Analytical Skills Contracts in Hertfordshire

Analytical Skills
East of England > Hertfordshire

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in Hertfordshire. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 17 July 2025, comparing them to the same period in the previous two years.

6 months to
17 Jul 2025
Same period 2024 Same period 2023
Rank 8 33 39
Rank change year-on-year +25 +6 -22
Contract jobs citing Analytical Skills 57 35 36
As % of all contract jobs advertised in Hertfordshire 13.54% 4.45% 4.65%
As % of the General category 25.11% 7.28% 8.53%
Number of daily rates quoted 27 27 17
10th Percentile £270 £315 £295
25th Percentile £479 £332 £350
Median daily rate (50th Percentile) £528 £400 £400
Median % change year-on-year +32.00% - -20.00%
75th Percentile £588 £509 £675
90th Percentile £675 £573 £700
East of England median daily rate £500 £475 £410
% change year-on-year +5.26% +15.85% -3.53%
Number of hourly rates quoted 10 4 5
10th Percentile £42.25 £14.48 £30.75
25th Percentile £55.00 £14.81 £45.00
Median hourly rate £77.84 £20.00 £57.00
Median % change year-on-year +289.19% -64.91% +3.64%
75th Percentile £81.27 £25.00 £64.50
90th Percentile £81.72 - £65.40
East of England median hourly rate £70.00 £21.50 £23.34
% change year-on-year +225.58% -7.87% +33.36%

All General Skills
Hertfordshire

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring common skills in Hertfordshire.

Contract vacancies with a requirement for common skills 227 481 422
As % of all contract IT jobs advertised in Hertfordshire 53.92% 61.12% 54.45%
Number of daily rates quoted 85 120 219
10th Percentile £197 £211 £262
25th Percentile £400 £323 £388
Median daily rate (50th Percentile) £512 £400 £550
Median % change year-on-year +28.00% -27.27% +10.00%
75th Percentile £600 £568 £688
90th Percentile £675 £700 £803
East of England median daily rate £500 £450 £500
% change year-on-year +11.11% -10.00% +3.09%
Number of hourly rates quoted 73 239 90
10th Percentile £16.93 £34.00 £21.18
25th Percentile £22.63 £38.12 £49.00
Median hourly rate £50.00 £43.00 £60.00
Median % change year-on-year +16.28% -28.33% +20.00%
75th Percentile £66.50 £60.00 £65.00
90th Percentile £76.25 £65.00 £70.00
East of England median hourly rate £32.50 £38.12 £19.66
% change year-on-year -14.74% +93.90% +12.34%

Analytical Skills
Job Vacancy Trend in Hertfordshire

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Hertfordshire.

Job vacancy trend for Analytical Skills in Hertfordshire

Analytical Skills
Contractor Daily Rate Trend in Hertfordshire

3-month moving average daily rate quoted in jobs citing Analytical Skills in Hertfordshire.

Daily rate trend for Analytical Skills in Hertfordshire

Analytical Skills
Daily Rate Histogram in Hertfordshire

Daily rate distribution for jobs citing Analytical Skills in Hertfordshire over the 6 months to 17 July 2025.

Daily rate histogram for Analytical Skills in Hertfordshire

Analytical Skills
Contractor Hourly Rate Trend in Hertfordshire

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Hertfordshire.

Hourly rate trend for Analytical Skills in Hertfordshire

Analytical Skills
Hourly Rate Histogram in Hertfordshire

Hourly rate distribution of jobs citing Analytical Skills in Hertfordshire over the 6 months to 17 July 2025.

Hourly rate histogram for Analytical Skills in Hertfordshire

Analytical Skills
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 Analytical Skills within the Hertfordshire region over the 6 months to 17 July 2025. 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
Jobs
Stevenage +32 26 £550 +61.76% 21
Hatfield +3 15 £512 +36.53% 13
Rickmansworth +2 3 £175 -56.25% 1
Welwyn Garden City 0 3 - - 2
Hemel Hempstead +10 2 £506 +3.85% 23
Watford 0 2 £550 +29.41% 13
Analytical Skills
East of England

Analytical Skills
Co-occurring Skills and Capabilities in Hertfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (15.79%) Apache Spark
2 1 (1.75%) Confluence
2 1 (1.75%) SAS
Applications
1 7 (12.28%) Microsoft Excel
2 2 (3.51%) Microsoft PowerPoint
2 2 (3.51%) Spreadsheet
Business Applications
1 3 (5.26%) SAP LE
1 3 (5.26%) SAP WM
2 1 (1.75%) Maximo
2 1 (1.75%) SAP ERP
2 1 (1.75%) SAP MM
Cloud Services
1 11 (19.30%) AWS
1 11 (19.30%) Azure
2 2 (3.51%) Entra ID
2 2 (3.51%) GitHub
3 1 (1.75%) Akamai
3 1 (1.75%) Cloud Computing
3 1 (1.75%) Power Platform
3 1 (1.75%) SaaS
3 1 (1.75%) Serverless
Communications & Networking
1 12 (21.05%) DNS
1 12 (21.05%) HTTP
1 12 (21.05%) SSL
2 11 (19.30%) FTP
2 11 (19.30%) Network Security
2 11 (19.30%) SMTP
3 6 (10.53%) Firewall
4 1 (1.75%) DHCP
4 1 (1.75%) DMVPN
4 1 (1.75%) GLBP
4 1 (1.75%) HTTPS
4 1 (1.75%) IPsec
4 1 (1.75%) LAN
4 1 (1.75%) Multicast
4 1 (1.75%) NetScaler
4 1 (1.75%) SD-WAN
4 1 (1.75%) SNMP
4 1 (1.75%) VPN
4 1 (1.75%) WAN
4 1 (1.75%) Wireless
Database & Business Intelligence
1 10 (17.54%) Tableau
2 9 (15.79%) Big Data
2 9 (15.79%) Hadoop
3 1 (1.75%) Power BI
Development Applications
1 5 (8.77%) JIRA
2 1 (1.75%) Git
2 1 (1.75%) Jenkins
2 1 (1.75%) Rational DOORS
General
1 38 (66.67%) Social Skills
2 4 (7.02%) Law
3 3 (5.26%) Finance
3 3 (5.26%) Retail
3 3 (5.26%) Telecoms
4 1 (1.75%) Aerospace
4 1 (1.75%) Aviation
4 1 (1.75%) Organisational Skills
4 1 (1.75%) Pharmaceutical
4 1 (1.75%) Public Sector
Job Titles
1 18 (31.58%) Analyst
2 11 (19.30%) SOC Analyst
3 10 (17.54%) Data Science Developer
3 10 (17.54%) Developer
4 6 (10.53%) Artificial Intelligence Developer
5 5 (8.77%) Consultant
5 5 (8.77%) Senior
6 4 (7.02%) Senior Developer
7 3 (5.26%) Logistics Analyst
7 3 (5.26%) Sales Analyst
7 3 (5.26%) SAP Analyst
7 3 (5.26%) SAP Logistics Analyst
7 3 (5.26%) Service Analyst
7 3 (5.26%) ServiceNow Consultant
7 3 (5.26%) Support Analyst
7 3 (5.26%) Technical Analyst
7 3 (5.26%) Technical Services Analyst
8 2 (3.51%) IT Technician
8 2 (3.51%) Junior Analyst
8 2 (3.51%) Product Manager
Libraries, Frameworks & Software Standards
1 11 (19.30%) LDAP
2 10 (17.54%) Matplotlib
2 10 (17.54%) PyTorch
2 10 (17.54%) scikit-learn
2 10 (17.54%) Seaborn
2 10 (17.54%) TensorFlow
3 9 (15.79%) NumPy
3 9 (15.79%) Pandas
4 5 (8.77%) SAP PI
5 1 (1.75%) .NET
5 1 (1.75%) 802.1X
5 1 (1.75%) ggplot2
5 1 (1.75%) Gherkin
5 1 (1.75%) HTML
5 1 (1.75%) JSON
5 1 (1.75%) Node.js
5 1 (1.75%) RESTful
5 1 (1.75%) Shiny
5 1 (1.75%) XML
Miscellaneous
1 13 (22.81%) Management Information System
2 11 (19.30%) Analytical Mindset
2 11 (19.30%) Cyber Threat
2 11 (19.30%) Cyberattack
2 11 (19.30%) Security Operations Centre
3 9 (15.79%) Algorithms
3 9 (15.79%) CSOC
4 6 (10.53%) Operational Technology
5 5 (8.77%) Self-Motivation
6 3 (5.26%) Product Ownership
7 1 (1.75%) Data Centre
7 1 (1.75%) Data Protection Act
7 1 (1.75%) Data Structures
7 1 (1.75%) EPoS
7 1 (1.75%) FMCG
7 1 (1.75%) Hybrid Cloud
7 1 (1.75%) Life Science
7 1 (1.75%) YARA
Operating Systems
1 5 (8.77%) Apple iOS
1 5 (8.77%) Linux
2 4 (7.02%) Windows
Processes & Methodologies
1 19 (33.33%) Artificial Intelligence
1 19 (33.33%) Machine Learning
2 18 (31.58%) Analytics
3 17 (29.82%) Agile
4 16 (28.07%) Problem-Solving
5 14 (24.56%) Continuous Improvement
6 13 (22.81%) Cybersecurity
6 13 (22.81%) Threat Detection
7 11 (19.30%) Data Analysis
7 11 (19.30%) Incident Response
7 11 (19.30%) Network Packet Capture
7 11 (19.30%) Security Operations
7 11 (19.30%) SIEM
7 11 (19.30%) Visualisation
8 10 (17.54%) Data Munging
8 10 (17.54%) Data Science
8 10 (17.54%) Feature Engineering
8 10 (17.54%) Generative AI
8 10 (17.54%) Information Security
8 10 (17.54%) Statistical Modelling
Programming Languages
1 16 (28.07%) Python
2 12 (21.05%) R
3 7 (12.28%) PowerShell
Qualifications
1 17 (29.82%) Security Cleared
2 16 (28.07%) SC Cleared
3 10 (17.54%) Degree
4 9 (15.79%) Master's Degree
4 9 (15.79%) PhD
5 8 (14.04%) DV Cleared
6 2 (3.51%) CISSP
6 2 (3.51%) CompTIA Security+
6 2 (3.51%) GCIA
7 1 (1.75%) CCDP
7 1 (1.75%) Cisco Certification
7 1 (1.75%) ISTQB
Quality Assurance & Compliance
1 9 (15.79%) QA
2 8 (14.04%) Data Quality
3 6 (10.53%) GxP
4 2 (3.51%) SLA
5 1 (1.75%) PMO
System Software
1 6 (10.53%) Active Directory
2 1 (1.75%) Slurm Workload Manager
Systems Management
1 2 (3.51%) Jamf Pro
2 1 (1.75%) HP ALM
2 1 (1.75%) HP Quality Center
Vendors
1 15 (26.32%) ServiceNow
2 12 (21.05%) Microsoft
3 6 (10.53%) SAP
4 2 (3.51%) Apple
4 2 (3.51%) HP
4 2 (3.51%) Samsung
4 2 (3.51%) SOTI
4 2 (3.51%) Sun
5 1 (1.75%) Arista
5 1 (1.75%) Atlassian
5 1 (1.75%) Blue Coat
5 1 (1.75%) Dell
5 1 (1.75%) F5
5 1 (1.75%) LabWare
5 1 (1.75%) Micro Focus
5 1 (1.75%) OpenAI
5 1 (1.75%) Riverbed
5 1 (1.75%) Snow
5 1 (1.75%) Twitter
5 1 (1.75%) Zscaler