Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
Cambridgeshire > Cambridge
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 172 120 142
Rank change year-on-year -52 +22 +23
Permanent jobs citing Data Warehouse 6 27 21
As % of all permanent IT jobs advertised in Cambridge 0.20% 1.18% 0.73%
As % of the Database & Business Intelligence category 0.85% 4.60% 2.76%
Number of salaries quoted 2 25 17
Cambridge median annual salary £85,000 £57,500 £50,000
Median salary % change year-on-year +47.83% +15.00% +11.11%
Cambridgeshire median annual salary £65,000 £50,000 £45,000
% change year-on-year +30.00% +11.11% +5.88%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Permanent vacancies with a requirement for database or business intelligence skills 707 587 760
As % of all permanent IT jobs advertised in Cambridge 23.33% 25.71% 26.45%
Number of salaries quoted 557 477 698
Cambridge median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +3.66%
10th Percentile £30,000 £27,500 £30,000
90th Percentile £65,000 £65,000 £55,000
Cambridgeshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Data Warehouse
Job Vacancy Trend in Cambridge

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Warehouse in Cambridge

Data Warehouse
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Cambridge.

Salary trend for Data Warehouse in Cambridge

For the 6 months to 18 November 2017, IT jobs citing Data Warehouse 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 Cambridge region with a requirement for Data Warehouse.

1 6 (100.00%) ETL
2 5 (83.33%) Linux
3 4 (66.67%) Python
3 4 (66.67%) Data Modelling
3 4 (66.67%) SQL
3 4 (66.67%) Hadoop
3 4 (66.67%) Big Data
4 3 (50.00%) Amazon AWS
4 3 (50.00%) Scala
4 3 (50.00%) Java
5 2 (33.33%) Perl
5 2 (33.33%) Data Mining
5 2 (33.33%) Oracle
5 2 (33.33%) RDBMS
5 2 (33.33%) Games
5 2 (33.33%) Agile Software Development
5 2 (33.33%) Ruby
5 2 (33.33%) Google
5 2 (33.33%) Unix
5 2 (33.33%) Bash Shell
5 2 (33.33%) Predictive Analytics
5 2 (33.33%) Analytics
5 2 (33.33%) Apache Cassandra
5 2 (33.33%) Relational Database
5 2 (33.33%) Data Engineering
5 2 (33.33%) Analytical Skills
5 2 (33.33%) Machine Learning
6 1 (16.67%) Failover Clustering
6 1 (16.67%) SAP MDG
6 1 (16.67%) Computer Science Degree

Data Warehouse
Co-occurring IT Skills in Cambridge 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 (16.67%) Apache Pig
1 1 (16.67%) Apache Solr
1 1 (16.67%) Apache Spark
1 1 (16.67%) Elasticsearch
Business Applications
1 1 (16.67%) SAP MDG
1 1 (16.67%) SAP MDM
Cloud Services
1 3 (50.00%) Amazon AWS
Database & Business Intelligence
1 4 (66.67%) Big Data
1 4 (66.67%) Hadoop
2 2 (33.33%) Apache Cassandra
2 2 (33.33%) Data Mining
2 2 (33.33%) RDBMS
2 2 (33.33%) Relational Database
3 1 (16.67%) Amazon Aurora
3 1 (16.67%) Amazon RDS
3 1 (16.67%) Amazon Redshift
3 1 (16.67%) BusinessObjects
3 1 (16.67%) Data Mart
3 1 (16.67%) Flink
3 1 (16.67%) HBase
3 1 (16.67%) MySQL
3 1 (16.67%) NoSQL
3 1 (16.67%) Oracle BI EE
3 1 (16.67%) PostgreSQL
3 1 (16.67%) PowerCenter
3 1 (16.67%) Redis
3 1 (16.67%) Spotfire
Development Applications
1 1 (16.67%) ERwin
1 1 (16.67%) Talend Open Studio
General
1 2 (33.33%) Games
2 1 (16.67%) Finance
Job Titles
1 2 (33.33%) Architect
1 2 (33.33%) Data Engineer
1 2 (33.33%) Senior Data Engineer
2 1 (16.67%) Administrator
2 1 (16.67%) Business Intelligence Architect
2 1 (16.67%) Data Architect
2 1 (16.67%) Database Engineer
2 1 (16.67%) Developer
2 1 (16.67%) DevOps Engineer
2 1 (16.67%) Hadoop Administrator
2 1 (16.67%) Hadoop Developer
2 1 (16.67%) Information Architect
Libraries, Frameworks & Software Standards
1 1 (16.67%) DBIx::Class
1 1 (16.67%) Kafka
1 1 (16.67%) Lucene
1 1 (16.67%) SQLAlchemy
1 1 (16.67%) Web Services
1 1 (16.67%) Xapian
Miscellaneous
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Computer Science
2 1 (16.67%) Data Structures
2 1 (16.67%) Life Science
Operating Systems
1 5 (83.33%) Linux
2 2 (33.33%) Unix
Processes & Methodologies
1 6 (100.00%) ETL
2 4 (66.67%) Data Modelling
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Analytics
3 2 (33.33%) Data Engineering
3 2 (33.33%) Machine Learning
3 2 (33.33%) Predictive Analytics
4 1 (16.67%) Business Intelligence
4 1 (16.67%) Data Architecture
4 1 (16.67%) Data Management
4 1 (16.67%) Database Tuning
4 1 (16.67%) DevOps
4 1 (16.67%) High Availability
4 1 (16.67%) Information Architecture
4 1 (16.67%) Logical Data Model
4 1 (16.67%) Master Data Management
4 1 (16.67%) Performance Engineering
4 1 (16.67%) Performance Tuning
4 1 (16.67%) Physical Data Model
4 1 (16.67%) Statistics
Programming Languages
1 4 (66.67%) Python
1 4 (66.67%) SQL
2 3 (50.00%) Java
2 3 (50.00%) Scala
3 2 (33.33%) Bash Shell
3 2 (33.33%) Perl
3 2 (33.33%) Ruby
4 1 (16.67%) PL/SQL
4 1 (16.67%) T-SQL
Qualifications
1 1 (16.67%) Computer Science Degree
1 1 (16.67%) Degree
System Software
1 1 (16.67%) HDFS
1 1 (16.67%) Oracle RAC
Systems Management
1 1 (16.67%) Ansible
1 1 (16.67%) Failover Clustering
1 1 (16.67%) Oozie
1 1 (16.67%) Packer
Vendors
1 2 (33.33%) Google
1 2 (33.33%) Oracle
2 1 (16.67%) Informatica
2 1 (16.67%) SAP
2 1 (16.67%) Talend