 (0.54%) Windows 8
6 3 (0.54%) Windows Server 2008
7 1 (0.18%) CentOS
Processes & Methodologies
1 292 (52.71%) Business Intelligence
2 160 (28.88%) Agile Software Development
3 122 (22.02%) Data Modelling
4 106 (19.13%) Migration
5 89 (16.06%) Project Management
6 84 (15.16%) Data Migration
7 75 (13.54%) Analytics
8 72 (13.00%) Data Management
9 63 (11.37%) SDLC
10 62 (11.19%) Continuous Integration
10 62 (11.19%) Scrum
11 60 (10.83%) Data Analysis
12 59 (10.65%) Data Cleansing
13 57 (10.29%) Visualisation
14 52 (9.39%) TDD
15 44 (7.94%) Data Integration
16 42 (7.58%) ETL Development
17 40 (7.22%) Performance Tuning
18 39 (7.04%) Data Governance
19 38 (6.86%) Business Development
Programming Languages
1 340 (61.37%) SQL
2 152 (27.44%) T-SQL
3 79 (14.26%) C#
4 72 (13.00%) Java
5 53 (9.57%) PL/SQL
6 43 (7.76%) JavaScript
7 29 (5.23%) Python
8 20 (3.61%) PowerShell
9 17 (3.07%) ABAP
9 17 (3.07%) Shell Script
10 16 (2.89%) Bash Shell
11 13 (2.35%) R
12 11 (1.99%) Data Analysis Expressions (DAX)
12 11 (1.99%) Scala
13 8 (1.44%) PHP
14 6 (1.08%) C
15 5 (0.90%) C++
15 5 (0.90%) Perl
15 5 (0.90%) VBA
16 3 (0.54%) VB.NET
Qualifications
1 65 (11.73%) Degree
2 21 (3.79%) Computer Science Degree
3 15 (2.71%) Security Cleared
4 14 (2.53%) Microsoft Certification
5 11 (1.99%) MCSA
6 10 (1.81%) ISTQB
7 8 (1.44%) MCDBA
8 4 (0.72%) MBA
8 4 (0.72%) PMI Certification
9 3 (0.54%) MCP
9 3 (0.54%) MCSE
10 2 (0.36%) ISEB
10 2 (0.36%) SC Cleared
11 1 (0.18%) DBS Check
11 1 (0.18%) Master's Degree
Quality Assurance & Compliance
1 104 (18.77%) Data Quality
2 20 (3.61%) QA
3 10 (1.81%) SLA
4 6 (1.08%) GDPR
5 3 (0.54%) ISO/IEC 27001
6 1 (0.18%) COBIT
6 1 (0.18%) HL7
System Software
1 13 (2.35%) Apache Flume
2 5 (0.90%) Firmware
2 5 (0.90%) HDFS
3 4 (0.72%) Active Directory
3 4 (0.72%) Docker
3 4 (0.72%) VMware Infrastructure
4 3 (0.54%) Hyper-V
4 3 (0.54%) Terminal Services
4 3 (0.54%) Virtual Servers
5 1 (0.18%) KVM
Systems Management
1 12 (2.17%) Oozie
2 9 (1.62%) HP Quality Center
3 8 (1.44%) Microsoft Clustering
3 8 (1.44%) SCCM
3 8 (1.44%) SCOM
4 4 (0.72%) Nagios
5 3 (0.54%) Backup Exec
5 3 (0.54%) Norton AntiVirus
5 3 (0.54%) SQL Sentry
5 3 (0.54%) WSUS
6 1 (0.18%) Systems Management Server (SMS)
Vendors
1 176 (31.77%) Microsoft
2 141 (25.45%) Oracle
3 119 (21.48%) SAP
4 66 (11.91%) Tableau
5 42 (7.58%) Informatica
6 31 (5.60%) MicroStrategy
7 27 (4.87%) Talend
8 26 (4.69%) Cognos
9 24 (4.33%) Ab Initio
10 23 (4.15%) Hyperion
11 16 (2.89%) IBM
12 15 (2.71%) Cloudera
12 15 (2.71%) webMethods
13 13 (2.35%) ServiceNow
13 13 (2.35%) Vitria
14 11 (1.99%) RedGate
15 10 (1.81%) HP
15 10 (1.81%) Teradata
16 9 (1.62%) Sybase
17 8 (1.44%) Salesforce.com