Period
to 16 December 2017

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analytics over the 6 months to 16 December 2017 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.

Data Analytics
East of England > Hertfordshire
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 79 80 97
Rank change year-on-year +1 +17 +6
Contract jobs citing Data Analytics 20 17 3
As % of all contract IT jobs advertised in Hertfordshire 1.26% 1.19% 0.19%
As % of the Processes & Methodologies category 1.55% 1.55% 0.26%
Number of daily rates quoted 9 10 0
Hertfordshire median daily rate £475 £291 -
Median daily rate % change year-on-year +63.09% - -
East of England median daily rate £523 £350 £458
% change year-on-year +49.29% -23.50% +1.67%
Number of hourly rates quoted 0 0 0
Hertfordshire median hourly rate - - -
East of England median hourly rate - £45.00 £36.00
% change year-on-year - +25.00% -

Data 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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Contract vacancies with a requirement for process or methodology skills 1290 1099 1165
As % of all contract IT jobs advertised in Hertfordshire 81.03% 76.64% 75.36%
Number of daily rates quoted 656 628 588
Hertfordshire median daily rate £400 £414 £413
Median daily rate % change year-on-year -3.32% +0.30% +10.00%
10th Percentile £213 £219 £225
90th Percentile £575 £550 £575
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +3.23%
Number of hourly rates quoted 57 55 93
Hertfordshire median hourly rate £21.28 £42.20 £21.00
Median hourly rate % change year-on-year -49.59% +100.95% +29.63%
10th Percentile £13.00 £10.00 £10.10
90th Percentile £47.25 £53.75 £41.50
East of England median hourly rate £37.00 £32.40 £25.00
% change year-on-year +14.20% +29.60% +3.65%

Data Analytics
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Analytics in Hertfordshire

Data Analytics
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Data Analytics in Hertfordshire

Data Analytics
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing Data Analytics in Hertfordshire over the 6 months to 16 December 2017.

Contractor daily rate histogram for Data Analytics in Hertfordshire

Data Analytics
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analytics within the Hertfordshire region over the 6 months to 16 December 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Welwyn Garden City +6 12 £463 +65.92%
Watford - 5 - -
Data Analytics
East of England

For the 6 months to 16 December 2017, IT contractor jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Hertfordshire region with a requirement for Data Analytics.

1 20 (100.00%) Analytics
2 10 (50.00%) SQL
2 10 (50.00%) Business Intelligence
3 9 (45.00%) Data Warehouse
4 7 (35.00%) Data Modelling
4 7 (35.00%) Workflow
4 7 (35.00%) Finance
5 6 (30.00%) CRM
5 6 (30.00%) Project Management
5 6 (30.00%) Microsoft
5 6 (30.00%) Salesforce.com
6 5 (25.00%) Validation
6 5 (25.00%) Stakeholder Management
6 5 (25.00%) Python
6 5 (25.00%) Amazon AWS
6 5 (25.00%) Tableau
6 5 (25.00%) Continuous Improvement
6 5 (25.00%) Analytical Skills
6 5 (25.00%) People Management
6 5 (25.00%) Data Strategy
7 4 (20.00%) Dashboard Development
7 4 (20.00%) Qlik Sense
7 4 (20.00%) Power BI
7 4 (20.00%) Data Quality
7 4 (20.00%) Alteryx
7 4 (20.00%) Publishing
7 4 (20.00%) R
7 4 (20.00%) Workflow Management
7 4 (20.00%) Data Cleansing
7 4 (20.00%) Data Extraction

Data Analytics
Co-occurring IT Skills in Hertfordshire 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 3 (15.00%) Apache Spark
2 1 (5.00%) SharePoint
2 1 (5.00%) SharePoint 2013
Applications
1 2 (10.00%) Microsoft Excel
2 1 (5.00%) Microsoft Office
Business Applications
1 1 (5.00%) Payment Gateway
Cloud Services
1 5 (25.00%) Amazon AWS
2 2 (10.00%) Amazon Kinesis
2 2 (10.00%) AWS Lambda
2 2 (10.00%) PaaS
2 2 (10.00%) Serverless
3 1 (5.00%) Amazon EC2
3 1 (5.00%) AWS CloudFormation
3 1 (5.00%) AWS Elastic Beanstalk
3 1 (5.00%) Microsoft Azure
3 1 (5.00%) Office 365
Communications & Networking
1 1 (5.00%) Internet
Database & Business Intelligence
1 9 (45.00%) Data Warehouse
2 4 (20.00%) Power BI
2 4 (20.00%) Qlik Sense
3 3 (15.00%) Apache Cassandra
3 3 (15.00%) Big Data
3 3 (15.00%) NoSQL
4 2 (10.00%) Amazon Redshift
5 1 (5.00%) QlikView
Development Applications
1 2 (10.00%) Jenkins
2 1 (5.00%) Team Foundation Server
2 1 (5.00%) Visual Studio
2 1 (5.00%) Visual Studio Code
2 1 (5.00%) Visual Studio Team System
General
1 7 (35.00%) Finance
2 4 (20.00%) Publishing
3 3 (15.00%) Retail
4 1 (5.00%) Banking
4 1 (5.00%) Games
4 1 (5.00%) Legal
Job Titles
1 8 (40.00%) Developer
2 3 (15.00%) Database Developer
3 2 (10.00%) Consultant
3 2 (10.00%) Designer
3 2 (10.00%) UX Designer
4 1 (5.00%) Administrator
4 1 (5.00%) Analyst
4 1 (5.00%) AWS Consultant
4 1 (5.00%) Azure Consultant
4 1 (5.00%) Data Analyst
4 1 (5.00%) Data Insight Analyst
4 1 (5.00%) Digital UX Designer
4 1 (5.00%) Insight Data Analyst
4 1 (5.00%) Lead Developer
4 1 (5.00%) Project Administrator
4 1 (5.00%) Project Manager
4 1 (5.00%) Salesforce Administrator
4 1 (5.00%) Salesforce Project Manager
4 1 (5.00%) SharePoint Developer
4 1 (5.00%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 3 (15.00%) RESTful
1 3 (15.00%) Spark Streaming
1 3 (15.00%) Spring Cloud
1 3 (15.00%) Web Services
2 1 (5.00%) .NET
2 1 (5.00%) ASP.NET
2 1 (5.00%) CAML
2 1 (5.00%) CSS
2 1 (5.00%) jQuery
2 1 (5.00%) REST
Miscellaneous
1 5 (25.00%) Analytical Skills
2 2 (10.00%) User Experience
3 1 (5.00%) Management Information System
Processes & Methodologies
1 20 (100.00%) Analytics
2 10 (50.00%) Business Intelligence
3 7 (35.00%) Data Modelling
3 7 (35.00%) Workflow
4 6 (30.00%) CRM
4 6 (30.00%) Project Management
5 5 (25.00%) Continuous Improvement
5 5 (25.00%) Data Strategy
5 5 (25.00%) People Management
5 5 (25.00%) Stakeholder Management
5 5 (25.00%) Validation
6 4 (20.00%) Dashboard Development
6 4 (20.00%) Data Cleansing
6 4 (20.00%) Data Extraction
6 4 (20.00%) ETL
6 4 (20.00%) Workflow Management
7 3 (15.00%) Agile Software Development
7 3 (15.00%) Continuous Integration
7 3 (15.00%) Microservices
7 3 (15.00%) TDD
Programming Languages
1 10 (50.00%) SQL
2 5 (25.00%) Python
3 4 (20.00%) R
4 2 (10.00%) PowerShell
5 1 (5.00%) C#
5 1 (5.00%) JavaScript
5 1 (5.00%) VBA
Qualifications
1 1 (5.00%) Degree
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
1 4 (20.00%) QA
2 1 (5.00%) PMO
2 1 (5.00%) SLA
Systems Management
1 2 (10.00%) Ansible
1 2 (10.00%) Opscode Chef
1 2 (10.00%) Puppet
1 2 (10.00%) Terraform
Vendors
1 6 (30.00%) Microsoft
1 6 (30.00%) Salesforce.com
2 5 (25.00%) Tableau
3 4 (20.00%) Alteryx
4 2 (10.00%) Omniture
5 1 (5.00%) Nintex
5 1 (5.00%) Optimizely
5 1 (5.00%) PayPal
5 1 (5.00%) Teradata