Period
to 27 July 2021

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 27 July 2021 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > South East
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 190 134 173
Rank change year-on-year -56 +39 +9
Permanent jobs citing ETL 287 288 498
As % of all permanent jobs advertised in the South East 1.76% 2.37% 1.87%
As % of the Processes & Methodologies category 1.89% 2.59% 2.05%
Number of salaries quoted 222 207 397
10th Percentile £34,716 £27,500 £32,500
25th Percentile £41,063 £37,875 £41,250
Median annual salary (50th Percentile) £55,000 £52,500 £51,000
Median % change year-on-year +4.76% +2.94% +2.00%
75th Percentile £72,500 £71,875 £67,000
90th Percentile £83,375 £82,500 £75,000
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +4.76%

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 15,191 11,101 24,325
As % of all permanent IT jobs advertised in the South East 93.04% 91.51% 91.57%
Number of salaries quoted 10,774 9,118 19,868
10th Percentile £32,500 £31,250 £28,250
25th Percentile £40,500 £38,750 £36,250
Median annual salary (50th Percentile) £52,000 £50,000 £50,000
Median % change year-on-year +4.00% - +5.26%
75th Percentile £65,806 £65,000 £62,500
90th Percentile £78,750 £76,250 £75,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

ETL
Job Vacancy Trend in the South East

Job postings citing ETL as a proportion 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

3-month moving average salary quoted in jobs citing ETL in the South East.

Salary trend for ETL in the South East

ETL
Salary Histogram in the South East

Salary distribution for jobs citing ETL in the South East over the 6 months to 27 July 2021.

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 27 July 2021. 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 -46 93 £62,500 -10.71% 38
Berkshire -39 68 £67,500 -3.57% 16
Hampshire -72 65 £46,250 +2.78% 9
West Sussex +12 37 £65,000 -13.33% 3
East Sussex -10 34 £67,500 +221.43% 4
Surrey -25 30 £55,500 +2.30% 6
Kent -34 25 £42,500 +13.33% 5
Oxfordshire -14 13 £55,000 +10.00% 4
Buckinghamshire -21 13 £50,000 -28.57% 18
Middlesex - 3 £52,500 -
Sussex - 1 £35,000 -
Home Counties - 1 £40,000 -
ETL
England

For the 6 months to 27 July 2021, IT jobs citing ETL 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 South East region with a requirement for ETL.

1 188 (65.51%) SQL
2 110 (38.33%) Business Intelligence
2 110 (38.33%) Azure
3 96 (33.45%) Social Skills
4 82 (28.57%) Power Platform
5 79 (27.53%) SQL Server
6 78 (27.18%) Data Warehouse
7 76 (26.48%) Power BI
8 73 (25.44%) Microsoft
9 72 (25.09%) Agile Software Development
10 71 (24.74%) Oracle
11 67 (23.34%) AWS
12 66 (23.00%) Analytics
13 64 (22.30%) Problem-Solving
14 63 (21.95%) SQL Server Integration Services
15 62 (21.60%) Software Engineering
15 62 (21.60%) Python
15 62 (21.60%) Data Modelling
16 58 (20.21%) Big Data
17 57 (19.86%) .NET
18 55 (19.16%) Analytical Skills
19 53 (18.47%) C#
20 52 (18.12%) Data Lake
21 49 (17.07%) Artificial Intelligence
22 47 (16.38%) SQL Server Reporting Services
23 44 (15.33%) DevOps
23 44 (15.33%) GCP
24 43 (14.98%) Visualisation
24 43 (14.98%) Data Management
24 43 (14.98%) T-SQL

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 26 (9.06%) WebLogic
2 21 (7.32%) Oracle Service Bus
3 14 (4.88%) Apache Spark
4 9 (3.14%) SharePoint
5 8 (2.79%) Apache
6 7 (2.44%) SAS
7 5 (1.74%) GlassFish
7 5 (1.74%) JBoss
7 5 (1.74%) Tomcat
8 3 (1.05%) Liferay
8 3 (1.05%) NServiceBus
9 1 (0.35%) ArcGIS
9 1 (0.35%) Elasticsearch
9 1 (0.35%) SharePoint 2010
Applications
1 25 (8.71%) Microsoft Excel
2 7 (2.44%) Chatbot
3 3 (1.05%) Microsoft Office
4 2 (0.70%) Spreadsheet
5 1 (0.35%) Microsoft PowerPoint
5 1 (0.35%) Microsoft Project
5 1 (0.35%) MS Visio
Business Applications
1 9 (3.14%) Oracle EBS
2 8 (2.79%) Dynamics CRM
3 5 (1.74%) SAP S/4HANA
4 4 (1.39%) OPENHousing
5 3 (1.05%) Adobe Campaign
6 2 (0.70%) Dynamics AX
6 2 (0.70%) Dynamics NAV
7 1 (0.35%) Infor M3
7 1 (0.35%) NetSuite
7 1 (0.35%) Remedy ITSM
7 1 (0.35%) SAP BPC
7 1 (0.35%) SAP Business One
7 1 (0.35%) Scribe Insight
Cloud Services
1 110 (38.33%) Azure
2 82 (28.57%) Power Platform
3 67 (23.34%) AWS
4 44 (15.33%) GCP
5 17 (5.92%) Azure Data Factory
6 14 (4.88%) PaaS
7 13 (4.53%) Snowflake
8 11 (3.83%) Dynamics 365
9 9 (3.14%) Azure Synapse Analytics
9 9 (3.14%) SaaS
10 8 (2.79%) Azure Logic Apps
10 8 (2.79%) Microsoft 365
11 7 (2.44%) AWS CloudFormation
11 7 (2.44%) Azure Stack
12 6 (2.09%) IaaS
12 6 (2.09%) PowerApps
13 5 (1.74%) Amazon S3
13 5 (1.74%) Serverless
14 4 (1.39%) Amazon Kinesis
15 3 (1.05%) Amazon SQS
Communications & Networking
1 10 (3.48%) Internet
2 3 (1.05%) Extranet
2 3 (1.05%) FTP
3 2 (0.70%) VPN
4 1 (0.35%) HTTP
4 1 (0.35%) HTTPS
4 1 (0.35%) LAN
Database & Business Intelligence
1 79 (27.53%) SQL Server
2 78 (27.18%) Data Warehouse
3 76 (26.48%) Power BI
4 63 (21.95%) SQL Server Integration Services
5 58 (20.21%) Big Data
6 52 (18.12%) Data Lake
7 47 (16.38%) SQL Server Reporting Services
8 39 (13.59%) Relational Database
9 35 (12.20%) Oracle Database
10 23 (8.01%) Tableau
11 21 (7.32%) Oracle Database 10g
12 20 (6.97%) MySQL
12 20 (6.97%) OLAP
12 20 (6.97%) SQL Server Analysis Services
13 18 (6.27%) GIS
14 17 (5.92%) Hadoop
15 13 (4.53%) Oracle Reports
15 13 (4.53%) RDBMS
16 12 (4.18%) Oracle ODI
17 11 (3.83%) Oracle BI EE
Development Applications
1 21 (7.32%) Toad
2 5 (1.74%) ERwin
3 4 (1.39%) Git (software)
3 4 (1.39%) JIRA
3 4 (1.39%) Oracle APEX
3 4 (1.39%) SQL Server Management Studio (SSMS)
3 4 (1.39%) Visual Studio
4 3 (1.05%) Bitbucket
5 1 (0.35%) Atlassian Bamboo
5 1 (0.35%) HP UFT
5 1 (0.35%) Jenkins
5 1 (0.35%) JMeter
5 1 (0.35%) Mercurial
5 1 (0.35%) Postman
5 1 (0.35%) SoapUI
5 1 (0.35%) Subversion
5 1 (0.35%) Team Foundation Server
5 1 (0.35%) TeamCity
5 1 (0.35%) TestRail
5 1 (0.35%) Tricentis qTest
General
1 96 (33.45%) Social Skills
2 55 (19.16%) Analytical Skills
3 35 (12.20%) Finance
4 21 (7.32%) Police
5 18 (6.27%) Marketing
6 14 (4.88%) Manufacturing
7 8 (2.79%) Back Office
8 7 (2.44%) Documentation Skills
9 6 (2.09%) Legal
10 5 (1.74%) Public Sector
11 4 (1.39%) Automotive
11 4 (1.39%) Banking
11 4 (1.39%) Law
11 4 (1.39%) Pharmaceutical
11 4 (1.39%) Presentation Skills
11 4 (1.39%) Retail
12 3 (1.05%) Organisational Skills
13 2 (0.70%) Inclusion and Diversity
13 2 (0.70%) Influencing Skills
14 1 (0.35%) Billing
Job Titles
1 84 (29.27%) Developer
2 41 (14.29%) Analyst
3 40 (13.94%) Architect
4 37 (12.89%) Data Engineer
5 32 (11.15%) Software Engineer
6 26 (9.06%) Business Intelligence Developer
7 21 (7.32%) Data Architect
7 21 (7.32%) Senior Developer
7 21 (7.32%) Senior Software Engineer
8 19 (6.62%) Data Analyst
9 18 (6.27%) C# Developer
9 18 (6.27%) SQL Developer
10 14 (4.88%) SQL Analyst
11 13 (4.53%) Business Intelligence Analyst
12 12 (4.18%) DBA
13 11 (3.83%) Data Manager
14 10 (3.48%) SQL Data Analyst
15 9 (3.14%) Azure Engineer
15 9 (3.14%) Consultant
15 9 (3.14%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 57 (19.86%) .NET
2 19 (6.62%) HTML
3 17 (5.92%) Node.js
4 15 (5.23%) .NET Core
5 12 (4.18%) HTML5
5 12 (4.18%) REST
6 10 (3.48%) Kafka
7 9 (3.14%) XML
8 8 (2.79%) Knex.js
8 8 (2.79%) Middleware
8 8 (2.79%) Web Services
9 6 (2.09%) LDAP
9 6 (2.09%) PostGIS
9 6 (2.09%) Velocity
10 5 (1.74%) ASP.NET
10 5 (1.74%) CSS
11 4 (1.39%) JSON
11 4 (1.39%) Oracle GoldenGate
11 4 (1.39%) RESTful
12 3 (1.05%) React
Miscellaneous
1 19 (6.62%) Cloud Native
2 17 (5.92%) Data Structures
2 17 (5.92%) User Experience
3 13 (4.53%) Self-Motivation
4 11 (3.83%) Hybrid Cloud
5 8 (2.79%) Management Information System
6 7 (2.44%) Mobile App
7 6 (2.09%) Client/Server
7 6 (2.09%) Enterprise Software
7 6 (2.09%) Greenfield Project
7 6 (2.09%) Legacy Systems
8 4 (1.39%) Legacy Applications
9 3 (1.05%) Acoustics
9 3 (1.05%) Cybercrime
9 3 (1.05%) Linux Command Line
10 2 (0.70%) Housing Association
11 1 (0.35%) Data Centre
11 1 (0.35%) Public Cloud
11 1 (0.35%) Reinsurance
11 1 (0.35%) Virtual Team
Operating Systems
1 26 (9.06%) Unix
2 22 (7.67%) Solaris
3 16 (5.57%) Linux
4 10 (3.48%) Windows
5 2 (0.70%) Amazon Linux
5 2 (0.70%) CentOS
5 2 (0.70%) SUSE
6 1 (0.35%) AIX
Processes & Methodologies
1 110 (38.33%) Business Intelligence
2 72 (25.09%) Agile Software Development
3 66 (23.00%) Analytics
4 64 (22.30%) Problem-Solving
5 62 (21.60%) Data Modelling
5 62 (21.60%) Software Engineering
6 49 (17.07%) Artificial Intelligence
7 44 (15.33%) DevOps
8 43 (14.98%) Data Management
8 43 (14.98%) Visualisation
9 39 (13.59%) Performance Tuning
10 38 (13.24%) Machine Learning
10 38 (13.24%) Migration
11 34 (11.85%) Data Architecture
12 33 (11.50%) Data Ingestion
13 25 (8.71%) Data Engineering
14 24 (8.36%) Data Integration
14 24 (8.36%) Data Visualisation
15 22 (7.67%) CRM
15 22 (7.67%) SDLC
Programming Languages
1 188 (65.51%) SQL
2 62 (21.60%) Python
3 53 (18.47%) C#
4 43 (14.98%) T-SQL
5 37 (12.89%) PL/SQL
6 29 (10.10%) Java
7 22 (7.67%) Shell Script
8 17 (5.92%) JavaScript
9 11 (3.83%) R
10 10 (3.48%) C
11 9 (3.14%) Data Analysis Expressions (DAX)
11 9 (3.14%) PowerShell
11 9 (3.14%) Scala
12 6 (2.09%) Go
13 5 (1.74%) VBA
14 4 (1.39%) Bash Shell
14 4 (1.39%) MATLAB
14 4 (1.39%) VB
15 3 (1.05%) ES6
15 3 (1.05%) PHP
Qualifications
1 42 (14.63%) Security Cleared
2 25 (8.71%) Degree
3 20 (6.97%) SC Cleared
4 15 (5.23%) Computer Science Degree
5 8 (2.79%) Master's Degree
6 7 (2.44%) ISEB
6 7 (2.44%) ISTQB Foundation Certification
6 7 (2.44%) TOGAF Certification
7 6 (2.09%) ISTQB
8 3 (1.05%) Microsoft Certification
9 2 (0.70%) AWS Certification
9 2 (0.70%) DV Cleared
10 1 (0.35%) DBS Check
Quality Assurance & Compliance
1 20 (6.97%) Data Quality
2 16 (5.57%) QA
3 6 (2.09%) GDPR
4 2 (0.70%) SLA
5 1 (0.35%) ISO/IEC 27001
5 1 (0.35%) NCSC
System Software
1 33 (11.50%) Docker
2 11 (3.83%) Active Directory
3 4 (1.39%) Oracle RAC
4 3 (1.05%) Virtual Machines
5 2 (0.70%) Virtual Servers
Systems Management
1 34 (11.85%) Kubernetes
2 7 (2.44%) Terraform
3 6 (2.09%) HP ALM
4 4 (1.39%) Data Guard
4 4 (1.39%) Oracle RMAN
5 2 (0.70%) Single Sign-On
6 1 (0.35%) Control-M
Vendors
1 73 (25.44%) Microsoft
2 71 (24.74%) Oracle
3 29 (10.10%) Informatica
4 15 (5.23%) Databricks
5 13 (4.53%) Salesforce.com
6 7 (2.44%) Cognos
7 6 (2.09%) Adobe
7 6 (2.09%) HP
7 6 (2.09%) SAP
7 6 (2.09%) Sitecore
8 5 (1.74%) Google
8 5 (1.74%) Palantir
8 5 (1.74%) Talend
9 4 (1.39%) Capita
9 4 (1.39%) Castleton
9 4 (1.39%) Civica
9 4 (1.39%) Sage
10 3 (1.05%) Alteryx
10 3 (1.05%) BiZZdesign
10 3 (1.05%) TIBCO