Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Surrey
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 177 106 139
Rank change year-on-year -71 +33 +18
Permanent jobs citing ETL 61 182 152
As % of all permanent IT jobs advertised in Surrey 1.21% 3.05% 2.23%
As % of the Processes & Methodologies category 1.35% 3.36% 2.54%
Number of salaries quoted 54 133 134
Surrey median annual salary £50,000 £55,000 £51,250
Median salary % change year-on-year -9.09% +7.32% +4.59%
10th Percentile £32,900 £41,250 £41,250
90th Percentile £71,750 £63,750 £82,500
South East median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 4,508 5,409 5,981
As % of all permanent IT jobs advertised in Surrey 89.48% 90.76% 87.57%
Number of salaries quoted 3,760 4,358 5,005
Surrey median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £29,000 £28,500
90th Percentile £73,750 £68,750 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

ETL
Job Vacancy Trend in Surrey

Job postings citing ETL as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for ETL in Surrey

ETL
Salary Trend in Surrey

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

Salary trend for ETL in Surrey

ETL
Salary Histogram in Surrey

The salary distribution of IT jobs citing ETL in Surrey over the 6 months to 23 October 2018.

Salary histogram for ETL in Surrey

ETL
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Surrey region over the 6 months to 23 October 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
Reigate -6 7 £57,500 +1.32% 3
Redhill +12 5 £45,000 -10.00% 1
Camberley - 4 £65,000 -
Leatherhead +3 3 £28,500 -48.18% 1
Egham -25 3 £52,000 -13.33% 1
Chertsey - 3 £34,000 - 1
Epsom -5 2 £62,500 +25.00%
Guildford - 2 £41,500 - 1
Thames Ditton - 2 £37,500 -
Staines +11 1 £70,000 +27.27%
Godalming -9 1 £50,000 +25.00%
ETL
South East

For the 6 months to 23 October 2018, 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 Surrey region with a requirement for ETL.

1 45 (73.77%) Business Intelligence
2 35 (57.38%) Data Warehouse
2 35 (57.38%) SQL
3 28 (45.90%) SQL Server
4 27 (44.26%) SQL Server Integration Services
5 26 (42.62%) Analytics
6 24 (39.34%) SQL Server Reporting Services
7 19 (31.15%) Agile Software Development
7 19 (31.15%) Finance
8 18 (29.51%) Microsoft
9 17 (27.87%) Oracle
9 17 (27.87%) Data Analytics
9 17 (27.87%) Power BI
10 16 (26.23%) Hadoop
11 15 (24.59%) Amazon AWS
11 15 (24.59%) SQL Server Analysis Services
11 15 (24.59%) Talend
12 14 (22.95%) Java
13 12 (19.67%) SAS
13 12 (19.67%) Big Data
13 12 (19.67%) Microsoft Azure
13 12 (19.67%) Analytical Skills
14 11 (18.03%) Visualisation
14 11 (18.03%) Data Modelling
14 11 (18.03%) PL/SQL
15 10 (16.39%) OLAP
15 10 (16.39%) T-SQL
15 10 (16.39%) Migration
15 10 (16.39%) Data Integration
15 10 (16.39%) ETL Development

ETL
Co-occurring IT Skills in Surrey 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 12 (19.67%) SAS
2 9 (14.75%) Apache Spark
3 2 (3.28%) SharePoint
4 1 (1.64%) Apache
4 1 (1.64%) Drupal
4 1 (1.64%) IIS
4 1 (1.64%) Oracle SOA Suite
4 1 (1.64%) SugarCRM
Applications
1 8 (13.11%) Microsoft Excel
2 1 (1.64%) InfoPath
2 1 (1.64%) Microsoft Office
Business Applications
1 2 (3.28%) Cognos Business Intelligence
1 2 (3.28%) Dynamics CRM
1 2 (3.28%) Maximo
Cloud Services
1 15 (24.59%) Amazon AWS
2 12 (19.67%) Microsoft Azure
3 8 (13.11%) Amazon Kinesis
4 7 (11.48%) Amazon S3
5 3 (4.92%) Cloud Computing
6 2 (3.28%) Dynamics 365
6 2 (3.28%) Office 365
7 1 (1.64%) Google Cloud Platform
Communications & Networking
1 1 (1.64%) Broadband
Database & Business Intelligence
1 35 (57.38%) Data Warehouse
2 28 (45.90%) SQL Server
3 27 (44.26%) SQL Server Integration Services
4 24 (39.34%) SQL Server Reporting Services
5 17 (27.87%) Power BI
6 16 (26.23%) Hadoop
7 15 (24.59%) SQL Server Analysis Services
8 12 (19.67%) Big Data
9 10 (16.39%) OLAP
10 9 (14.75%) Data Lake
11 8 (13.11%) MySQL
12 6 (9.84%) Relational Database
13 5 (8.20%) OLAP Cube
13 5 (8.20%) QlikView
14 4 (6.56%) Amazon Redshift
14 4 (6.56%) Oracle OLAP
14 4 (6.56%) RDBMS
14 4 (6.56%) Yellowfin
15 3 (4.92%) HBase
15 3 (4.92%) SAS Visual Analytics
Development Applications
1 3 (4.92%) Git (software)
1 3 (4.92%) Oracle Forms
1 3 (4.92%) Subversion
2 2 (3.28%) Visual Studio
3 1 (1.64%) Oracle APEX
3 1 (1.64%) Visual Studio Team System
General
1 19 (31.15%) Finance
2 9 (14.75%) Telecoms
3 7 (11.48%) Banking
4 5 (8.20%) Advertising
4 5 (8.20%) Retail
5 1 (1.64%) French Language
5 1 (1.64%) German Language
5 1 (1.64%) Manufacturing
Job Titles
1 36 (59.02%) Developer
2 18 (29.51%) Business Intelligence Developer
3 7 (11.48%) Author
3 7 (11.48%) Technical Author
4 6 (9.84%) Business Developer
4 6 (9.84%) SSIS Developer
5 5 (8.20%) SAS Developer
5 5 (8.20%) SQL Developer
5 5 (8.20%) SSRS Developer
6 4 (6.56%) Architect
6 4 (6.56%) Data Architect
6 4 (6.56%) Data Warehouse Developer
6 4 (6.56%) Talend Developer
7 3 (4.92%) Analyst
7 3 (4.92%) Junior
7 3 (4.92%) Junior Business Intelligence Developer
7 3 (4.92%) Junior Developer
7 3 (4.92%) SQL BI Developer
7 3 (4.92%) SSAS Developer
7 3 (4.92%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 7 (11.48%) .NET
1 7 (11.48%) JSON
2 6 (9.84%) J2EE
3 5 (8.20%) Web Services
4 2 (3.28%) AngularJS
4 2 (3.28%) SOAP
4 2 (3.28%) WPF
5 1 (1.64%) ASP.NET
5 1 (1.64%) Java EE
5 1 (1.64%) jQuery
5 1 (1.64%) Kafka
5 1 (1.64%) REST
5 1 (1.64%) Spring
5 1 (1.64%) Spring Boot
5 1 (1.64%) XML
5 1 (1.64%) XSLT
Miscellaneous
1 12 (19.67%) Analytical Skills
2 5 (8.20%) Management Information System
3 4 (6.56%) Fintech
4 2 (3.28%) Self-Motivation
5 1 (1.64%) Cloud Native
5 1 (1.64%) Computer Science
5 1 (1.64%) Data Centre
5 1 (1.64%) Greenfield Project
5 1 (1.64%) Replication
5 1 (1.64%) VSAM
Operating Systems
1 3 (4.92%) Linux
1 3 (4.92%) Unix
Processes & Methodologies
1 45 (73.77%) Business Intelligence
2 26 (42.62%) Analytics
3 19 (31.15%) Agile Software Development
4 17 (27.87%) Data Analytics
5 11 (18.03%) Data Modelling
5 11 (18.03%) Visualisation
6 10 (16.39%) Data Integration
6 10 (16.39%) ETL Development
6 10 (16.39%) Migration
7 8 (13.11%) Stakeholder Management
8 7 (11.48%) Statistical Analysis
9 6 (9.84%) Visual Analytics
10 5 (8.20%) Customer Requirements
10 5 (8.20%) Dashboard Development
10 5 (8.20%) Data Science
10 5 (8.20%) Machine Learning
10 5 (8.20%) Problem-Solving
10 5 (8.20%) Project Management
11 4 (6.56%) Business Analytics
11 4 (6.56%) Data Visualisation
Programming Languages
1 35 (57.38%) SQL
2 14 (22.95%) Java
3 11 (18.03%) PL/SQL
4 10 (16.39%) T-SQL
5 7 (11.48%) C#
6 6 (9.84%) Python
7 4 (6.56%) JavaScript
8 2 (3.28%) AWK
9 1 (1.64%) Data Analysis Expressions (DAX)
9 1 (1.64%) Kotlin
9 1 (1.64%) Perl
9 1 (1.64%) PHP
9 1 (1.64%) Ruby
9 1 (1.64%) Scala
9 1 (1.64%) TypeScript
Qualifications
1 2 (3.28%) Degree
2 1 (1.64%) Master's Degree
2 1 (1.64%) MBA
2 1 (1.64%) Security Cleared
2 1 (1.64%) TOGAF Certification
Quality Assurance & Compliance
1 4 (6.56%) Data Quality
2 2 (3.28%) QA
3 1 (1.64%) SLA
System Software
1 3 (4.92%) HDFS
2 2 (3.28%) Active Directory
2 2 (3.28%) Virtual Machines
Systems Management
1 4 (6.56%) Hadoop YARN
Vendors
1 18 (29.51%) Microsoft
2 17 (27.87%) Oracle
3 15 (24.59%) Talend
4 6 (9.84%) Tableau
5 4 (6.56%) Cognos
6 3 (4.92%) Logi
6 3 (4.92%) SAP
7 2 (3.28%) Alteryx
7 2 (3.28%) MapR
7 2 (3.28%) TARGIT
8 1 (1.64%) Cloudera
8 1 (1.64%) Google
8 1 (1.64%) Hortonworks
8 1 (1.64%) Informatica
8 1 (1.64%) Nintex