Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 24 November 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 Analysis
East of England > Hertfordshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 81 69 96
Rank change year-on-year -12 +27 -16
Contract jobs citing Data Analysis 26 31 8
As % of all contract IT jobs advertised in Hertfordshire 1.63% 2.23% 0.50%
As % of the Processes & Methodologies category 2.03% 2.90% 0.66%
Number of daily rates quoted 8 20 3
Hertfordshire median daily rate £400 £300 £375
Median daily rate % change year-on-year +33.33% -20.00% +1.01%
10th Percentile £285 £110 £233
90th Percentile £459 £526 £458
East of England median daily rate £400 £300 £388
% change year-on-year +33.33% -22.58% -3.13%
Number of hourly rates quoted 2 0 1
Hertfordshire median hourly rate £31.25 - £22.50
10th Percentile £19.13 - £21.25
90th Percentile £42.38 - £23.75
East of England median hourly rate £31.03 £33.70 £26.00
% change year-on-year -7.92% +29.62% -13.33%

Data Analysis 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 1278 1070 1218
As % of all contract IT jobs advertised in Hertfordshire 80.18% 76.81% 75.61%
Number of daily rates quoted 635 623 615
Hertfordshire median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.13% +6.67%
10th Percentile £213 £225 £225
90th Percentile £575 £550 £575
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 67 56 97
Hertfordshire median hourly rate £19.00 £32.25 £21.00
Median hourly rate % change year-on-year -41.09% +53.57% +31.25%
10th Percentile £13.00 £10.25 £9.60
90th Percentile £46.80 £53.75 £43.00
East of England median hourly rate £31.50 £32.00 £23.63
% change year-on-year -1.56% +35.45% -1.56%

Data Analysis
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Analysis in Hertfordshire

Data Analysis
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Data Analysis in Hertfordshire

Data Analysis
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing Data Analysis in Hertfordshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Analysis in Hertfordshire

Data Analysis
Contractor Hourly Rate Trend in Hertfordshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Analysis in Hertfordshire.

Contractor hourly rate trend for Data Analysis in Hertfordshire

Data Analysis
Contractor Hourly Rate Histogram in Hertfordshire

The hourly rate distribution of IT jobs citing Data Analysis in Hertfordshire over the 6 months to 24 November 2017.

Contractor hourly rate histogram for Data Analysis in Hertfordshire

Data Analysis
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 Analysis within the Hertfordshire region over the 6 months to 24 November 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 +7 8 - - 1
Watford +1 8 £500 - 1
St Albans - 2 £406 -
Hatfield -11 1 £205 +86.36% 1
Stevenage -14 1 - - 1
Hoddesdon - 1 - -
Data Analysis
East of England

For the 6 months to 24 November 2017, IT contractor jobs citing Data Analysis 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 Analysis.

1 12 (46.15%) SQL
2 7 (26.92%) Validation
3 5 (19.23%) Microsoft Excel
3 5 (19.23%) Product Management
3 5 (19.23%) Capacity Planning
3 5 (19.23%) User Experience
4 4 (15.38%) Analytical Skills
4 4 (15.38%) Oracle
4 4 (15.38%) Business Intelligence
4 4 (15.38%) Finance
5 3 (11.54%) Migration
5 3 (11.54%) Retail
5 3 (11.54%) Microsoft
5 3 (11.54%) BusinessObjects
5 3 (11.54%) SQL Server Integration Services
5 3 (11.54%) Data Migration
6 2 (7.69%) Data Validation
6 2 (7.69%) Data Extraction
6 2 (7.69%) Data Quality
6 2 (7.69%) Microsoft PowerPoint
6 2 (7.69%) CCTV
6 2 (7.69%) Degree
6 2 (7.69%) Mathematics
6 2 (7.69%) Test Scripting
6 2 (7.69%) Oracle Database
6 2 (7.69%) Procure-to-Pay
6 2 (7.69%) Oracle Procure-to-Pay
6 2 (7.69%) Budgeting and Forecasting
6 2 (7.69%) SDLC
6 2 (7.69%) Oracle Fusion

Data Analysis
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 1 (3.85%) IIS
1 1 (3.85%) SAS
Applications
1 5 (19.23%) Microsoft Excel
2 2 (7.69%) Microsoft PowerPoint
3 1 (3.85%) Microsoft Office
Business Applications
1 2 (7.69%) Oracle EBS
1 2 (7.69%) Oracle Procure-to-Pay
2 1 (3.85%) iTrent
2 1 (3.85%) Orchard Housing
2 1 (3.85%) Payment Gateway
Cloud Services
1 1 (3.85%) Azure Data Factory
1 1 (3.85%) Microsoft Azure
Communications & Networking
1 2 (7.69%) SMS
2 1 (3.85%) Internet
Database & Business Intelligence
1 3 (11.54%) BusinessObjects
1 3 (11.54%) SQL Server Integration Services
2 2 (7.69%) Data Warehouse
2 2 (7.69%) MS Access
2 2 (7.69%) Oracle Database
2 2 (7.69%) Oracle Reports
2 2 (7.69%) SQL Server
3 1 (3.85%) Azure SQL Data Warehouse
3 1 (3.85%) Base SAS
3 1 (3.85%) Crystal Reports
3 1 (3.85%) Data Lake
3 1 (3.85%) Hadoop
3 1 (3.85%) OLTP
3 1 (3.85%) Power BI
3 1 (3.85%) SQL Server 2016
3 1 (3.85%) SQL Server Reporting Services
Development Applications
1 1 (3.85%) SQL Server Management Studio (SSMS)
General
1 4 (15.38%) Finance
2 3 (11.54%) Retail
3 1 (3.85%) Aerospace
3 1 (3.85%) Banking
3 1 (3.85%) Games
3 1 (3.85%) Law
3 1 (3.85%) Legal
3 1 (3.85%) Local Government
3 1 (3.85%) Pharmaceutical
3 1 (3.85%) Telecoms
Job Titles
1 13 (50.00%) Analyst
2 9 (34.62%) Data Analyst
3 2 (7.69%) Business Analyst
3 2 (7.69%) Data Migration Analyst
3 2 (7.69%) Data Quality Analyst
3 2 (7.69%) Developer
3 2 (7.69%) Migration Analyst
3 2 (7.69%) Quality Analyst
4 1 (3.85%) 1st Line Support Analyst
4 1 (3.85%) Business Intelligence Analyst
4 1 (3.85%) Business Intelligence Business Analyst
4 1 (3.85%) Business Manager
4 1 (3.85%) Business Transformation Analyst
4 1 (3.85%) Business Transformation Business Analyst
4 1 (3.85%) Business Transformation Project Manager
4 1 (3.85%) Data Consultant
4 1 (3.85%) Microsoft Consultant
4 1 (3.85%) Project Manager
4 1 (3.85%) Report Developer
4 1 (3.85%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 2 (7.69%) Oracle Fusion
Miscellaneous
1 5 (19.23%) User Experience
2 4 (15.38%) Analytical Skills
3 2 (7.69%) CCTV
3 2 (7.69%) Management Information System
4 1 (3.85%) Blog
4 1 (3.85%) NHS
Processes & Methodologies
1 7 (26.92%) Validation
2 5 (19.23%) Capacity Planning
2 5 (19.23%) Product Management
3 4 (15.38%) Business Intelligence
4 3 (11.54%) Data Migration
4 3 (11.54%) Migration
5 2 (7.69%) Budgeting and Forecasting
5 2 (7.69%) Data Extraction
5 2 (7.69%) Data Validation
5 2 (7.69%) E-Commerce
5 2 (7.69%) ERP
5 2 (7.69%) ITIL
5 2 (7.69%) Mathematics
5 2 (7.69%) Procure-to-Pay
5 2 (7.69%) Project Management
5 2 (7.69%) SDLC
5 2 (7.69%) Stakeholder Management
5 2 (7.69%) Test Scripting
6 1 (3.85%) Regulatory Compliance
6 1 (3.85%) Runbook
Programming Languages
1 12 (46.15%) SQL
2 2 (7.69%) VBA
3 1 (3.85%) Python
3 1 (3.85%) SAS Macro
3 1 (3.85%) T-SQL
3 1 (3.85%) U-SQL
Qualifications
1 2 (7.69%) Degree
2 1 (3.85%) PRINCE2 Certification
2 1 (3.85%) Security Cleared
Quality Assurance & Compliance
1 2 (7.69%) Data Quality
2 1 (3.85%) ECSS
2 1 (3.85%) PMO
2 1 (3.85%) QA
2 1 (3.85%) SLA
Vendors
1 4 (15.38%) Oracle
2 3 (11.54%) Microsoft
3 1 (3.85%) IBM
3 1 (3.85%) Orchard
3 1 (3.85%) PayPal
3 1 (3.85%) SAP
3 1 (3.85%) Tableau
3 1 (3.85%) Teradata