Period
to 15 December 2018

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 15 December 2018 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
15 Dec 2018
Same period 2017 Same period 2016
Rank 41 57 36
Rank change year-on-year +16 -21 +29
Contract jobs citing Analytics 29 6 19
As % of all contract IT jobs advertised in Cambridge 4.01% 0.87% 2.96%
As % of the Processes & Methodologies category 4.57% 1.01% 3.51%
Number of daily rates quoted 19 2 14
Cambridge median daily rate £575 £288 £550
Median daily rate % change year-on-year +100.00% -47.73% +30.18%
10th Percentile £414 £281 £365
90th Percentile £626 £294 £638
Cambridgeshire median daily rate £575 £288 £550
% change year-on-year +100.00% -47.73% +22.56%
Number of hourly rates quoted 0 1 0
Cambridge median hourly rate - £22.70 -
Cambridgeshire median hourly rate - £28.60 -

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 634 593 541
As % of all contract IT jobs advertised in Cambridge 87.69% 86.44% 84.27%
Number of daily rates quoted 338 337 265
Cambridge median daily rate £428 £390 £400
Median daily rate % change year-on-year +9.62% -2.50% +3.23%
10th Percentile £284 £263 £241
90th Percentile £576 £575 £550
Cambridgeshire median daily rate £425 £388 £375
% change year-on-year +9.68% +3.33% -2.60%
Number of hourly rates quoted 52 78 64
Cambridge median hourly rate £42.50 £41.00 £37.50
Median hourly rate % change year-on-year +3.66% +9.33% -2.60%
10th Percentile £17.50 £17.09 £12.53
90th Percentile £52.50 £52.88 £47.50
Cambridgeshire median hourly rate £32.50 £40.00 £36.25
% change year-on-year -18.75% +10.34% +107.14%

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 15 December 2018.

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 15 December 2018, 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 11 (37.93%) Visualisation
2 10 (34.48%) Hadoop
2 10 (34.48%) Amazon AWS
2 10 (34.48%) PostgreSQL
3 9 (31.03%) Amazon Redshift
3 9 (31.03%) Analytical Skills
3 9 (31.03%) Amazon Aurora
4 8 (27.59%) Amazon EMR
4 8 (27.59%) Apache Hive
4 8 (27.59%) Agile Software Development
4 8 (27.59%) MySQL
4 8 (27.59%) ETL
4 8 (27.59%) Business Intelligence
5 7 (24.14%) Amazon S3
5 7 (24.14%) NoSQL
6 6 (20.69%) Finance
6 6 (20.69%) Apache Spark
7 5 (17.24%) Kubernetes
7 5 (17.24%) Pharmaceutical
7 5 (17.24%) Business Analysis
7 5 (17.24%) MicroStrategy
7 5 (17.24%) SQL
7 5 (17.24%) Web Services
7 5 (17.24%) Computer Science
7 5 (17.24%) Docker
7 5 (17.24%) Talend
7 5 (17.24%) Data Analytics
8 4 (13.79%) Big Data
8 4 (13.79%) Data Integration
8 4 (13.79%) Node.js

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 6 (20.69%) Apache Spark
2 3 (10.34%) Apache Solr
2 3 (10.34%) Elasticsearch
3 1 (3.45%) Cloud Foundry
3 1 (3.45%) IBM Domino
3 1 (3.45%) OpenStack
3 1 (3.45%) SAS
3 1 (3.45%) SharePoint
Applications
1 1 (3.45%) Microsoft Excel
1 1 (3.45%) Microsoft Office
1 1 (3.45%) Microsoft PowerPoint
Business Applications
1 1 (3.45%) SAP HR
Cloud Services
1 10 (34.48%) Amazon AWS
2 8 (27.59%) Amazon EMR
3 7 (24.14%) Amazon S3
4 2 (6.90%) Amazon SQS
4 2 (6.90%) SuccessFactors
5 1 (3.45%) GitHub
Database & Business Intelligence
1 10 (34.48%) Hadoop
1 10 (34.48%) PostgreSQL
2 9 (31.03%) Amazon Aurora
2 9 (31.03%) Amazon Redshift
3 8 (27.59%) Apache Hive
3 8 (27.59%) MySQL
4 7 (24.14%) NoSQL
5 4 (13.79%) Big Data
6 3 (10.34%) Data Warehouse
7 2 (6.90%) OLAP
7 2 (6.90%) Oracle BI EE
8 1 (3.45%) Apache Cassandra
8 1 (3.45%) Data Lake
8 1 (3.45%) Essbase
8 1 (3.45%) Flink
8 1 (3.45%) OLTP
8 1 (3.45%) Oracle Reports
8 1 (3.45%) Redis
8 1 (3.45%) Relational Database
8 1 (3.45%) Scylla
Development Applications
1 4 (13.79%) GitLab
2 1 (3.45%) Atlassian Bamboo
2 1 (3.45%) Jenkins
2 1 (3.45%) TeamCity
2 1 (3.45%) Vagrant
2 1 (3.45%) Visual Studio
General
1 6 (20.69%) Finance
2 5 (17.24%) Pharmaceutical
3 4 (13.79%) Publishing
4 1 (3.45%) Banking
4 1 (3.45%) Telecoms
Job Titles
1 12 (41.38%) Data Engineer
2 10 (34.48%) Analyst
3 6 (20.69%) Business Analyst
4 4 (13.79%) Data Analytics Engineer
5 3 (10.34%) AWS Engineer
5 3 (10.34%) Developer
5 3 (10.34%) Elasticsearch Engineer
5 3 (10.34%) Senior Data Engineer
6 2 (6.90%) Data Analyst
6 2 (6.90%) Report Analyst
6 2 (6.90%) Risk Analyst
6 2 (6.90%) Risk Business Analyst
7 1 (3.45%) Business Development Analyst
7 1 (3.45%) Cloud Developer
7 1 (3.45%) Development Analyst
7 1 (3.45%) HR Analyst
7 1 (3.45%) HR Business Analyst
7 1 (3.45%) IT Engineer
7 1 (3.45%) ITSM Analyst
7 1 (3.45%) Tableau Specialist
Libraries, Frameworks & Software Standards
1 5 (17.24%) Web Services
2 4 (13.79%) Apache Camel
2 4 (13.79%) Node.js
2 4 (13.79%) REST
2 4 (13.79%) SOAP
3 3 (10.34%) Lucene
3 3 (10.34%) Sphinx
4 1 (3.45%) AngularJS
4 1 (3.45%) Django
4 1 (3.45%) EDI
4 1 (3.45%) Flask
4 1 (3.45%) Middleware
4 1 (3.45%) Oracle Fusion
4 1 (3.45%) RabbitMQ
4 1 (3.45%) React
4 1 (3.45%) RESTful
4 1 (3.45%) XML
Miscellaneous
1 9 (31.03%) Analytical Skills
2 1 (3.45%) Algorithms
2 1 (3.45%) Client/Server
2 1 (3.45%) Credit Risk
2 1 (3.45%) Data Centre
2 1 (3.45%) Data Structures
2 1 (3.45%) Enterprise Cloud
2 1 (3.45%) Enterprise Software
2 1 (3.45%) Market Risk
2 1 (3.45%) Taxonomies
2 1 (3.45%) Virtual Team
Operating Systems
1 1 (3.45%) Unix
Processes & Methodologies
1 11 (37.93%) Visualisation
2 8 (27.59%) Agile Software Development
2 8 (27.59%) Business Intelligence
2 8 (27.59%) ETL
3 5 (17.24%) Business Analysis
3 5 (17.24%) Computer Science
3 5 (17.24%) Data Analytics
4 4 (13.79%) Data Integration
4 4 (13.79%) Data Management
4 4 (13.79%) Software Engineering
4 4 (13.79%) Technical Leadership
5 3 (10.34%) Data Ingestion
5 3 (10.34%) Data Visualisation
6 2 (6.90%) Data Analysis
6 2 (6.90%) Information Architecture
6 2 (6.90%) ITIL V3
6 2 (6.90%) MapReduce
6 2 (6.90%) Process Improvement
6 2 (6.90%) Scrum
6 2 (6.90%) Service Management
Programming Languages
1 5 (17.24%) SQL
2 2 (6.90%) C#
2 2 (6.90%) Java
2 2 (6.90%) JavaScript
2 2 (6.90%) Perl
2 2 (6.90%) Python
3 1 (3.45%) ES6
3 1 (3.45%) Go
3 1 (3.45%) PL/SQL
3 1 (3.45%) Scala
Qualifications
1 2 (6.90%) Computer Science Degree
1 2 (6.90%) Degree
2 1 (3.45%) CSQA
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
System Software
1 5 (17.24%) Docker
Systems Management
1 5 (17.24%) Kubernetes
2 1 (3.45%) Mesos
Vendors
1 5 (17.24%) MicroStrategy
1 5 (17.24%) Talend
2 3 (10.34%) Oracle
3 2 (6.90%) SAP
3 2 (6.90%) ServiceNow
3 2 (6.90%) Tableau
4 1 (3.45%) Databricks
4 1 (3.45%) Dataiku
4 1 (3.45%) Hyperion
4 1 (3.45%) Infor
4 1 (3.45%) JD Edwards
4 1 (3.45%) Microsoft
4 1 (3.45%) Workday