Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Surrey
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 107 131 165
Rank change year-on-year +24 +34 -14
Permanent jobs citing ETL 170 149 157
As % of all permanent IT jobs advertised in Surrey 2.74% 2.22% 1.82%
As % of the Processes & Methodologies category 3.08% 2.59% 2.09%
Number of salaries quoted 126 129 114
Surrey median annual salary £55,000 £55,000 £48,500
Median salary % change year-on-year - +13.40% -19.17%
10th Percentile £41,250 £41,250 £36,400
90th Percentile £63,750 £83,900 £62,500
South East median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 5516 5747 7507
As % of all permanent IT jobs advertised in Surrey 88.92% 85.66% 87.07%
Number of salaries quoted 4459 4810 6526
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,500 £26,250
90th Percentile £68,750 £70,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

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 17 November 2017.

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 17 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
Egham +10 81 £60,000 -11.11%
Woking +25 12 £49,375 -1.25%
Reigate -26 12 £56,750 -8.47% 1
Redhill -7 9 £50,000 -23.08%
Epsom +9 8 £50,000 +19.05%
Addlestone - 6 £42,500 -
Leatherhead - 3 £55,000 -
Staines -2 2 £55,000 -8.33%
Horley +5 1 £65,000 -18.75%
Weybridge +3 1 £45,000 -24.37%
Godalming -16 1 £40,000 -63.64%
Farnham - 1 £42,500 -
ETL
South East

For the 6 months to 17 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 Surrey region with a requirement for ETL.

1 115 (67.65%) SQL
2 88 (51.76%) SQL Server
3 80 (47.06%) SQL Server Integration Services
4 74 (43.53%) T-SQL
5 66 (38.82%) Business Intelligence
6 65 (38.24%) Data Warehouse
7 64 (37.65%) Microsoft
8 58 (34.12%) Agile Software Development
9 56 (32.94%) SAP
10 51 (30.00%) Oracle
11 46 (27.06%) SQL Server 2008
12 43 (25.29%) .NET
12 43 (25.29%) Project Management
13 39 (22.94%) Migration
13 39 (22.94%) Clustering
14 38 (22.35%) Continuous Integration
15 36 (21.18%) Business Development
15 36 (21.18%) Data Migration
15 36 (21.18%) Data Cleansing
15 36 (21.18%) Business Transformation
15 36 (21.18%) Legal
15 36 (21.18%) Risk Management
15 36 (21.18%) Risk Identification and Mitigation
15 36 (21.18%) Coaching
16 34 (20.00%) BizTalk Server
16 34 (20.00%) Visual Studio
17 33 (19.41%) C#
18 32 (18.82%) JavaScript
18 32 (18.82%) ASP.NET
18 32 (18.82%) SQL Server Analysis Services

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 34 (20.00%) BizTalk Server
2 14 (8.24%) SAS
3 7 (4.12%) Drupal
4 3 (1.76%) Exchange Server 2010
4 3 (1.76%) Exchange Server 2013
4 3 (1.76%) MS Exchange
4 3 (1.76%) Skype for Business
5 2 (1.18%) Apache
5 2 (1.18%) Apache Pig
5 2 (1.18%) Apache Spark
5 2 (1.18%) nginx
6 1 (0.59%) Elasticsearch
Applications
1 10 (5.88%) Microsoft Excel
Business Applications
1 3 (1.76%) Dynamics CRM
Cloud Services
1 13 (7.65%) Amazon AWS
2 12 (7.06%) Microsoft Azure
3 5 (2.94%) Azure Data Factory
4 4 (2.35%) Azure Machine Learning
5 3 (1.76%) Office 365
6 1 (0.59%) GitHub
Communications & Networking
1 6 (3.53%) Internet
2 5 (2.94%) NAS
2 5 (2.94%) SAN
3 3 (1.76%) Firewall
3 3 (1.76%) LAN
3 3 (1.76%) Remote Desktop
3 3 (1.76%) Skype
3 3 (1.76%) VLAN
3 3 (1.76%) VPN
3 3 (1.76%) WAN
3 3 (1.76%) Wi-Fi
Database & Business Intelligence
1 88 (51.76%) SQL Server
2 80 (47.06%) SQL Server Integration Services
3 65 (38.24%) Data Warehouse
4 46 (27.06%) SQL Server 2008
5 32 (18.82%) SQL Server Analysis Services
6 30 (17.65%) SQL Server Reporting Services
7 28 (16.47%) BusinessObjects
8 20 (11.76%) DataStage
8 20 (11.76%) SAP Data Services
9 19 (11.18%) SQL Server 2016
10 18 (10.59%) Power BI
11 15 (8.82%) NoSQL
11 15 (8.82%) OLAP
12 14 (8.24%) Relational Database
13 13 (7.65%) BODI
13 13 (7.65%) Oracle BI EE
14 12 (7.06%) QlikView
15 11 (6.47%) SQL Server 2012
16 8 (4.71%) SQL Server 2005
17 7 (4.12%) WhereScape RED
Development Applications
1 34 (20.00%) Visual Studio
2 19 (11.18%) JIRA
3 14 (8.24%) Talend Open Studio
4 13 (7.65%) Team Foundation Server
5 8 (4.71%) Oracle Forms
5 8 (4.71%) SQL Server Management Studio (SSMS)
6 7 (4.12%) Git (software)
6 7 (4.12%) Subversion
General
1 36 (21.18%) Legal
2 16 (9.41%) Finance
3 8 (4.71%) Back Office
4 6 (3.53%) Retail
5 5 (2.94%) Electronics
5 5 (2.94%) Telecoms
6 4 (2.35%) Automotive
7 3 (1.76%) Advertising
7 3 (1.76%) Manufacturing
7 3 (1.76%) Marketing
Job Titles
1 94 (55.29%) Developer
2 44 (25.88%) SSIS Developer
3 34 (20.00%) SQL Developer
4 31 (18.24%) BizTalk Developer
5 24 (14.12%) .NET Developer
5 24 (14.12%) C# .NET Developer
5 24 (14.12%) C# Developer
5 24 (14.12%) DBA
6 20 (11.76%) Data Manager
6 20 (11.76%) SAP Data Manager
6 20 (11.76%) SAP Manager
6 20 (11.76%) SQL DBA
7 18 (10.59%) Consultant
8 16 (9.41%) Business Intelligence Developer
8 16 (9.41%) SAP Consultant
9 15 (8.82%) Data Migration Lead
9 15 (8.82%) Data Migration Manager
9 15 (8.82%) Oracle Developer
9 15 (8.82%) SAP Data Migration Lead
9 15 (8.82%) SAP Data Migration Manager
Libraries, Frameworks & Software Standards
1 43 (25.29%) .NET
2 32 (18.82%) ASP.NET
3 31 (18.24%) HTML
3 31 (18.24%) HTML5
4 8 (4.71%) AngularJS
5 7 (4.12%) Java EE
5 7 (4.12%) Spring
5 7 (4.12%) Spring Boot
6 6 (3.53%) J2EE
7 5 (2.94%) MDX
8 4 (2.35%) JSON
8 4 (2.35%) REST
9 3 (1.76%) .NET Framework
9 3 (1.76%) Entity Framework
9 3 (1.76%) Web Services
10 2 (1.18%) LAMP
10 2 (1.18%) LEMP Stack
10 2 (1.18%) Oracle GoldenGate
11 1 (0.59%) Symfony
11 1 (0.59%) Yii
Miscellaneous
1 39 (22.94%) Clustering
2 8 (4.71%) Enterprise Software
3 5 (2.94%) Analytical Skills
3 5 (2.94%) Replication
4 3 (1.76%) Computer Science
5 1 (0.59%) Greenfield Project
5 1 (0.59%) Management Information System
Operating Systems
1 13 (7.65%) Linux
2 11 (6.47%) Windows
3 7 (4.12%) Unix
4 3 (1.76%) Windows 10
4 3 (1.76%) Windows 7
4 3 (1.76%) Windows 8
4 3 (1.76%) Windows Server
4 3 (1.76%) Windows Server 2008
5 2 (1.18%) CentOS
Processes & Methodologies
1 66 (38.82%) Business Intelligence
2 58 (34.12%) Agile Software Development
3 43 (25.29%) Project Management
4 39 (22.94%) Migration
5 38 (22.35%) Continuous Integration
6 36 (21.18%) Business Development
6 36 (21.18%) Business Transformation
6 36 (21.18%) Coaching
6 36 (21.18%) Data Cleansing
6 36 (21.18%) Data Migration
6 36 (21.18%) Risk Identification and Mitigation
6 36 (21.18%) Risk Management
7 32 (18.82%) SDLC
8 31 (18.24%) Mobile Development
8 31 (18.24%) Requirements Analysis
8 31 (18.24%) Scrum
9 24 (14.12%) TDD
10 22 (12.94%) Data Analysis
10 22 (12.94%) Data Management
11 20 (11.76%) Performance Tuning
Programming Languages
1 115 (67.65%) SQL
2 74 (43.53%) T-SQL
3 33 (19.41%) C#
4 32 (18.82%) JavaScript
5 22 (12.94%) PL/SQL
6 16 (9.41%) ABAP
7 9 (5.29%) PHP
7 9 (5.29%) PowerShell
7 9 (5.29%) Python
8 8 (4.71%) R
9 7 (4.12%) Java
10 6 (3.53%) Data Analysis Expressions (DAX)
11 2 (1.18%) VBA
12 1 (0.59%) Go
12 1 (0.59%) TypeScript
12 1 (0.59%) U-SQL
12 1 (0.59%) VB.NET
Qualifications
1 13 (7.65%) Degree
2 11 (6.47%) MCSA
2 11 (6.47%) Microsoft Certification
3 8 (4.71%) MCDBA
4 3 (1.76%) MCP
4 3 (1.76%) MCSE
5 1 (0.59%) Computer Science Degree
5 1 (0.59%) DBS Check
5 1 (0.59%) Master's Degree
Quality Assurance & Compliance
1 30 (17.65%) Data Quality
2 2 (1.18%) SLA
3 1 (0.59%) GDPR
System Software
1 5 (2.94%) Firmware
2 4 (2.35%) VMware Infrastructure
3 3 (1.76%) Active Directory
3 3 (1.76%) Hyper-V
3 3 (1.76%) Terminal Services
3 3 (1.76%) Virtual Servers
4 1 (0.59%) KVM
Systems Management
1 8 (4.71%) Microsoft Clustering
1 8 (4.71%) SCCM
1 8 (4.71%) SCOM
2 3 (1.76%) Backup Exec
2 3 (1.76%) Norton AntiVirus
2 3 (1.76%) SQL Sentry
2 3 (1.76%) WSUS
3 2 (1.18%) Oozie
Vendors
1 64 (37.65%) Microsoft
2 56 (32.94%) SAP
3 51 (30.00%) Oracle
4 24 (14.12%) Tableau
5 21 (12.35%) Informatica
6 14 (8.24%) Talend
7 13 (7.65%) Hyperion
7 13 (7.65%) ServiceNow
8 11 (6.47%) RedGate
9 4 (2.35%) Infor
9 4 (2.35%) VMware
10 3 (1.76%) Dell
10 3 (1.76%) Symantec
10 3 (1.76%) Veeam
11 1 (0.59%) Cognos
11 1 (0.59%) Google
11 1 (0.59%) Percona
11 1 (0.59%) Zend