The table below looks at the statistics for ETL skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 82 73 77
Rank change year-on-year
-9 +4
Permanent jobs citing ETL 183 249 395
As % of all permanent IT jobs located in the City of London 3.44% 3.67% 3.59%
As % of the Processes & Methodologies category 3.96% 4.15% 4.24%
Number of salaries quoted 169 217 348
Median salary £55,000 £60,000 £58,125
Median salary % change year-on-year
-8.33% +3.22%
90% offered a salary of more than £39,700 £46,700 £42,500
10% offered a salary of more than £72,500 £80,000 £75,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4617 5994 9322
As % of all permanent IT jobs located in the City of London 86.82% 88.29% 84.71%
Number of salaries quoted 4164 5295 8061
Median salary £59,000 £60,000 £57,500
Median salary % change year-on-year
-1.66% +4.34%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £90,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the City of London

ETL
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the City of London region.

ETL Salary Trend in the City of London

ETL
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing ETL across the City of London region over the 3 months to 9 December 2016.

ETL Salary Histogram in the City of London

ETL
Top 30 Related IT Skills in the City of London

For the 6 months to 9 December 2016, 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 City of London region with a requirement for ETL.

1 263 (70.32%) SQL
2 245 (65.51%) Business Intelligence
3 207 (55.35%) SQL Server
4 201 (53.74%) Data Warehouse
5 185 (49.47%) SQL Server Integration Services
6 132 (35.29%) SQL Server Reporting Services
7 122 (32.62%) Finance
8 117 (31.28%) T-SQL
9 115 (30.75%) Data Modelling
10 96 (25.67%) Analytics
11 90 (24.06%) Oracle
12 89 (23.80%) SQL Server Analysis Services
13 87 (23.26%) Microsoft
14 80 (21.39%) Agile Software Development
15 73 (19.52%) Big Data
16 71 (18.98%) Tableau
17 63 (16.84%) Kimball Methodology
18 61 (16.31%) Data Management
19 58 (15.51%) Cognos
20 54 (14.44%) QlikView
21 52 (13.90%) Python
22 51 (13.64%) Visualisation
23 50 (13.37%) Hadoop
24 48 (12.83%) Data Quality
25 47 (12.57%) SQL Server 2008
25 47 (12.57%) Banking
26 45 (12.03%) SQL Server 2012
27 44 (11.76%) SDLC
28 43 (11.50%) Java
29 42 (11.23%) Performance Tuning

ETL
Top Related IT Skills in the City of London 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 27 (7.22%) Apache Spark
2 16 (4.28%) SharePoint
3 13 (3.48%) SAS
4 8 (2.14%) Oracle SOA Suite
5 5 (1.34%) Elasticsearch
6 4 (1.07%) Apache
6 4 (1.07%) Apache Pig
7 3 (0.80%) ArcGIS
7 3 (0.80%) WebSphere
8 2 (0.53%) CMS
9 1 (0.27%) BizTalk Server
9 1 (0.27%) Confluence
9 1 (0.27%) Drupal
9 1 (0.27%) IIS
9 1 (0.27%) IPython
9 1 (0.27%) JBoss
9 1 (0.27%) MQSeries
9 1 (0.27%) Mule
9 1 (0.27%) Oracle Service Bus
9 1 (0.27%) WebLogic
Applications
1 41 (10.96%) MS Excel
2 5 (1.34%) MS PowerPoint
2 5 (1.34%) Spreadsheet
2 5 (1.34%) SPSS
3 2 (0.53%) Gephi
3 2 (0.53%) MS Office
3 2 (0.53%) MS Visio
Business Applications
1 18 (4.81%) Cognos Business Intelligence
2 14 (3.74%) Cognos Planning
3 3 (0.80%) BusinessWorks
3 3 (0.80%) Markit EDM
3 3 (0.80%) SAP ERP
3 3 (0.80%) TIBCO BusinessEvents
4 2 (0.53%) Salesforce.com CRM
5 1 (0.27%) Adobe Campaign
5 1 (0.27%) Cognos TM1
5 1 (0.27%) Dynamics AX
Cloud Services
1 26 (6.95%) Amazon AWS
2 15 (4.01%) Microsoft Azure
3 10 (2.67%) Google Cloud Platform
4 6 (1.60%) Amazon EC2
5 3 (0.80%) Force.com
5 3 (0.80%) SaaS
6 1 (0.27%) Amazon Kinesis
6 1 (0.27%) AWS Elastic Beanstalk
6 1 (0.27%) Cloud Computing
6 1 (0.27%) Google Analytics
6 1 (0.27%) PaaS
Communications & Networking
1 3 (0.80%) FTP
2 1 (0.27%) Remote Desktop
2 1 (0.27%) SSL
2 1 (0.27%) TCP/IP
2 1 (0.27%) VPN
Database & Business Intelligence
1 207 (55.35%) SQL Server
2 201 (53.74%) Data Warehouse
3 185 (49.47%) SQL Server Integration Services
4 132 (35.29%) SQL Server Reporting Services
5 89 (23.80%) SQL Server Analysis Services
6 73 (19.52%) Big Data
7 54 (14.44%) QlikView
8 50 (13.37%) Hadoop
9 47 (12.57%) SQL Server 2008
10 45 (12.03%) SQL Server 2012
11 41 (10.96%) BusinessObjects
12 37 (9.89%) Power BI
13 29 (7.75%) Relational Database
14 27 (7.22%) MySQL
15 26 (6.95%) NoSQL
16 25 (6.68%) Microsoft Analysis Services
17 22 (5.88%) SQL Server 2005
18 21 (5.61%) Apache Hive
18 21 (5.61%) Oracle Database
19 17 (4.55%) BusinessObjects Business Intelligence
Development Applications
1 20 (5.35%) JIRA
2 14 (3.74%) SQL Server Management Studio (SSMS)
3 13 (3.48%) Git (software)
4 10 (2.67%) Talend Open Studio
5 9 (2.41%) Toad
6 8 (2.14%) Team Foundation Server
7 7 (1.87%) ERwin
7 7 (1.87%) FishEye
7 7 (1.87%) Liquibase
8 6 (1.60%) Visual Studio
9 3 (0.80%) Jenkins
10 2 (0.53%) Ant
10 2 (0.53%) Octopus Deploy
11 1 (0.27%) GitLab
11 1 (0.27%) IntelliJ
11 1 (0.27%) MSTest
11 1 (0.27%) SpecFlow
11 1 (0.27%) Subversion
11 1 (0.27%) VSS/SourceSafe
General
1 122 (32.62%) Finance
2 47 (12.57%) Banking
3 30 (8.02%) Legal
4 19 (5.08%) Marketing
5 18 (4.81%) Retail
6 13 (3.48%) Investment Banking
7 10 (2.67%) Law
8 7 (1.87%) Advertising
9 5 (1.34%) Back Office
10 2 (0.53%) Automotive
10 2 (0.53%) Billing
10 2 (0.53%) Front Office
10 2 (0.53%) Music Industry
10 2 (0.53%) Pharmaceutical
11 1 (0.27%) Corporate Banking
11 1 (0.27%) Financial Institution
11 1 (0.27%) French Language
11 1 (0.27%) General Ledger
11 1 (0.27%) Publishing
11 1 (0.27%) Telecoms
Job Titles
1 153 (40.91%) Developer
2 67 (17.91%) Business Intelligence Developer
3 66 (17.65%) Analyst
4 63 (16.84%) SQL Developer
5 45 (12.03%) Architect
6 38 (10.16%) SSIS Developer
7 34 (9.09%) ETL Developer
8 33 (8.82%) Business Intelligence Analyst
8 33 (8.82%) Data Architect
9 30 (8.02%) SSRS Developer
10 28 (7.49%) SQL BI Developer
11 27 (7.22%) Data Engineer
12 25 (6.68%) Data Analyst
13 24 (6.42%) Consultant
14 23 (6.15%) DBA
15 22 (5.88%) Senior Developer
16 20 (5.35%) SQL Server Developer
17 19 (5.08%) SQL DBA
17 19 (5.08%) SSAS Developer
18 18 (4.81%) Business Developer
Libraries, Frameworks & Software Standards
1 24 (6.42%) .NET
2 20 (5.35%) Web Services
3 16 (4.28%) MDX
4 14 (3.74%) XML
5 10 (2.67%) Middleware
6 9 (2.41%) D3.js
6 9 (2.41%) REST
7 7 (1.87%) Grails
7 7 (1.87%) jQuery
7 7 (1.87%) JRuby
8 6 (1.60%) HTML
8 6 (1.60%) Lucene
8 6 (1.60%) RESTful
8 6 (1.60%) SOAP
9 4 (1.07%) CSS
10 3 (0.80%) FpML
10 3 (0.80%) JMS
10 3 (0.80%) Natural Language Processing
11 2 (0.53%) Mason
11 2 (0.53%) Visualforce
Miscellaneous
1 51 (13.64%) Visualisation
2 35 (9.36%) Data Integration
3 31 (8.29%) Analytical Skills
4 25 (6.68%) Replication
5 16 (4.28%) Computer Science
6 14 (3.74%) Statistics
7 11 (2.94%) Management Information System
7 11 (2.94%) Mathematics
7 11 (2.94%) Reference Data
8 10 (2.67%) Data Structures
9 9 (2.41%) PMI
9 9 (2.41%) User Experience
10 6 (1.60%) Credit Risk
10 6 (1.60%) Data Extraction
10 6 (1.60%) Semantic Web
11 4 (1.07%) Algorithms
11 4 (1.07%) Clustering
11 4 (1.07%) Enterprise Software
11 4 (1.07%) Equities
11 4 (1.07%) Fixed Income
Operating Systems
1 34 (9.09%) Unix
2 22 (5.88%) Linux
3 16 (4.28%) Windows
4 3 (0.80%) Windows Server
4 3 (0.80%) Windows XP
5 1 (0.27%) Ubuntu
Processes & Methodologies
1 245 (65.51%) Business Intelligence
2 115 (30.75%) Data Modelling
3 96 (25.67%) Analytics
4 80 (21.39%) Agile Software Development
5 63 (16.84%) Kimball Methodology
6 61 (16.31%) Data Management
7 44 (11.76%) SDLC
8 42 (11.23%) Performance Tuning
9 40 (10.70%) Data Architecture
10 35 (9.36%) Dimensional Modelling
11 34 (9.09%) ETL Development
12 29 (7.75%) Data Analytics
13 28 (7.49%) Migration
14 26 (6.95%) Open Source
15 24 (6.42%) Data Analysis
15 24 (6.42%) Data Governance
16 23 (6.15%) Business Analysis
16 23 (6.15%) High Availability
17 22 (5.88%) Data Visualisation
17 22 (5.88%) Technical Architecture
Programming Languages
1 263 (70.32%) SQL
2 117 (31.28%) T-SQL
3 52 (13.90%) Python
4 43 (11.50%) Java
5 30 (8.02%) C#
6 15 (4.01%) PL/SQL
7 13 (3.48%) JavaScript
7 13 (3.48%) R
8 12 (3.21%) Scala
9 11 (2.94%) Data Analysis Expressions (DAX)
10 10 (2.67%) Shell Script
11 9 (2.41%) C++
12 8 (2.14%) PHP
13 7 (1.87%) Clojure
13 7 (1.87%) Groovy
13 7 (1.87%) Jython
13 7 (1.87%) PowerShell
13 7 (1.87%) VBA
14 6 (1.60%) HiveQL
14 6 (1.60%) Perl
Qualifications
1 24 (6.42%) Degree
2 9 (2.41%) OCP
2 9 (2.41%) Oracle Certification
2 9 (2.41%) PMI Certification
3 7 (1.87%) Microsoft Certification
4 4 (1.07%) MCSE
4 4 (1.07%) PhD
5 3 (0.80%) Security Cleared
6 2 (0.53%) MCP
7 1 (0.27%) MCITP
7 1 (0.27%) SAP Certification
Quality Assurance & Compliance
1 48 (12.83%) Data Quality
2 16 (4.28%) QA
3 3 (0.80%) Dodd-Frank
4 2 (0.53%) SLA
5 1 (0.27%) FATCA
System Software
1 6 (1.60%) HDFS
2 3 (0.80%) Apache Flume
3 2 (0.53%) Docker
Systems Management
1 9 (2.41%) Failover Clustering
1 9 (2.41%) Oozie
2 2 (0.53%) Control-M
3 1 (0.27%) Ambari
3 1 (0.27%) Dollar Universe
3 1 (0.27%) HP Quality Center
Vendors
1 90 (24.06%) Oracle
2 87 (23.26%) Microsoft
3 71 (18.98%) Tableau
4 58 (15.51%) Cognos
5 37 (9.89%) Informatica
6 20 (5.35%) SAP
7 17 (4.55%) Google
8 14 (3.74%) Salesforce.com
9 13 (3.48%) Sybase
10 12 (3.21%) MicroStrategy
11 10 (2.67%) Talend
12 7 (1.87%) IBM
12 7 (1.87%) Netezza
13 6 (1.60%) Hortonworks
13 6 (1.60%) Teradata
14 5 (1.34%) TIBCO
14 5 (1.34%) Zuora
15 4 (1.07%) Avaya
15 4 (1.07%) Genesys
15 4 (1.07%) Solace
City, London
Comtecs
Salary: £65000 - £75000 Per Annum + Bonus + Excellent Benefits
Posted: 2 hours ago
City, London
Capital IT Resourcing LTD
Salary: £40000 - £45000 per annum + Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: Yesterday
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: Yesterday
City, London
Asgard ERP Limited
Salary: From £45,000 to £75,000 per annum Extensive Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 2 days ago
City, London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £90,000 + excellent benefits
Posted: 21 hours ago
City, London
TEKsystems
Salary: £60000 - £65000 per annum + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000 + excellent package
Posted: 21 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £95000 per annum + BONUS + BENS
Posted: 2 days ago
City, London
Henderson Drake
Salary: From £28,000 to £40,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: Yesterday
City, London
Computer People
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £95’000 - £105’000
Posted: 2 days ago
City of London
Venturi
Salary: £50000 - £55000 per annum + Benefits
Posted: 9 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 3 days ago
City of London
Hays London City Cheapside
Salary: £40000.00 - £60000.00 per annum
Posted: 9 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 3 days ago
City of London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 11 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 4 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 17 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £45000 - £52000 per annum
Posted: 9 days ago
City of London
TDA Group
Salary: £55000 - £65000 per annum + bonus and benefits
Posted: 21 days ago
City of London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 14 days ago
City, London
GTA
Posted: 22 days ago
City of London
Churchill Frank
Salary: £45000 - £53000 per annum + Bonus
Posted: 23 days ago