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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 4 43 35
Rank change year-on-year +39 -8 -4
Contract jobs citing Analytical Skills 56 32 39
As % of all contract jobs advertised in Hertfordshire 17.45% 3.84% 4.81%
As % of the General category 28.57% 6.17% 8.59%
Number of daily rates quoted 32 28 16
10th Percentile £399 £314 £210
25th Percentile £473 £327 £350
Median daily rate (50th Percentile) £563 £400 £375
Median % change year-on-year +40.63% +6.67% -6.25%
75th Percentile £675 £508 £556
90th Percentile - £591 £663
East of England median daily rate £500 £500 £363
% change year-on-year - +37.93% -12.65%
Number of hourly rates quoted 7 0 4
10th Percentile £73.75 - £47.55
25th Percentile £78.75 - £51.38
Median hourly rate £80.68 - £60.00
75th Percentile £81.80 - £64.88
90th Percentile £82.25 - £65.55
East of England median hourly rate £74.00 £21.50 £35.75
% change year-on-year +244.19% -39.86% +164.81%

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 196 519 454
As % of all contract IT jobs advertised in Hertfordshire 61.06% 62.23% 55.98%
Number of daily rates quoted 99 144 229
10th Percentile £343 £200 £228
25th Percentile £425 £330 £388
Median daily rate (50th Percentile) £550 £406 £525
Median % change year-on-year +35.38% -22.62% +16.67%
75th Percentile £625 £575 £675
90th Percentile £675 £700 £807
East of England median daily rate £500 £475 £488
% change year-on-year +5.26% -2.56% +8.33%
Number of hourly rates quoted 48 241 94
10th Percentile £17.53 - £41.80
25th Percentile £40.06 £38.12 £53.56
Median hourly rate £61.00 £46.56 £60.00
Median % change year-on-year +31.03% -22.41% +22.45%
75th Percentile £73.75 £60.00 £65.00
90th Percentile £81.01 £65.00 £70.00
East of England median hourly rate £31.64 £38.12 £21.00
% change year-on-year -17.00% +81.52% +44.83%

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 1 May 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 1 May 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 1 May 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 +49 24 £600 +77.78% 72
Hatfield -1 7 £550 +57.14% 10
Welwyn Garden City +1 6 £400 -33.42% 8
Hemel Hempstead +12 2 £506 +12.50% 74
Rickmansworth - 2 £175 - 3
Watford +4 1 £450 +9.09% 73
Hertford - 1 £400 -
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 12 (21.43%) Apache Spark
2 4 (7.14%) Confluence
3 3 (5.36%) SharePoint
Applications
1 14 (25.00%) Microsoft Excel
2 3 (5.36%) Microsoft PowerPoint
Business Applications
1 3 (5.36%) SAP LE
1 3 (5.36%) SAP WM
2 1 (1.79%) SAP ERP
2 1 (1.79%) SAP MM
2 1 (1.79%) Sparx Enterprise Architect
Cloud Services
1 14 (25.00%) AWS
2 13 (23.21%) Azure
3 2 (3.57%) Entra ID
4 1 (1.79%) Akamai
4 1 (1.79%) Cloud Computing
4 1 (1.79%) GitHub
4 1 (1.79%) SaaS
4 1 (1.79%) Serverless
Communications & Networking
1 12 (21.43%) Network Security
2 11 (19.64%) DNS
2 11 (19.64%) HTTP
2 11 (19.64%) SSL
3 10 (17.86%) FTP
3 10 (17.86%) SMTP
4 8 (14.29%) Firewall
5 2 (3.57%) LAN
5 2 (3.57%) OSPF
5 2 (3.57%) SD-WAN
5 2 (3.57%) WAN
5 2 (3.57%) Wireless
6 1 (1.79%) BGP
6 1 (1.79%) BGP-4
6 1 (1.79%) DWDM
6 1 (1.79%) EIGRP
6 1 (1.79%) IGRP
6 1 (1.79%) Internet
6 1 (1.79%) MPLS
6 1 (1.79%) WLAN
Database & Business Intelligence
1 15 (26.79%) Tableau
2 12 (21.43%) Big Data
2 12 (21.43%) Hadoop
3 4 (7.14%) Data Mining
3 4 (7.14%) Metadata
Development Applications
1 6 (10.71%) JIRA
2 1 (1.79%) Git
2 1 (1.79%) MagicDraw
2 1 (1.79%) Rational Rhapsody
General
1 30 (53.57%) Social Skills
2 5 (8.93%) Law
3 3 (5.36%) Retail
4 2 (3.57%) Pharmaceutical
4 2 (3.57%) Telecoms
5 1 (1.79%) Aerospace
5 1 (1.79%) Aviation
5 1 (1.79%) Legal
Job Titles
1 19 (33.93%) Analyst
2 12 (21.43%) Data Science Developer
2 12 (21.43%) Developer
2 12 (21.43%) Senior
3 10 (17.86%) Senior Developer
3 10 (17.86%) SOC Analyst
4 6 (10.71%) Architect
5 4 (7.14%) Data Architect
6 3 (5.36%) Logistics Analyst
6 3 (5.36%) Risk Analyst
6 3 (5.36%) Sales Analyst
6 3 (5.36%) SAP Analyst
6 3 (5.36%) SAP Logistics Analyst
6 3 (5.36%) Service Analyst
6 3 (5.36%) Technical Analyst
6 3 (5.36%) Technical Services Analyst
7 2 (3.57%) Artificial Intelligence Developer
7 2 (3.57%) Network Architect
7 2 (3.57%) Product Manager
7 2 (3.57%) SAP Consultant
Libraries, Frameworks & Software Standards
1 12 (21.43%) Matplotlib
1 12 (21.43%) NumPy
1 12 (21.43%) Pandas
1 12 (21.43%) PyTorch
1 12 (21.43%) scikit-learn
1 12 (21.43%) Seaborn
1 12 (21.43%) TensorFlow
2 10 (17.86%) LDAP
3 6 (10.71%) SAP PI
4 1 (1.79%) .NET
4 1 (1.79%) 802.1X
4 1 (1.79%) HTML
4 1 (1.79%) Node.js
4 1 (1.79%) RESTful
4 1 (1.79%) SAP Basis
4 1 (1.79%) XML
Miscellaneous
1 15 (26.79%) Management Information System
2 12 (21.43%) Algorithms
3 10 (17.86%) Analytical Mindset
3 10 (17.86%) Cyber Threat
4 9 (16.07%) Cyberattack
5 8 (14.29%) Security Operations Centre
6 7 (12.50%) Operational Technology
7 6 (10.71%) CSOC
8 5 (8.93%) Self-Motivation
9 4 (7.14%) Legacy Systems
9 4 (7.14%) Reference Data
10 3 (5.36%) Product Ownership
11 2 (3.57%) Data Centre
11 2 (3.57%) Data Protection Act
12 1 (1.79%) EPoS
12 1 (1.79%) FMCG
12 1 (1.79%) YARA
Operating Systems
1 7 (12.50%) Apple iOS
2 5 (8.93%) Linux
3 2 (3.57%) Windows
Processes & Methodologies
1 19 (33.93%) Analytics
1 19 (33.93%) Artificial Intelligence
1 19 (33.93%) Machine Learning
1 19 (33.93%) Visualisation
2 16 (28.57%) Agile
2 16 (28.57%) Computer Science
2 16 (28.57%) Data Science
2 16 (28.57%) Problem-Solving
3 15 (26.79%) Cybersecurity
4 13 (23.21%) Decision-Making
5 12 (21.43%) Data Analysis
5 12 (21.43%) Data Analytics
5 12 (21.43%) Data Munging
5 12 (21.43%) Feature Engineering
5 12 (21.43%) Generative AI
5 12 (21.43%) Predictive Analytics
5 12 (21.43%) Reinforcement Learning
5 12 (21.43%) Statistical Modelling
5 12 (21.43%) Threat Detection
5 12 (21.43%) Time Series Forecasting
Programming Languages
1 12 (21.43%) Python
1 12 (21.43%) R
2 4 (7.14%) SQL
3 3 (5.36%) VBA
4 2 (3.57%) PowerShell
Qualifications
1 16 (28.57%) Degree
2 15 (26.79%) Security Cleared
3 14 (25.00%) SC Cleared
4 12 (21.43%) Master's Degree
4 12 (21.43%) PhD
5 8 (14.29%) DV Cleared
6 2 (3.57%) Cisco Certification
6 2 (3.57%) CISSP
6 2 (3.57%) CompTIA Security+
6 2 (3.57%) GCIA
7 1 (1.79%) CCDP
7 1 (1.79%) CCIE
7 1 (1.79%) CCIE Data Center
7 1 (1.79%) CCNP
7 1 (1.79%) ISTQB
7 1 (1.79%) JNCIE
7 1 (1.79%) JNCIP
7 1 (1.79%) JNCIS
Quality Assurance & Compliance
1 15 (26.79%) Data Quality
2 7 (12.50%) GxP
3 3 (5.36%) QA
System Software
1 7 (12.50%) Active Directory
Systems Management
1 2 (3.57%) Jamf Pro
2 1 (1.79%) HP ALM
2 1 (1.79%) HP Quality Center
2 1 (1.79%) PTC Integrity
Vendors
1 10 (17.86%) Microsoft
1 10 (17.86%) ServiceNow
2 6 (10.71%) SAP
3 3 (5.36%) Cisco
4 2 (3.57%) Apple
4 2 (3.57%) Juniper
4 2 (3.57%) Samsung
4 2 (3.57%) SOTI
5 1 (1.79%) Arista
5 1 (1.79%) Atlassian
5 1 (1.79%) Blue Coat
5 1 (1.79%) Citrix
5 1 (1.79%) F5
5 1 (1.79%) HP
5 1 (1.79%) IBM
5 1 (1.79%) Micro Focus
5 1 (1.79%) Palo Alto
5 1 (1.79%) Riverbed
5 1 (1.79%) Twitter
5 1 (1.79%) Zscaler