Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Essex 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 71 68 108
Rank change year-on-year -3 +40 -25
Permanent jobs citing ETL 44 62 47
As % of all permanent IT jobs advertised in Essex 3.19% 3.24% 1.80%
As % of the Processes & Methodologies category 3.82% 3.61% 2.09%
Number of salaries quoted 37 55 46
Essex median annual salary £60,000 £47,500 £37,500
Median salary % change year-on-year +26.32% +26.67% -21.05%
10th Percentile £40,000 £32,000 £31,250
90th Percentile £77,500 £57,500 £65,125
East of England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -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 Essex with a requirement for process or methodology skills.

All Process and Methodology Skills
Essex
Permanent vacancies with a requirement for process or methodology skills 1,152 1,718 2,248
As % of all permanent IT jobs advertised in Essex 83.54% 89.71% 86.06%
Number of salaries quoted 968 1,291 1,652
Essex median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% -5.56%
10th Percentile £27,500 £30,000 £24,000
90th Percentile £70,000 £71,500 £69,950
East of England median annual salary £47,500 £45,344 £45,000
% change year-on-year +4.75% +0.76% -

ETL
Job Vacancy Trend in Essex

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

Job vacancy trend for ETL in Essex

ETL
Salary Trend in Essex

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

Salary trend for ETL in Essex

ETL
Salary Histogram in Essex

The salary distribution of IT jobs citing ETL in Essex over the 6 months to 16 January 2018.

Salary histogram for ETL in Essex

ETL
Job Locations in Essex

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Essex region over the 6 months to 16 January 2018. 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
Colchester 0 26 £62,500 +31.58% 1
Basildon +11 6 £50,000 - 2
Brentwood - 3 £65,000 - 1
Chelmsford 0 1 £61,000 +62.67%
Southend-on-Sea - 1 £40,000 -
ETL
East of England

For the 6 months to 16 January 2018, 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 Essex region with a requirement for ETL.

1 36 (81.82%) SQL
2 19 (43.18%) Business Intelligence
3 18 (40.91%) Data Warehouse
4 16 (36.36%) Oracle
5 15 (34.09%) SQL Server
5 15 (34.09%) PL/SQL
5 15 (34.09%) Agile Software Development
5 15 (34.09%) Oracle Database
6 14 (31.82%) Tableau
7 13 (29.55%) RDBMS
7 13 (29.55%) Relational Database
7 13 (29.55%) SQL Server Integration Services
7 13 (29.55%) Hadoop
8 12 (27.27%) MongoDB
8 12 (27.27%) Microsoft
8 12 (27.27%) SQL Server Reporting Services
9 11 (25.00%) Data Modelling
9 11 (25.00%) T-SQL
9 11 (25.00%) NoSQL
9 11 (25.00%) Apache Hive
9 11 (25.00%) Performance Tuning
9 11 (25.00%) Big Data
10 10 (22.73%) Apache Spark
11 9 (20.45%) Data Analysis
11 9 (20.45%) C#
11 9 (20.45%) .NET
11 9 (20.45%) OLAP
11 9 (20.45%) HDFS
12 8 (18.18%) Impala
12 8 (18.18%) Data Transformation

ETL
Co-occurring IT Skills in Essex 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 10 (22.73%) Apache Spark
2 8 (18.18%) Apache Pig
Applications
1 6 (13.64%) Microsoft Excel
2 2 (4.55%) MS Visio
3 1 (2.27%) Microsoft Office
3 1 (2.27%) Weka
Cloud Services
1 4 (9.09%) Microsoft Azure
Database & Business Intelligence
1 18 (40.91%) Data Warehouse
2 15 (34.09%) Oracle Database
2 15 (34.09%) SQL Server
3 13 (29.55%) Hadoop
3 13 (29.55%) RDBMS
3 13 (29.55%) Relational Database
3 13 (29.55%) SQL Server Integration Services
4 12 (27.27%) MongoDB
4 12 (27.27%) SQL Server Reporting Services
5 11 (25.00%) Apache Hive
5 11 (25.00%) Big Data
5 11 (25.00%) NoSQL
6 9 (20.45%) OLAP
7 8 (18.18%) Apache Cassandra
7 8 (18.18%) HBase
7 8 (18.18%) Impala
7 8 (18.18%) OLTP
7 8 (18.18%) SQL Server Analysis Services
8 7 (15.91%) Mahout
9 6 (13.64%) MS Access
Development Applications
1 4 (9.09%) SQL Server Management Studio (SSMS)
2 1 (2.27%) Git (software)
General
1 5 (11.36%) Advertising
2 4 (9.09%) Finance
3 2 (4.55%) Automotive
3 2 (4.55%) Banking
4 1 (2.27%) Telecoms
Job Titles
1 27 (61.36%) Developer
2 15 (34.09%) Oracle Developer
3 14 (31.82%) SQL Developer
4 10 (22.73%) Analyst
4 10 (22.73%) Lead Developer
5 9 (20.45%) ETL Developer
6 8 (18.18%) Big Data Engineer
6 8 (18.18%) Data Analyst
6 8 (18.18%) Data Engineer
7 7 (15.91%) Database Developer
7 7 (15.91%) Hadoop Engineer
7 7 (15.91%) Oracle Database Developer
8 6 (13.64%) Microsoft Developer
8 6 (13.64%) PL/SQL Developer
8 6 (13.64%) SQL Database Developer
8 6 (13.64%) SQL Server Developer
9 5 (11.36%) Business Intelligence Analyst
9 5 (11.36%) Oracle ETL Developer
9 5 (11.36%) SQL Analyst
9 5 (11.36%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 9 (20.45%) .NET
2 6 (13.64%) ASP.NET
2 6 (13.64%) Kafka
2 6 (13.64%) RabbitMQ
3 4 (9.09%) ASP.NET Web API
3 4 (9.09%) WCF
3 4 (9.09%) WPF
4 3 (6.82%) MDX
5 2 (4.55%) ADSI
5 2 (4.55%) Web Services
6 1 (2.27%) .NET Framework
6 1 (2.27%) HTML
6 1 (2.27%) XML
Miscellaneous
1 4 (9.09%) Analytical Skills
2 2 (4.55%) Management Information System
3 1 (2.27%) Credit Risk
3 1 (2.27%) N-Tier
Operating Systems
1 7 (15.91%) Linux
Processes & Methodologies
1 19 (43.18%) Business Intelligence
2 15 (34.09%) Agile Software Development
3 11 (25.00%) Data Modelling
3 11 (25.00%) Performance Tuning
4 9 (20.45%) Data Analysis
5 8 (18.18%) Data Transformation
5 8 (18.18%) MapReduce
6 7 (15.91%) Data Architecture
6 7 (15.91%) Data Visualisation
6 7 (15.91%) Visualisation
7 6 (13.64%) Data Management
7 6 (13.64%) Microservices
8 4 (9.09%) Physical Data Model
9 3 (6.82%) Logical Data Model
10 2 (4.55%) Analytics
10 2 (4.55%) ETL Development
10 2 (4.55%) Kimball Methodology
10 2 (4.55%) Open Source
10 2 (4.55%) Ticket Management
10 2 (4.55%) Time Management
Programming Languages
1 36 (81.82%) SQL
2 15 (34.09%) PL/SQL
3 11 (25.00%) T-SQL
4 9 (20.45%) C#
5 6 (13.64%) VBA
6 3 (6.82%) VB.NET
7 2 (4.55%) VBScript
Qualifications
1 4 (9.09%) Degree
2 2 (4.55%) Microsoft Certification
Quality Assurance & Compliance
1 5 (11.36%) Data Quality
System Software
1 9 (20.45%) HDFS
2 7 (15.91%) Apache Flume
3 6 (13.64%) Docker
Vendors
1 16 (36.36%) Oracle
2 14 (31.82%) Tableau
3 12 (27.27%) Microsoft
4 6 (13.64%) Cloudera
4 6 (13.64%) Hortonworks
4 6 (13.64%) MapR
5 1 (2.27%) MicroStrategy