The table below looks at the statistics for ETL skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 104 104 99
Rank change year-on-year
0 -5
Permanent jobs citing ETL 32 40 49
As % of all permanent IT jobs located in Reading 1.78% 1.76% 2.00%
As % of the Processes & Methodologies category 2.02% 2.09% 2.46%
Number of salaries quoted 27 29 45
Median salary £55,000 £47,500 £55,000
Median salary % change year-on-year
+15.78% -13.63%
90% offered a salary of more than £37,500 £40,000 £40,000
10% offered a salary of more than £57,000 £70,500 £71,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
Berkshire

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

Processes & Methodologies Category
Reading
Permanent IT job ads with a match in the
Processes & Methodologies category
1587 1912 1994
As % of all permanent IT jobs located in Reading 88.41% 84.08% 81.45%
Number of salaries quoted 1227 1391 1389
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £70,000 £77,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Reading

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

ETL Jobs Demand Trend in Reading

ETL
Salary Trend in Reading

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

ETL Salary Trend in Reading

ETL
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing ETL across the Reading region over the 3 months to 1 July 2016.

ETL Salary Histogram in Reading

ETL
Top 30 Related IT Skills in Reading

For the 6 months to 1 July 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 Reading region with a requirement for ETL.

1 55 (66.27%) SQL
2 41 (49.40%) Data Warehouse
3 39 (46.99%) SQL Server
3 39 (46.99%) Business Intelligence
4 32 (38.55%) Oracle
5 23 (27.71%) TOGAF
6 22 (26.51%) SQL Server Integration Services
7 21 (25.30%) Degree
7 21 (25.30%) Stakeholder Management
8 20 (24.10%) ITIL
9 19 (22.89%) Finance
10 18 (21.69%) Data Modelling
10 18 (21.69%) Big Data
11 17 (20.48%) T-SQL
12 16 (19.28%) Data Quality
13 15 (18.07%) Data Integration
13 15 (18.07%) Relational Database
13 15 (18.07%) SOA
13 15 (18.07%) Middleware
14 14 (16.87%) DataStage
14 14 (16.87%) Microsoft
14 14 (16.87%) Casewise
14 14 (16.87%) Telecoms
14 14 (16.87%) Data Governance
15 13 (15.66%) Oracle ODI
15 13 (15.66%) Oracle Fusion
15 13 (15.66%) Oracle GoldenGate
15 13 (15.66%) Data Management
16 11 (13.25%) Banking
16 11 (13.25%) Python

ETL
Top Related IT Skills in Reading 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 5 (6.02%) Apache Pig
1 5 (6.02%) Apache Spark
1 5 (6.02%) Elasticsearch
2 2 (2.41%) SharePoint
3 1 (1.20%) IIS
3 1 (1.20%) WebSphere
Applications
1 10 (12.05%) MS Excel
Cloud Services
1 2 (2.41%) Microsoft Azure
1 2 (2.41%) SaaS
Communications & Networking
1 1 (1.20%) DNS
1 1 (1.20%) FTP
1 1 (1.20%) NFC
1 1 (1.20%) RFID
Database & Business Intelligence
1 41 (49.40%) Data Warehouse
2 39 (46.99%) SQL Server
3 22 (26.51%) SQL Server Integration Services
4 18 (21.69%) Big Data
5 15 (18.07%) Relational Database
6 14 (16.87%) DataStage
7 13 (15.66%) Oracle ODI
8 10 (12.05%) BusinessObjects
8 10 (12.05%) SQL Server Reporting Services
9 9 (10.84%) Oracle Database
10 8 (9.64%) RDBMS
10 8 (9.64%) SQL Server Analysis Services
11 7 (8.43%) SQL Server 2012
12 6 (7.23%) PostgreSQL
12 6 (7.23%) Star Schema
13 5 (6.02%) GIS
13 5 (6.02%) OLAP
13 5 (6.02%) Oracle Database 11g
13 5 (6.02%) PowerCenter
13 5 (6.02%) QualityStage
Development Applications
1 5 (6.02%) JIRA
2 3 (3.61%) Team Foundation Server
2 3 (3.61%) Toad
2 3 (3.61%) Visual Studio
3 2 (2.41%) Talend Open Studio
General
1 19 (22.89%) Finance
2 14 (16.87%) Telecoms
3 11 (13.25%) Banking
4 7 (8.43%) Retail
5 5 (6.02%) Pharmaceutical
6 4 (4.82%) Automotive
7 2 (2.41%) Legal
8 1 (1.20%) Games
Job Titles
1 28 (33.73%) Developer
2 17 (20.48%) SSIS Developer
3 16 (19.28%) ETL Developer
4 14 (16.87%) Data Integration Manager
4 14 (16.87%) Data Manager
4 14 (16.87%) Integration Manager
5 11 (13.25%) Analyst
5 11 (13.25%) Architect
6 10 (12.05%) Data Warehouse Developer
7 9 (10.84%) Business Intelligence Architect
7 9 (10.84%) Business Intelligence Developer
7 9 (10.84%) Data Analyst
7 9 (10.84%) Data Warehouse Architect
8 8 (9.64%) Administrator
8 8 (9.64%) DBA
8 8 (9.64%) SQL Developer
9 5 (6.02%) Big Data Engineer
9 5 (6.02%) Business Developer
9 5 (6.02%) Data Architect
9 5 (6.02%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (18.07%) Middleware
2 13 (15.66%) Oracle Fusion
2 13 (15.66%) Oracle GoldenGate
3 5 (6.02%) J2EE
3 5 (6.02%) Kafka
4 4 (4.82%) MDX
5 2 (2.41%) .NET
5 2 (2.41%) XML
6 1 (1.20%) FIX Protocol
6 1 (1.20%) Web Services
Miscellaneous
1 15 (18.07%) Data Integration
2 11 (13.25%) Analytical Skills
3 9 (10.84%) Data Extraction
4 6 (7.23%) Clustering
4 6 (7.23%) Replication
5 5 (6.02%) Data Structures
5 5 (6.02%) Management Information System
5 5 (6.02%) Mobile App
5 5 (6.02%) SCADA
5 5 (6.02%) Smart Meter
6 3 (3.61%) Statistics
7 2 (2.41%) NHS
7 2 (2.41%) Visualisation
8 1 (1.20%) Computer Science
8 1 (1.20%) Fintech
Operating Systems
1 5 (6.02%) Unix
1 5 (6.02%) Windows
2 2 (2.41%) Linux
Processes & Methodologies
1 39 (46.99%) Business Intelligence
2 23 (27.71%) TOGAF
3 21 (25.30%) Stakeholder Management
4 20 (24.10%) ITIL
5 18 (21.69%) Data Modelling
6 15 (18.07%) SOA
7 14 (16.87%) Data Governance
8 13 (15.66%) Data Management
9 11 (13.25%) Kimball Methodology
10 10 (12.05%) Agile Software Development
11 9 (10.84%) Data Analysis
11 9 (10.84%) Zachman Framework
12 8 (9.64%) Data Lineage
12 8 (9.64%) Migration
12 8 (9.64%) Service Delivery
13 6 (7.23%) Data Protection
14 5 (6.02%) Analytics
14 5 (6.02%) Data Cleansing
14 5 (6.02%) Requirements Analysis
14 5 (6.02%) Software Engineering
Programming Languages
1 55 (66.27%) SQL
2 17 (20.48%) T-SQL
3 11 (13.25%) Python
4 9 (10.84%) Java
5 8 (9.64%) C#
6 5 (6.02%) R
6 5 (6.02%) Shell Script
7 4 (4.82%) PL/SQL
8 2 (2.41%) C++
8 2 (2.41%) Go
8 2 (2.41%) JavaScript
8 2 (2.41%) VB.NET
9 1 (1.20%) Data Analysis Expressions (DAX)
9 1 (1.20%) VBA
Qualifications
1 21 (25.30%) Degree
2 9 (10.84%) ISEB
3 4 (4.82%) Security Cleared
Quality Assurance & Compliance
1 16 (19.28%) Data Quality
System Software
1 5 (6.02%) HDFS
2 1 (1.20%) Active Directory
Systems Management
1 5 (6.02%) Hadoop YARN
2 2 (2.41%) SCCM
3 1 (1.20%) MOM
Vendors
1 32 (38.55%) Oracle
2 14 (16.87%) Casewise
2 14 (16.87%) Microsoft
3 9 (10.84%) Cognos
4 6 (7.23%) SAP
5 5 (6.02%) ESRI
5 5 (6.02%) Informatica
6 4 (4.82%) Sybase
7 3 (3.61%) Citrix
7 3 (3.61%) HP
7 3 (3.61%) IBM
8 2 (2.41%) Talend
8 2 (2.41%) Trillium
9 1 (1.20%) BMC
9 1 (1.20%) ServiceNow