Period
to 22 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Basingstoke 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 22 April 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hampshire > Basingstoke
6 months to
22 Apr 2019
Same period 2018 Same period 2017
Rank 78 115 93
Rank change year-on-year +37 -22 +1
Permanent jobs citing ETL 37 3 3
As % of all permanent IT jobs advertised in Basingstoke 2.49% 0.23% 0.30%
As % of the Processes & Methodologies category 2.66% 0.26% 0.35%
Number of salaries quoted 31 0 1
Basingstoke median annual salary £55,000 - £35,000
10th Percentile £45,000 - £32,500
90th Percentile £78,000 - £37,500
Hampshire median annual salary £52,500 £45,000 £45,000
% change year-on-year +16.67% - -

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 Basingstoke with a requirement for process or methodology skills.

All Process and Methodology Skills
Basingstoke
Permanent vacancies with a requirement for process or methodology skills 1,390 1,165 868
As % of all permanent IT jobs advertised in Basingstoke 93.41% 88.80% 85.52%
Number of salaries quoted 1,109 996 761
Basingstoke median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -5.56%
10th Percentile £30,000 £32,000 £26,250
90th Percentile £72,500 £68,750 £63,750
Hampshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

ETL
Job Vacancy Trend in Basingstoke

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

Job vacancy trend for ETL in Basingstoke

ETL
Salary Trend in Basingstoke

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

Salary trend for ETL in Basingstoke

ETL
Salary Histogram in Basingstoke

The salary distribution of IT jobs citing ETL in Basingstoke over the 6 months to 22 April 2019.

Salary histogram for ETL in Basingstoke

For the 6 months to 22 April 2019, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Basingstoke region with a requirement for ETL.

1 34 (91.89%) SQL
2 29 (78.38%) Degree
3 28 (75.68%) Computer Science
3 28 (75.68%) Data Warehouse
4 26 (70.27%) ITIL
5 23 (62.16%) Statistics
5 23 (62.16%) Data Science
6 20 (54.05%) Business Intelligence
7 19 (51.35%) Oracle
8 18 (48.65%) Data Modelling
8 18 (48.65%) SAS
8 18 (48.65%) Agile Software Development
9 17 (45.95%) Informatica
9 17 (45.95%) Data Development
9 17 (45.95%) Amazon AWS
10 15 (40.54%) Management Information System
11 14 (37.84%) Finance
12 12 (32.43%) Dimensional Modelling
12 12 (32.43%) MySQL
12 12 (32.43%) Kalman Filter
13 11 (29.73%) Analytical Skills
13 11 (29.73%) Data Engineering
13 11 (29.73%) ServiceNow
13 11 (29.73%) Problem Management
13 11 (29.73%) JIRA
14 10 (27.03%) Google
14 10 (27.03%) Data Management
14 10 (27.03%) Marketing
14 10 (27.03%) SLA
14 10 (27.03%) Master Data Management

ETL
Co-occurring IT Skills in Basingstoke 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 18 (48.65%) SAS
2 7 (18.92%) Apache Spark
Cloud Services
1 17 (45.95%) Amazon AWS
2 10 (27.03%) Google Cloud Platform
2 10 (27.03%) Microsoft Azure
Communications & Networking
1 2 (5.41%) MVNO
Database & Business Intelligence
1 28 (75.68%) Data Warehouse
2 12 (32.43%) MySQL
3 7 (18.92%) Amazon Redshift
3 7 (18.92%) Base SAS
3 7 (18.92%) Big Data
3 7 (18.92%) Hadoop
3 7 (18.92%) Looker
3 7 (18.92%) SQL Server
4 2 (5.41%) Semantic Layer
4 2 (5.41%) Sisense
5 1 (2.70%) Data Lake
5 1 (2.70%) OLAP
5 1 (2.70%) Oracle BI EE
5 1 (2.70%) Oracle Database
5 1 (2.70%) Oracle OLAP
Development Applications
1 11 (29.73%) JIRA
2 1 (2.70%) ER Studio
General
1 14 (37.84%) Finance
2 10 (27.03%) Marketing
3 2 (5.41%) Telecoms
Job Titles
1 17 (45.95%) Development Manager
2 13 (35.14%) Data Manager
3 11 (29.73%) Applications Support
4 6 (16.22%) Master Data Manager
5 5 (13.51%) Administrator
5 5 (13.51%) DBA
5 5 (13.51%) SQL DBA
6 4 (10.81%) Analyst
7 3 (8.11%) Applications Support Analyst
7 3 (8.11%) SQL Server DBA
7 3 (8.11%) Support Analyst
8 2 (5.41%) Data Analyst
8 2 (5.41%) Design Engineer
8 2 (5.41%) Senior DBA
8 2 (5.41%) Senior SQL DBA
9 1 (2.70%) Data Modeller
9 1 (2.70%) Incident Engineer
9 1 (2.70%) Integration Engineer
9 1 (2.70%) SAS Analyst
9 1 (2.70%) SAS Data Analyst
Miscellaneous
1 15 (40.54%) Management Information System
2 11 (29.73%) Analytical Skills
3 5 (13.51%) Data Protection Act
3 5 (13.51%) Replication
Processes & Methodologies
1 28 (75.68%) Computer Science
2 26 (70.27%) ITIL
3 23 (62.16%) Data Science
3 23 (62.16%) Statistics
4 20 (54.05%) Business Intelligence
5 18 (48.65%) Agile Software Development
5 18 (48.65%) Data Modelling
6 17 (45.95%) Data Development
7 12 (32.43%) Dimensional Modelling
7 12 (32.43%) Kalman Filter
8 11 (29.73%) Data Engineering
8 11 (29.73%) Problem Management
9 10 (27.03%) Data Management
9 10 (27.03%) Master Data Management
10 9 (24.32%) ETL Development
11 8 (21.62%) Data Analysis
11 8 (21.62%) Data Integration
11 8 (21.62%) Incident Management
11 8 (21.62%) Waterfall
12 6 (16.22%) Performance Monitoring
Programming Languages
1 34 (91.89%) SQL
2 5 (13.51%) T-SQL
Qualifications
1 29 (78.38%) Degree
2 9 (24.32%) Master's Degree
3 5 (13.51%) Computer Science Degree
Quality Assurance & Compliance
1 10 (27.03%) SLA
2 8 (21.62%) Data Quality
3 5 (13.51%) GDPR
Vendors
1 19 (51.35%) Oracle
2 17 (45.95%) Informatica
3 11 (29.73%) ServiceNow
4 10 (27.03%) Google
5 7 (18.92%) Aprimo
5 7 (18.92%) Pega
5 7 (18.92%) SAP
5 7 (18.92%) Teradata
5 7 (18.92%) Vertica