Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Peterborough 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cambridgeshire > Peterborough
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 72 - 43
Rank change year-on-year - +43 +17
Permanent jobs citing ETL 31 0 26
As % of all permanent IT jobs advertised in Peterborough 3.05% - 4.02%
As % of the Processes & Methodologies category 3.36% - 4.54%
Number of salaries quoted 5 0 25
Peterborough median annual salary £45,000 - £40,000
10th Percentile £41,350 - £36,250
90th Percentile £53,250 - £71,250
Cambridgeshire median annual salary £45,000 £41,000 £43,000
% change year-on-year +9.76% -4.65% -9.47%

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 Peterborough with a requirement for process or methodology skills.

All Process and Methodology Skills
Peterborough
Permanent vacancies with a requirement for process or methodology skills 923 477 573
As % of all permanent IT jobs advertised in Peterborough 90.85% 88.33% 88.56%
Number of salaries quoted 402 353 456
Peterborough median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £23,500 £25,100 £24,000
90th Percentile £67,482 £60,000 £60,000
Cambridgeshire median annual salary £46,000 £45,000 £45,000
% change year-on-year +2.22% - +1.12%

ETL
Job Vacancy Trend in Peterborough

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

Job vacancy trend for ETL in Peterborough

ETL
Salary Trend in Peterborough

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

Salary trend for ETL in Peterborough

ETL
Salary Histogram in Peterborough

The salary distribution of IT jobs citing ETL in Peterborough over the 6 months to 21 August 2018.

Salary histogram for ETL in Peterborough

For the 6 months to 21 August 2018, 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 Peterborough region with a requirement for ETL.

1 31 (100.00%) SQL Server Integration Services
2 30 (96.77%) SQL Server
3 28 (90.32%) SQL Server Reporting Services
4 26 (83.87%) SQL Server Analysis Services
5 24 (77.42%) Microsoft
6 23 (74.19%) Data Warehouse
6 23 (74.19%) Business Intelligence
7 21 (67.74%) Cognos
7 21 (67.74%) Cognos Business Intelligence
7 21 (67.74%) Analytics
8 19 (61.29%) Cognos TM1
8 19 (61.29%) Data Integration
9 14 (45.16%) Microsoft Excel
10 12 (38.71%) Microsoft Azure
10 12 (38.71%) Azure Data Factory
11 11 (35.48%) Power BI
11 11 (35.48%) Microsoft Power View
11 11 (35.48%) PowerPivot
11 11 (35.48%) Talend
11 11 (35.48%) Informatica
11 11 (35.48%) BizTalk Server
11 11 (35.48%) Middleware
11 11 (35.48%) Data Modelling
12 10 (32.26%) Presales
12 10 (32.26%) Mentoring
13 9 (29.03%) Oracle SOA Suite
13 9 (29.03%) Hyperion
13 9 (29.03%) SOA
13 9 (29.03%) Oracle
14 7 (22.58%) SQL

ETL
Co-occurring IT Skills in Peterborough 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 11 (35.48%) BizTalk Server
2 9 (29.03%) Oracle SOA Suite
Applications
1 14 (45.16%) Microsoft Excel
Business Applications
1 21 (67.74%) Cognos Business Intelligence
2 19 (61.29%) Cognos TM1
3 1 (3.23%) Dynamics CRM
Cloud Services
1 12 (38.71%) Azure Data Factory
1 12 (38.71%) Microsoft Azure
2 2 (6.45%) Office 365
3 1 (3.23%) Dynamics 365
Database & Business Intelligence
1 31 (100.00%) SQL Server Integration Services
2 30 (96.77%) SQL Server
3 28 (90.32%) SQL Server Reporting Services
4 26 (83.87%) SQL Server Analysis Services
5 23 (74.19%) Data Warehouse
6 11 (35.48%) Microsoft Power View
6 11 (35.48%) Power BI
6 11 (35.48%) PowerPivot
7 5 (16.13%) Crystal Reports
8 3 (9.68%) SQL Server 2008
9 2 (6.45%) Relational Database
9 2 (6.45%) SQL Server 2012
9 2 (6.45%) SQL Server 2016
10 1 (3.23%) OLAP
10 1 (3.23%) WebFOCUS
General
1 4 (12.90%) Finance
2 2 (6.45%) Retail
Job Titles
1 12 (38.71%) Architect
2 11 (35.48%) Business Intelligence Architect
2 11 (35.48%) Business Intelligence Developer
2 11 (35.48%) Developer
3 10 (32.26%) Business Intelligence Consultant
3 10 (32.26%) Consultant
3 10 (32.26%) Microsoft BI Consultant
3 10 (32.26%) Microsoft Consultant
3 10 (32.26%) Technical Consultant
4 9 (29.03%) Report Developer
5 5 (16.13%) Administrator
6 4 (12.90%) DBA
6 4 (12.90%) SQL DBA
7 2 (6.45%) Business Architect
7 2 (6.45%) Data Engineer
7 2 (6.45%) SQL Server DBA
8 1 (3.23%) Data Administrator
8 1 (3.23%) Data Analyst
8 1 (3.23%) Data Manager
8 1 (3.23%) Junior Data Engineer
Libraries, Frameworks & Software Standards
1 11 (35.48%) Middleware
Miscellaneous
1 3 (9.68%) Data Structures
2 2 (6.45%) Analytical Skills
Operating Systems
1 2 (6.45%) Windows
Processes & Methodologies
1 23 (74.19%) Business Intelligence
2 21 (67.74%) Analytics
3 19 (61.29%) Data Integration
4 11 (35.48%) Data Modelling
5 10 (32.26%) Mentoring
5 10 (32.26%) Presales
6 9 (29.03%) SOA
7 5 (16.13%) Data Analysis
8 4 (12.90%) Performance Tuning
9 3 (9.68%) Operational Acceptance Testing
10 2 (6.45%) Business Analysis
10 2 (6.45%) Contract Management
10 2 (6.45%) Creative Thinking
10 2 (6.45%) Data Management
10 2 (6.45%) Data Privacy
10 2 (6.45%) Disaster Recovery
10 2 (6.45%) ERP
10 2 (6.45%) Performance Monitoring
10 2 (6.45%) Project Management
11 1 (3.23%) CRM
Programming Languages
1 7 (22.58%) SQL
2 5 (16.13%) T-SQL
Qualifications
1 3 (9.68%) MCP
Quality Assurance & Compliance
1 1 (3.23%) Data Quality
Vendors
1 24 (77.42%) Microsoft
2 21 (67.74%) Cognos
3 11 (35.48%) Informatica
3 11 (35.48%) Talend
4 9 (29.03%) Hyperion
4 9 (29.03%) Oracle