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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 114 106 97
Rank change year-on-year
-8 -9
Permanent jobs citing ETL 18 40 41
As % of all permanent IT jobs located in Reading 1.00% 1.77% 1.75%
As % of the Processes & Methodologies category 1.13% 2.11% 2.17%
Number of salaries quoted 17 28 38
Median salary £55,000 £41,250 £50,000
Median salary % change year-on-year
+33.33% -17.50%
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
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
1594 1895 1893
As % of all permanent IT jobs located in Reading 88.56% 84.07% 80.86%
Number of salaries quoted 1227 1382 1309
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £37,500 £35,000 £33,500
10% offered a salary of more than £70,000 £80,000 £70,000
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 27 July 2016.

ETL Salary Histogram in Reading

ETL
Top 30 Related IT Skills in Reading

For the 6 months to 27 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 30 (55.56%) SQL
2 27 (50.00%) Oracle
3 23 (42.59%) Data Warehouse
4 22 (40.74%) SQL Server
5 21 (38.89%) ITIL
5 21 (38.89%) Business Intelligence
5 21 (38.89%) TOGAF
6 19 (35.19%) Stakeholder Management
7 16 (29.63%) Middleware
7 16 (29.63%) SOA
7 16 (29.63%) Data Integration
7 16 (29.63%) Data Quality
8 15 (27.78%) Data Governance
8 15 (27.78%) Casewise
8 15 (27.78%) Degree
9 14 (25.93%) Oracle GoldenGate
9 14 (25.93%) Oracle ODI
9 14 (25.93%) Oracle Fusion
10 11 (20.37%) Finance
11 10 (18.52%) Data Management
11 10 (18.52%) Big Data
11 10 (18.52%) Relational Database
12 9 (16.67%) SQL Server Integration Services
13 8 (14.81%) Service Delivery
13 8 (14.81%) Telecoms
13 8 (14.81%) Agile Software Development
13 8 (14.81%) Banking
13 8 (14.81%) DataStage
13 8 (14.81%) MS Excel
13 8 (14.81%) T-SQL

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 (9.26%) Apache Pig
1 5 (9.26%) Apache Spark
1 5 (9.26%) Elasticsearch
2 1 (1.85%) IIS
2 1 (1.85%) SharePoint
2 1 (1.85%) WebSphere
Applications
1 8 (14.81%) MS Excel
Cloud Services
1 2 (3.70%) SaaS
2 1 (1.85%) Microsoft Azure
Communications & Networking
1 1 (1.85%) DNS
1 1 (1.85%) FTP
1 1 (1.85%) NFC
1 1 (1.85%) RFID
Database & Business Intelligence
1 23 (42.59%) Data Warehouse
2 22 (40.74%) SQL Server
3 14 (25.93%) Oracle ODI
4 10 (18.52%) Big Data
4 10 (18.52%) Relational Database
5 9 (16.67%) SQL Server Integration Services
6 8 (14.81%) DataStage
7 7 (12.96%) BusinessObjects
8 5 (9.26%) Apache Hive
8 5 (9.26%) Hadoop
8 5 (9.26%) HBase
8 5 (9.26%) Oracle Database
8 5 (9.26%) Oracle Database 11g
8 5 (9.26%) PowerCenter
8 5 (9.26%) Sqoop
9 4 (7.41%) PostgreSQL
10 3 (5.56%) RDBMS
10 3 (5.56%) SQL Server Analysis Services
10 3 (5.56%) SQL Server Reporting Services
11 2 (3.70%) QualityStage
Development Applications
1 5 (9.26%) JIRA
2 2 (3.70%) Team Foundation Server
2 2 (3.70%) Toad
2 2 (3.70%) Visual Studio
3 1 (1.85%) Talend Open Studio
General
1 11 (20.37%) Finance
2 8 (14.81%) Banking
2 8 (14.81%) Telecoms
3 4 (7.41%) Retail
4 3 (5.56%) Automotive
5 2 (3.70%) Pharmaceutical
6 1 (1.85%) Legal
Job Titles
1 15 (27.78%) Data Integration Manager
1 15 (27.78%) Data Manager
1 15 (27.78%) Integration Manager
2 12 (22.22%) Developer
3 8 (14.81%) Architect
4 7 (12.96%) ETL Developer
5 6 (11.11%) Administrator
5 6 (11.11%) Business Intelligence Architect
5 6 (11.11%) Data Warehouse Architect
5 6 (11.11%) Data Warehouse Developer
5 6 (11.11%) DBA
6 5 (9.26%) Analyst
6 5 (9.26%) Big Data Engineer
6 5 (9.26%) Data Analyst
6 5 (9.26%) Data Engineer
6 5 (9.26%) Hadoop Engineer
6 5 (9.26%) Software Engineer
6 5 (9.26%) SSIS Developer
7 4 (7.41%) SQL Developer
8 3 (5.56%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 16 (29.63%) Middleware
2 14 (25.93%) Oracle Fusion
2 14 (25.93%) Oracle GoldenGate
3 5 (9.26%) J2EE
3 5 (9.26%) Kafka
4 2 (3.70%) XML
5 1 (1.85%) .NET
5 1 (1.85%) FIX Protocol
5 1 (1.85%) MDX
5 1 (1.85%) Web Services
Miscellaneous
1 16 (29.63%) Data Integration
2 6 (11.11%) Analytical Skills
3 4 (7.41%) Clustering
3 4 (7.41%) Replication
4 2 (3.70%) Data Extraction
4 2 (3.70%) Data Structures
4 2 (3.70%) Management Information System
4 2 (3.70%) Mobile App
4 2 (3.70%) NHS
4 2 (3.70%) SCADA
4 2 (3.70%) Smart Meter
5 1 (1.85%) Computer Science
5 1 (1.85%) Fintech
5 1 (1.85%) Visualisation
Operating Systems
1 5 (9.26%) Unix
2 4 (7.41%) Windows
3 2 (3.70%) Linux
Processes & Methodologies
1 21 (38.89%) Business Intelligence
1 21 (38.89%) ITIL
1 21 (38.89%) TOGAF
2 19 (35.19%) Stakeholder Management
3 16 (29.63%) SOA
4 15 (27.78%) Data Governance
5 10 (18.52%) Data Management
6 8 (14.81%) Agile Software Development
6 8 (14.81%) Service Delivery
7 6 (11.11%) Data Modelling
7 6 (11.11%) Zachman Framework
8 5 (9.26%) Data Lineage
8 5 (9.26%) Requirements Analysis
8 5 (9.26%) Scrum
8 5 (9.26%) Software Engineering
9 4 (7.41%) Data Protection
9 4 (7.41%) Performance Tuning
10 3 (5.56%) Change Data Capture
10 3 (5.56%) Kimball Methodology
10 3 (5.56%) Master Data Management
Programming Languages
1 30 (55.56%) SQL
2 8 (14.81%) T-SQL
3 6 (11.11%) Java
4 5 (9.26%) Shell Script
5 4 (7.41%) C#
6 3 (5.56%) PL/SQL
6 3 (5.56%) Python
7 2 (3.70%) C++
7 2 (3.70%) JavaScript
7 2 (3.70%) R
8 1 (1.85%) VB.NET
8 1 (1.85%) VBA
Qualifications
1 15 (27.78%) Degree
2 6 (11.11%) ISEB
3 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 16 (29.63%) Data Quality
System Software
1 5 (9.26%) HDFS
2 1 (1.85%) Active Directory
Systems Management
1 5 (9.26%) Hadoop YARN
2 2 (3.70%) SCCM
3 1 (1.85%) MOM
Vendors
1 27 (50.00%) Oracle
2 15 (27.78%) Casewise
3 7 (12.96%) Microsoft
4 6 (11.11%) Cognos
5 5 (9.26%) Informatica
6 3 (5.56%) Citrix
6 3 (5.56%) HP
6 3 (5.56%) IBM
6 3 (5.56%) SAP
7 2 (3.70%) ESRI
8 1 (1.85%) BMC
8 1 (1.85%) ServiceNow
8 1 (1.85%) Sybase
8 1 (1.85%) Talend
8 1 (1.85%) Trillium