Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cambridgeshire > Peterborough
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 77 71 50
Rank change year-on-year -6 -21 +5
Permanent jobs citing ETL 30 4 14
As % of all permanent IT jobs advertised in Peterborough 3.37% 0.71% 2.39%
As % of the Processes & Methodologies category 3.74% 0.78% 2.73%
Number of salaries quoted 10 1 13
Peterborough median annual salary £45,000 £57,500 £40,000
Median salary % change year-on-year -21.74% +43.75% -11.11%
10th Percentile £39,125 £53,750 £35,650
90th Percentile £55,375 £61,250 £42,500
Cambridgeshire median annual salary £47,500 £32,500 £57,500
% change year-on-year +46.15% -43.48% +27.78%

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 803 513 512
As % of all permanent IT jobs advertised in Peterborough 90.22% 90.64% 87.37%
Number of salaries quoted 428 382 401
Peterborough median annual salary £41,000 £43,000 £42,500
Median salary % change year-on-year -4.65% +1.18% +6.25%
10th Percentile £25,000 £26,250 £24,750
90th Percentile £67,500 £59,750 £60,000
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +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 17 November 2018.

Salary histogram for ETL in Peterborough

For the 6 months to 17 November 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 29 (96.67%) SQL Server Integration Services
2 27 (90.00%) SQL Server Reporting Services
2 27 (90.00%) SQL Server
3 24 (80.00%) SQL Server Analysis Services
4 23 (76.67%) Business Intelligence
5 21 (70.00%) Microsoft
5 21 (70.00%) Data Warehouse
6 17 (56.67%) Cognos
7 16 (53.33%) Cognos Business Intelligence
7 16 (53.33%) Analytics
8 14 (46.67%) Data Integration
8 14 (46.67%) Cognos TM1
9 13 (43.33%) Microsoft Azure
10 12 (40.00%) Azure Data Factory
11 11 (36.67%) Presales
11 11 (36.67%) SQL
12 10 (33.33%) Microsoft Excel
12 10 (33.33%) Mentoring
13 8 (26.67%) Data Analysis
13 8 (26.67%) Power BI
14 7 (23.33%) PowerPivot
14 7 (23.33%) Data Modelling
15 6 (20.00%) Crystal Reports
15 6 (20.00%) T-SQL
15 6 (20.00%) Informatica
15 6 (20.00%) BizTalk Server
15 6 (20.00%) Middleware
15 6 (20.00%) SQL Server 2008
15 6 (20.00%) Talend
15 6 (20.00%) Microsoft Power View

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 6 (20.00%) BizTalk Server
2 4 (13.33%) Oracle SOA Suite
3 1 (3.33%) SharePoint
Applications
1 10 (33.33%) Microsoft Excel
Business Applications
1 16 (53.33%) Cognos Business Intelligence
2 14 (46.67%) Cognos TM1
3 2 (6.67%) Dynamics CRM
4 1 (3.33%) Dynamics AX
Cloud Services
1 13 (43.33%) Microsoft Azure
2 12 (40.00%) Azure Data Factory
3 2 (6.67%) Dynamics 365
3 2 (6.67%) Office 365
Database & Business Intelligence
1 29 (96.67%) SQL Server Integration Services
2 27 (90.00%) SQL Server
2 27 (90.00%) SQL Server Reporting Services
3 24 (80.00%) SQL Server Analysis Services
4 21 (70.00%) Data Warehouse
5 8 (26.67%) Power BI
6 7 (23.33%) PowerPivot
7 6 (20.00%) Crystal Reports
7 6 (20.00%) Microsoft Power View
7 6 (20.00%) SQL Server 2008
8 2 (6.67%) Microsoft Analysis Services
8 2 (6.67%) SQL Server 2012
8 2 (6.67%) SQL Server 2016
9 1 (3.33%) OLAP
Development Applications
1 1 (3.33%) SQL Server Management Studio (SSMS)
General
1 3 (10.00%) Finance
2 2 (6.67%) Manufacturing
2 2 (6.67%) Retail
Job Titles
1 11 (36.67%) Business Intelligence Consultant
1 11 (36.67%) Consultant
2 10 (33.33%) Microsoft BI Consultant
2 10 (33.33%) Microsoft Consultant
2 10 (33.33%) Technical Consultant
3 9 (30.00%) Business Intelligence Developer
3 9 (30.00%) Developer
4 8 (26.67%) Architect
5 7 (23.33%) Business Intelligence Architect
6 6 (20.00%) Administrator
7 5 (16.67%) DBA
7 5 (16.67%) SQL DBA
8 4 (13.33%) Report Developer
9 2 (6.67%) Analyst
9 2 (6.67%) Business Architect
9 2 (6.67%) Data Architect
9 2 (6.67%) SQL Server DBA
10 1 (3.33%) Business Consultant
10 1 (3.33%) Database Developer
10 1 (3.33%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (20.00%) Middleware
Miscellaneous
1 4 (13.33%) Data Structures
2 1 (3.33%) Self-Motivation
Operating Systems
1 2 (6.67%) Windows
Processes & Methodologies
1 23 (76.67%) Business Intelligence
2 16 (53.33%) Analytics
3 14 (46.67%) Data Integration
4 11 (36.67%) Presales
5 10 (33.33%) Mentoring
6 8 (26.67%) Data Analysis
7 7 (23.33%) Data Modelling
8 4 (13.33%) Operational Acceptance Testing
8 4 (13.33%) SOA
9 3 (10.00%) Business Analysis
9 3 (10.00%) ERP
10 2 (6.67%) CRM
10 2 (6.67%) Data Management
10 2 (6.67%) Data Privacy
10 2 (6.67%) Disaster Recovery
10 2 (6.67%) E-Commerce
10 2 (6.67%) Master Data Management
10 2 (6.67%) Performance Monitoring
10 2 (6.67%) Performance Tuning
10 2 (6.67%) Project Management
Programming Languages
1 11 (36.67%) SQL
2 6 (20.00%) T-SQL
3 1 (3.33%) Data Analysis Expressions (DAX)
Qualifications
1 4 (13.33%) MCP
Quality Assurance & Compliance
1 2 (6.67%) Data Quality
Vendors
1 21 (70.00%) Microsoft
2 17 (56.67%) Cognos
3 6 (20.00%) Informatica
3 6 (20.00%) Talend
4 4 (13.33%) Hyperion
4 4 (13.33%) Oracle
5 1 (3.33%) JD Edwards
5 1 (3.33%) Tableau