Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Surrey
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 144 124 171
Rank change year-on-year -20 +47 -7
Permanent jobs citing ETL 95 129 128
As % of all permanent IT jobs advertised in Surrey 1.82% 2.28% 1.68%
As % of the Processes & Methodologies category 2.05% 2.57% 1.91%
Number of salaries quoted 89 86 119
Surrey median annual salary £50,000 £57,500 £46,500
Median salary % change year-on-year -13.04% +23.66% -7.00%
10th Percentile £35,000 £41,250 £41,250
90th Percentile £67,750 £65,000 £65,000
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 4,637 5,023 6,693
As % of all permanent IT jobs advertised in Surrey 88.78% 88.81% 87.98%
Number of salaries quoted 3,816 4,047 5,621
Surrey median annual salary £50,000 £47,500 £46,500
Median salary % change year-on-year +5.26% +2.15% +3.33%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £72,500 £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 14 August 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 14 August 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 +2 11 £54,500 +21.11% 1
Thames Ditton - 10 £37,500 -
Guildford +10 7 £22,500 -40.00% 2
Redhill +20 6 £40,000 -30.43% 1
Leatherhead - 6 £48,750 - 1
Woking +11 4 £45,000 -5.26%
Camberley - 4 £65,000 - 1
Epsom -6 2 £62,500 +31.58%
Weybridge -17 1 £67,500 +50.00%
Godalming -23 1 £27,500 -31.25%
Egham -23 1 £52,000 -13.33%
ETL
South East

For the 6 months to 14 August 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 68 (71.58%) Business Intelligence
2 61 (64.21%) SQL
3 50 (52.63%) SQL Server Integration Services
3 50 (52.63%) Data Warehouse
4 49 (51.58%) SQL Server
5 45 (47.37%) SQL Server Reporting Services
6 41 (43.16%) SQL Server Analysis Services
7 40 (42.11%) Microsoft
8 37 (38.95%) Analytics
9 36 (37.89%) T-SQL
10 35 (36.84%) Power BI
11 26 (27.37%) Microsoft Azure
12 25 (26.32%) Data Analytics
12 25 (26.32%) Agile Software Development
13 24 (25.26%) OLAP
13 24 (25.26%) Oracle
13 24 (25.26%) Talend
14 23 (24.21%) Advertising
15 22 (23.16%) C#
16 20 (21.05%) .NET
16 20 (21.05%) Finance
16 20 (21.05%) Amazon AWS
17 19 (20.00%) Hadoop
17 19 (20.00%) SAS
18 17 (17.89%) Data Modelling
18 17 (17.89%) PL/SQL
19 16 (16.84%) Big Data
20 15 (15.79%) Analytical Skills
20 15 (15.79%) OLTP
20 15 (15.79%) WPF

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 19 (20.00%) SAS
2 10 (10.53%) Apache Spark
3 6 (6.32%) SharePoint
4 4 (4.21%) Drupal
5 2 (2.11%) BizTalk Server
5 2 (2.11%) Oracle SOA Suite
5 2 (2.11%) SugarCRM
6 1 (1.05%) Apache
6 1 (1.05%) Apache Pig
6 1 (1.05%) IIS
Applications
1 7 (7.37%) Microsoft Excel
2 1 (1.05%) InfoPath
Business Applications
1 2 (2.11%) Cognos Business Intelligence
1 2 (2.11%) Dynamics CRM
1 2 (2.11%) Maximo
2 1 (1.05%) SAP S/4HANA
Cloud Services
1 26 (27.37%) Microsoft Azure
2 20 (21.05%) Amazon AWS
3 11 (11.58%) Amazon Kinesis
4 9 (9.47%) Amazon S3
5 5 (5.26%) Cloud Computing
6 2 (2.11%) Dynamics 365
6 2 (2.11%) Office 365
7 1 (1.05%) Google Cloud Platform
Database & Business Intelligence
1 50 (52.63%) Data Warehouse
1 50 (52.63%) SQL Server Integration Services
2 49 (51.58%) SQL Server
3 45 (47.37%) SQL Server Reporting Services
4 41 (43.16%) SQL Server Analysis Services
5 35 (36.84%) Power BI
6 24 (25.26%) OLAP
7 19 (20.00%) Hadoop
8 16 (16.84%) Big Data
9 15 (15.79%) OLTP
10 12 (12.63%) QlikView
11 11 (11.58%) Data Lake
12 6 (6.32%) Amazon Redshift
12 6 (6.32%) BusinessObjects
13 5 (5.26%) Crystal Reports
13 5 (5.26%) MySQL
13 5 (5.26%) OLAP Cube
13 5 (5.26%) Relational Database
13 5 (5.26%) SQL Server 2005
13 5 (5.26%) Star Schema
Development Applications
1 8 (8.42%) SQL Server Management Studio (SSMS)
2 6 (6.32%) Git (software)
2 6 (6.32%) Oracle Forms
2 6 (6.32%) Subversion
3 2 (2.11%) Visual Studio
4 1 (1.05%) Oracle APEX
4 1 (1.05%) Visual Studio Team System
General
1 23 (24.21%) Advertising
2 20 (21.05%) Finance
3 7 (7.37%) Banking
4 6 (6.32%) Telecoms
5 5 (5.26%) Retail
6 1 (1.05%) French Language
6 1 (1.05%) German Language
Job Titles
1 57 (60.00%) Developer
2 22 (23.16%) Business Intelligence Developer
3 17 (17.89%) SSRS Developer
4 10 (10.53%) SSIS Developer
5 9 (9.47%) Talend Developer
6 8 (8.42%) Senior Developer
7 7 (7.37%) T-SQL Developer
8 6 (6.32%) Architect
8 6 (6.32%) Author
8 6 (6.32%) Business Developer
8 6 (6.32%) Consultant
8 6 (6.32%) Data Architect
8 6 (6.32%) SQL Developer
8 6 (6.32%) Technical Author
9 5 (5.26%) Data Consultant
9 5 (5.26%) Graduate
9 5 (5.26%) QlikView Developer
9 5 (5.26%) SAS Developer
9 5 (5.26%) Senior Business Intelligence Developer
9 5 (5.26%) Senior Manager
Libraries, Frameworks & Software Standards
1 20 (21.05%) .NET
2 15 (15.79%) WPF
3 8 (8.42%) JSON
4 7 (7.37%) J2EE
5 5 (5.26%) AngularJS
6 4 (4.21%) Java EE
6 4 (4.21%) Spring
6 4 (4.21%) Spring Boot
6 4 (4.21%) Web Services
7 2 (2.11%) Kafka
7 2 (2.11%) Middleware
7 2 (2.11%) SOAP
7 2 (2.11%) TensorFlow
8 1 (1.05%) ASP.NET
8 1 (1.05%) jQuery
8 1 (1.05%) SAP PI
Miscellaneous
1 15 (15.79%) Analytical Skills
2 6 (6.32%) Greenfield Project
3 4 (4.21%) Management Information System
4 3 (3.16%) Fintech
5 1 (1.05%) Cloud Native
5 1 (1.05%) Computer Science
5 1 (1.05%) Data Centre
5 1 (1.05%) Replication
5 1 (1.05%) Self-Motivation
5 1 (1.05%) VSAM
Operating Systems
1 4 (4.21%) Linux
1 4 (4.21%) Unix
Processes & Methodologies
1 68 (71.58%) Business Intelligence
2 37 (38.95%) Analytics
3 25 (26.32%) Agile Software Development
3 25 (26.32%) Data Analytics
4 17 (17.89%) Data Modelling
5 14 (14.74%) Migration
5 14 (14.74%) Visualisation
6 12 (12.63%) Data Integration
6 12 (12.63%) ETL Development
7 10 (10.53%) Problem-Solving
8 9 (9.47%) Kimball Methodology
8 9 (9.47%) Visual Analytics
9 8 (8.42%) Translating Business Requirements
10 7 (7.37%) Continuous Integration
10 7 (7.37%) Dashboard Development
10 7 (7.37%) Data Visualisation
10 7 (7.37%) Mentoring
11 6 (6.32%) Data Architecture
11 6 (6.32%) Project Management
11 6 (6.32%) Statistical Analysis
Programming Languages
1 61 (64.21%) SQL
2 36 (37.89%) T-SQL
3 22 (23.16%) C#
4 17 (17.89%) PL/SQL
5 14 (14.74%) Java
6 11 (11.58%) Python
7 6 (6.32%) PHP
7 6 (6.32%) R
8 5 (5.26%) JavaScript
9 4 (4.21%) Data Analysis Expressions (DAX)
10 3 (3.16%) AWK
11 1 (1.05%) Kotlin
11 1 (1.05%) Perl
11 1 (1.05%) PowerShell
11 1 (1.05%) Ruby
11 1 (1.05%) Scala
11 1 (1.05%) TypeScript
11 1 (1.05%) VBA
Qualifications
1 4 (4.21%) MCSE
1 4 (4.21%) Microsoft Certification
2 3 (3.16%) TOGAF Certification
3 2 (2.11%) Degree
4 1 (1.05%) Master's Degree
4 1 (1.05%) MBA
4 1 (1.05%) Security Cleared
Quality Assurance & Compliance
1 3 (3.16%) Data Quality
2 2 (2.11%) SLA
System Software
1 4 (4.21%) HDFS
2 2 (2.11%) Active Directory
2 2 (2.11%) Virtual Machines
Systems Management
1 6 (6.32%) Hadoop YARN
2 2 (2.11%) Systems Management Server (SMS)
3 1 (1.05%) Oozie
Vendors
1 40 (42.11%) Microsoft
2 24 (25.26%) Oracle
2 24 (25.26%) Talend
3 7 (7.37%) Tableau
4 5 (5.26%) MapR
4 5 (5.26%) SAP
5 4 (4.21%) Cognos
6 3 (3.16%) Alteryx
6 3 (3.16%) Cloudera
6 3 (3.16%) Hortonworks
7 2 (2.11%) IBM
7 2 (2.11%) TARGIT
8 1 (1.05%) Google
8 1 (1.05%) Informatica
8 1 (1.05%) Nintex