Period
to 25 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Uxbridge 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 25 July 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hillingdon > Uxbridge
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 34 24 17
Rank change year-on-year -10 -7 +13
Permanent jobs citing ETL 3 20 36
As % of all permanent IT jobs advertised in Uxbridge 1.18% 7.22% 10.88%
As % of the Processes & Methodologies category 1.26% 7.72% 12.63%
Number of salaries quoted 1 20 36
Uxbridge median annual salary £55,000 £44,000 £48,000
Median salary % change year-on-year +25.00% -8.33% -28.89%
Hillingdon median annual salary £45,000 £44,000 £48,000
% change year-on-year +2.27% -8.33% -28.89%

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Uxbridge with a requirement for process and methodology skills.

Process & Methodology Skills
Uxbridge
Permanent job vacancies with a requirement for process and methodology skills 239 259 285
As % of all permanent IT job vacancies advertised in Uxbridge 93.73% 93.50% 86.10%
Number of salaries quoted 200 224 255
Uxbridge median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -10.00%
10th Percentile £29,650 £32,900 £24,999
90th Percentile £72,500 £65,000 £61,250
Hillingdon median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -10.00%

ETL
Job Vacancy Trend in Uxbridge

Job postings citing ETL as a percentage of all IT jobs advertised in Uxbridge.

Job vacancy trend for ETL in Uxbridge

ETL
Salary Trend in Uxbridge

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

Salary trend for ETL in Uxbridge

For the 6 months to 25 July 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 Uxbridge region with a requirement for ETL.

1 3 (100.00%) SQL
2 2 (66.67%) Scala
2 2 (66.67%) Hadoop
2 2 (66.67%) Data Warehouse
2 2 (66.67%) Finance
2 2 (66.67%) Big Data
2 2 (66.67%) Cloudera
2 2 (66.67%) Java
3 1 (33.33%) Kafka
3 1 (33.33%) Apache Flume
3 1 (33.33%) Analytics
3 1 (33.33%) Sqoop
3 1 (33.33%) Data Transformation
3 1 (33.33%) Oozie
3 1 (33.33%) Performance Tuning
3 1 (33.33%) HDFS
3 1 (33.33%) Impala
3 1 (33.33%) Apache Spark
3 1 (33.33%) Hadoop YARN
3 1 (33.33%) Apache Kudu
3 1 (33.33%) Data Lineage
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Banking
3 1 (33.33%) Information Management
3 1 (33.33%) Software Engineering
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) Cronacle
3 1 (33.33%) SQL Server Analysis Services
3 1 (33.33%) SAS
3 1 (33.33%) Kerberos

ETL
Co-occurring IT Skills in Uxbridge 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 1 (33.33%) Apache Spark
1 1 (33.33%) SAS
Applications
1 1 (33.33%) Microsoft Excel
Communications & Networking
1 1 (33.33%) Kerberos
Database & Business Intelligence
1 2 (66.67%) Big Data
1 2 (66.67%) Data Warehouse
1 2 (66.67%) Hadoop
2 1 (33.33%) Apache Hive
2 1 (33.33%) Apache Kudu
2 1 (33.33%) DataStage
2 1 (33.33%) HBase
2 1 (33.33%) Impala
2 1 (33.33%) NoSQL
2 1 (33.33%) SQL Server
2 1 (33.33%) SQL Server Analysis Services
2 1 (33.33%) SQL Server Integration Services
2 1 (33.33%) Sqoop
2 1 (33.33%) Star Schema
General
1 2 (66.67%) Finance
2 1 (33.33%) Banking
Job Titles
1 2 (66.67%) Developer
2 1 (33.33%) Analyst
2 1 (33.33%) Analyst Developer
2 1 (33.33%) Big Data Developer
2 1 (33.33%) Data Analyst
2 1 (33.33%) Data Warehouse Analyst
2 1 (33.33%) Data Warehouse Developer
2 1 (33.33%) Developer Analyst
2 1 (33.33%) ETL Analyst
2 1 (33.33%) ETL Developer
2 1 (33.33%) SQL Analyst
2 1 (33.33%) SQL Data Analyst
2 1 (33.33%) SQL Developer
2 1 (33.33%) SSIS Analyst
2 1 (33.33%) SSIS Developer
2 1 (33.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (33.33%) Kafka
Operating Systems
1 1 (33.33%) Linux
1 1 (33.33%) Unix
Processes & Methodologies
1 1 (33.33%) Agile Software Development
1 1 (33.33%) Analytics
1 1 (33.33%) Business Intelligence
1 1 (33.33%) Data Lineage
1 1 (33.33%) Data Transformation
1 1 (33.33%) Information Management
1 1 (33.33%) MapReduce
1 1 (33.33%) Performance Tuning
1 1 (33.33%) Root Cause Analysis
1 1 (33.33%) Software Engineering
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) Java
2 2 (66.67%) Scala
3 1 (33.33%) Python
3 1 (33.33%) T-SQL
System Software
1 1 (33.33%) Apache Flume
1 1 (33.33%) Cronacle
1 1 (33.33%) HDFS
Systems Management
1 1 (33.33%) Control-M
1 1 (33.33%) Hadoop YARN
1 1 (33.33%) Oozie
Vendors
1 2 (66.67%) Cloudera
2 1 (33.33%) Informatica
2 1 (33.33%) Microsoft