Period
to 25 April 2019

The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 25 April 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
Cambridgeshire > Cambridge
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 32 44 37
Rank change year-on-year +12 -7 +20
Contract jobs citing Analytics 34 11 25
As % of all contract IT jobs advertised in Cambridge 4.97% 2.04% 3.72%
As % of the Processes & Methodologies category 5.77% 2.36% 4.30%
Number of daily rates quoted 16 5 15
Cambridge median daily rate £550 £438 £550
Median daily rate % change year-on-year +25.71% -20.45% +39.68%
10th Percentile £315 £405 £396
90th Percentile £625 £475 £645
Cambridgeshire median daily rate £538 £438 £525
% change year-on-year +22.86% -16.67% +35.48%
Number of hourly rates quoted 5 0 0
Cambridge median hourly rate £9.80 - -
Cambridgeshire median hourly rate £9.80 - -

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Contract vacancies with a requirement for process or methodology skills 589 466 581
As % of all contract IT jobs advertised in Cambridge 86.11% 86.62% 86.46%
Number of daily rates quoted 351 257 276
Cambridge median daily rate £445 £420 £375
Median daily rate % change year-on-year +5.95% +12.00% -9.09%
10th Percentile £263 £275 £205
90th Percentile £613 £563 £550
Cambridgeshire median daily rate £448 £425 £375
% change year-on-year +5.29% +13.33% -9.09%
Number of hourly rates quoted 41 40 94
Cambridge median hourly rate £42.50 £41.25 £35.88
Median hourly rate % change year-on-year +3.03% +14.98% -10.59%
10th Percentile £12.25 £11.35 £12.15
90th Percentile £52.50 £50.03 £47.50
Cambridgeshire median hourly rate £17.00 £20.50 £33.50
% change year-on-year -17.07% -38.81% -10.67%

Analytics
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Analytics in Cambridge

Analytics
Contractor Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Cambridge.

Contractor daily rate trend for Analytics in Cambridge

Analytics
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Analytics in Cambridge over the 6 months to 25 April 2019.

Contractor daily rate histogram for Analytics in Cambridge

Analytics
Contractor Hourly Rate Trend in Cambridge

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Cambridge.

Contractor hourly rate trend for Analytics in Cambridge

For the 6 months to 25 April 2019, IT contractor jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridge region with a requirement for Analytics.

1 13 (38.24%) SQL
1 13 (38.24%) Agile Software Development
1 13 (38.24%) Visualisation
1 13 (38.24%) Analytical Skills
1 13 (38.24%) Algorithms
2 12 (35.29%) Data Analysis
2 12 (35.29%) Unix
3 11 (32.35%) Bioinformatics
3 11 (32.35%) Data Analytics
4 10 (29.41%) Big Data
4 10 (29.41%) Degree
4 10 (29.41%) Python
5 9 (26.47%) Pharmaceutical
5 9 (26.47%) JIRA
5 9 (26.47%) Amazon S3
5 9 (26.47%) Data Quality
5 9 (26.47%) GitHub
5 9 (26.47%) Master's Degree
6 8 (23.53%) Amazon AWS
6 8 (23.53%) Confluence
6 8 (23.53%) Statistics
6 8 (23.53%) Informatics
6 8 (23.53%) Project Management
6 8 (23.53%) Linux
7 7 (20.59%) Java
7 7 (20.59%) PhD
7 7 (20.59%) Data Warehouse
7 7 (20.59%) ETL
7 7 (20.59%) Computer Science
7 7 (20.59%) Artificial Intelligence

Analytics
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 8 (23.53%) Confluence
2 6 (17.65%) Apache Spark
3 3 (8.82%) Apache Solr
3 3 (8.82%) Elasticsearch
3 3 (8.82%) SharePoint
4 2 (5.88%) SAS
Applications
1 5 (14.71%) MS Visio
2 2 (5.88%) Microsoft Excel
Cloud Services
1 9 (26.47%) Amazon S3
1 9 (26.47%) GitHub
2 8 (23.53%) Amazon AWS
3 6 (17.65%) Google Cloud Platform
4 5 (14.71%) Amazon Glacier
5 4 (11.76%) Amazon EMR
6 3 (8.82%) Amazon SQS
Database & Business Intelligence
1 10 (29.41%) Big Data
2 7 (20.59%) Data Warehouse
3 6 (17.65%) Apache Hive
3 6 (17.65%) PostgreSQL
4 5 (14.71%) Amazon RDS
5 4 (11.76%) Amazon Redshift
5 4 (11.76%) Data Lake
5 4 (11.76%) Hadoop
6 3 (8.82%) MySQL
6 3 (8.82%) NoSQL
6 3 (8.82%) Oracle BI EE
7 2 (5.88%) Apache Cassandra
7 2 (5.88%) Data Mining
7 2 (5.88%) HBase
7 2 (5.88%) MongoDB
7 2 (5.88%) Sqoop
8 1 (2.94%) Amazon Aurora
8 1 (2.94%) Electronic Patient Records
8 1 (2.94%) Essbase
8 1 (2.94%) Oracle Database
Development Applications
1 9 (26.47%) JIRA
2 5 (14.71%) ERwin
3 4 (11.76%) Bitbucket
4 3 (8.82%) ER Studio
5 1 (2.94%) Git (software)
5 1 (2.94%) GitLab
5 1 (2.94%) Subversion
5 1 (2.94%) Visual Studio
General
1 9 (26.47%) Pharmaceutical
2 4 (11.76%) Finance
3 1 (2.94%) Publishing
Job Titles
1 8 (23.53%) Analyst
2 5 (14.71%) Data Analyst
2 5 (14.71%) Data Engineer
2 5 (14.71%) Developer
3 4 (11.76%) Architect
4 3 (8.82%) Business Analyst
4 3 (8.82%) Data Architect
4 3 (8.82%) Elasticsearch Engineer
4 3 (8.82%) Java Developer
5 2 (5.88%) Data Scientist
5 2 (5.88%) Information Architect
6 1 (2.94%) Big Data Engineer
6 1 (2.94%) Data Modeller
6 1 (2.94%) ETL Specialist
6 1 (2.94%) Operations Analyst
6 1 (2.94%) Operations Business Analyst
6 1 (2.94%) Project Analyst
6 1 (2.94%) Python Developer
6 1 (2.94%) Report Specialist
6 1 (2.94%) Service Analyst
Libraries, Frameworks & Software Standards
1 5 (14.71%) Web Services
2 3 (8.82%) Lucene
2 3 (8.82%) Node.js
2 3 (8.82%) Sphinx
3 2 (5.88%) Kafka
3 2 (5.88%) Natural Language Processing
4 1 (2.94%) Apache Camel
4 1 (2.94%) Middleware
4 1 (2.94%) Oracle Fusion
4 1 (2.94%) REST
4 1 (2.94%) SOAP
4 1 (2.94%) WS-I
Miscellaneous
1 13 (38.24%) Algorithms
1 13 (38.24%) Analytical Skills
2 5 (14.71%) Management Information System
3 2 (5.88%) Life Science
3 2 (5.88%) User Experience
4 1 (2.94%) Greenfield Project
Operating Systems
1 12 (35.29%) Unix
2 8 (23.53%) Linux
3 2 (5.88%) Solaris
3 2 (5.88%) Windows
Processes & Methodologies
1 13 (38.24%) Agile Software Development
1 13 (38.24%) Visualisation
2 12 (35.29%) Data Analysis
3 11 (32.35%) Bioinformatics
3 11 (32.35%) Data Analytics
4 8 (23.53%) Informatics
4 8 (23.53%) Project Management
4 8 (23.53%) Statistics
5 7 (20.59%) Artificial Intelligence
5 7 (20.59%) Computer Science
5 7 (20.59%) ETL
5 7 (20.59%) Machine Learning
6 6 (17.65%) SDLC
7 5 (14.71%) Continuous Delivery
7 5 (14.71%) Continuous Integration
7 5 (14.71%) Data Architecture
7 5 (14.71%) Data Ingestion
7 5 (14.71%) Memory Management
7 5 (14.71%) Problem-Solving
7 5 (14.71%) Technical Leadership
Programming Languages
1 13 (38.24%) SQL
2 10 (29.41%) Python
3 7 (20.59%) Java
4 5 (14.71%) Shell Script
5 4 (11.76%) C
5 4 (11.76%) R
6 3 (8.82%) C++
6 3 (8.82%) Perl
7 2 (5.88%) MATLAB
8 1 (2.94%) C#
8 1 (2.94%) Fortran
8 1 (2.94%) VBA
Qualifications
1 10 (29.41%) Degree
2 9 (26.47%) Master's Degree
3 7 (20.59%) PhD
4 1 (2.94%) IIBA
Quality Assurance & Compliance
1 9 (26.47%) Data Quality
2 6 (17.65%) QA
3 1 (2.94%) GCP
System Software
1 5 (14.71%) Slurm Workload Manager
2 3 (8.82%) Docker
3 2 (5.88%) Apache Flume
Systems Management
1 3 (8.82%) Kubernetes
Vendors
1 4 (11.76%) Google
2 3 (8.82%) Embarcadero
3 2 (5.88%) Hortonworks
3 2 (5.88%) MicroStrategy
3 2 (5.88%) Oracle
4 1 (2.94%) Microsoft
4 1 (2.94%) Salesforce.com
4 1 (2.94%) SAP
4 1 (2.94%) Tableau
4 1 (2.94%) Talend
4 1 (2.94%) TIBCO