Period
to

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 18 August 2022 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
England > East of England
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 38 46 44
Rank change year-on-year +8 -2 -10
Contract jobs citing Analytics 122 97 63
As % of all contract jobs advertised in the East of England 4.90% 4.29% 4.15%
As % of the Processes & Methodologies category 5.53% 4.79% 4.82%
Number of daily rates quoted 78 67 42
10th Percentile £359 £174 £260
25th Percentile £408 £213 £400
Median daily rate (50th Percentile) £463 £361 £500
Median % change year-on-year +28.12% -27.80% -2.44%
75th Percentile £592 £521 £600
90th Percentile £650 £544 £723
England median daily rate £575 £550 £500
% change year-on-year +4.55% +10.00% -
Number of hourly rates quoted 2 8 0
10th Percentile £34.38 £21.99 -
25th Percentile £37.19 £25.97 -
Median hourly rate £43.75 £28.50 -
Median % change year-on-year +53.51% - -
75th Percentile £49.69 £34.31 -
90th Percentile £52.13 £52.20 -
England median hourly rate £35.00 £27.00 £28.50
% change year-on-year +29.63% -5.26% +20.00%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 2,207 2,024 1,307
As % of all contract IT jobs advertised in the East of England 88.67% 89.48% 86.16%
Number of daily rates quoted 1,370 1,152 809
10th Percentile £200 £155 £224
25th Percentile £363 £290 £330
Median daily rate (50th Percentile) £485 £425 £445
Median % change year-on-year +14.12% -4.49% -1.11%
75th Percentile £600 £538 £525
90th Percentile £675 £613 £600
England median daily rate £550 £500 £488
% change year-on-year +10.00% +2.56% +2.63%
Number of hourly rates quoted 390 299 83
10th Percentile £13.25 £12.25 £13.00
25th Percentile £14.25 £12.50 £14.57
Median hourly rate £20.50 £13.50 £22.50
Median % change year-on-year +51.85% -40.00% +32.35%
75th Percentile £52.50 £24.25 £47.38
90th Percentile £64.10 £50.00 £57.50
England median hourly rate £26.98 £20.50 £22.50
% change year-on-year +31.61% -8.89% +6.91%

Analytics
Job Vacancy Trend in the East of England

Job postings citing Analytics as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Analytics in the East of England

Analytics
Contractor Daily Rate Trend in the East of England

3-month moving average daily rate quoted in jobs citing Analytics in the East of England.

Daily rate trend for Analytics in the East of England

Analytics
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Analytics in the East of England over the 6 months to 18 August 2022.

Daily rate histogram for Analytics in the East of England

Analytics
Contractor Hourly Rate Trend in the East of England

3-month moving average hourly rates quoted in jobs citing Analytics in the East of England.

Hourly rate trend for Analytics in the East of England

Analytics
Hourly Rate Histogram in the East of England

Hourly rate distribution of jobs citing Analytics in the East of England over the 6 months to 18 August 2022.

Hourly rate histogram for Analytics in the East of England

Analytics
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the East of England region over the 6 months to 18 August 2022. 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
Bedfordshire +9 51 £500 +12.99% 4
Hertfordshire +6 29 £500 +11.11% 14
Essex -12 20 £450 +114.29% 6
Cambridgeshire -19 16 £423 -15.50% 18
Suffolk -8 4 £650 +80.06%
Analytics
England

For the 6 months to 18 August 2022, 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 East of England region with a requirement for Analytics.

1 42 (34.43%) Finance
2 37 (30.33%) Business Intelligence
3 34 (27.87%) SQL
4 33 (27.05%) Performance Improvement
4 33 (27.05%) Internal Audit
5 32 (26.23%) Power Platform
5 32 (26.23%) Power BI
6 29 (23.77%) Migration
6 29 (23.77%) Azure
7 27 (22.13%) Retail
8 26 (21.31%) AWS
8 26 (21.31%) Stakeholder Management
9 24 (19.67%) Agile
9 24 (19.67%) Data Analytics
10 21 (17.21%) FMCG
10 21 (17.21%) Python
11 20 (16.39%) Data Warehouse
11 20 (16.39%) Data Modelling
11 20 (16.39%) Analytical Skills
12 18 (14.75%) Visualisation
13 16 (13.11%) Data Migration
13 16 (13.11%) ETL
14 15 (12.30%) Oracle
14 15 (12.30%) Microsoft
14 15 (12.30%) Scrum
14 15 (12.30%) JIRA
14 15 (12.30%) QA
14 15 (12.30%) GCP
14 15 (12.30%) Social Skills
14 15 (12.30%) CI/CD

Analytics
Co-occurring IT Skills in the East of England 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 10 (8.20%) SAS
2 9 (7.38%) Apache Spark
2 9 (7.38%) Confluence
3 3 (2.46%) Adobe Experience Manager
3 3 (2.46%) Apache
3 3 (2.46%) Apache Airflow
3 3 (2.46%) Jupyter
4 2 (1.64%) SharePoint
4 2 (1.64%) WordPress
5 1 (0.82%) CMS
Applications
1 6 (4.92%) Microsoft Excel
2 4 (3.28%) Microsoft Office
3 1 (0.82%) SPSS
Business Applications
1 2 (1.64%) Dynamics AX
1 2 (1.64%) SAP S/4HANA
2 1 (0.82%) assyst
Cloud Services
1 32 (26.23%) Power Platform
2 29 (23.77%) Azure
3 26 (21.31%) AWS
4 15 (12.30%) GCP
5 8 (6.56%) Tricentis Tosca
6 6 (4.92%) Amazon SageMaker
6 6 (4.92%) SaaS
7 5 (4.10%) Google Analytics
7 5 (4.10%) Serverless
7 5 (4.10%) Snowflake
8 4 (3.28%) AWS Lambda
8 4 (3.28%) Azure Data Factory
8 4 (3.28%) PaaS
9 3 (2.46%) Amazon EMR
9 3 (2.46%) Amazon Kinesis
9 3 (2.46%) Dynamics 365
9 3 (2.46%) Firebase
9 3 (2.46%) Google Tag Manager
9 3 (2.46%) IaaS
9 3 (2.46%) Veeva
Communications & Networking
1 4 (3.28%) LAN
2 3 (2.46%) WAN
3 2 (1.64%) SD-WAN
3 2 (1.64%) Unified Communications
4 1 (0.82%) Broadband
4 1 (0.82%) DHCP
4 1 (0.82%) Ethernet
4 1 (0.82%) H.323
4 1 (0.82%) ICMP
4 1 (0.82%) ISDN
4 1 (0.82%) MGCP
4 1 (0.82%) QSIG
4 1 (0.82%) SCCP
4 1 (0.82%) TCP/IP
4 1 (0.82%) VoIP
4 1 (0.82%) WebEx
4 1 (0.82%) Wi-Fi
Database & Business Intelligence
1 32 (26.23%) Power BI
2 20 (16.39%) Data Warehouse
3 11 (9.02%) Big Data
3 11 (9.02%) Tableau
4 10 (8.20%) Amazon Redshift
4 10 (8.20%) MySQL
5 9 (7.38%) Amazon RDS
5 9 (7.38%) BusinessObjects
5 9 (7.38%) Pentaho
6 8 (6.56%) Impala
7 5 (4.10%) Data Lake
7 5 (4.10%) Relational Database
8 4 (3.28%) Apache Hive
8 4 (3.28%) Looker
8 4 (3.28%) NoSQL
8 4 (3.28%) QlikView
8 4 (3.28%) SQL Server Reporting Services
9 3 (2.46%) Apache Arrow
9 3 (2.46%) Azure SQL Database
9 3 (2.46%) OLTP
Development Applications
1 15 (12.30%) JIRA
2 11 (9.02%) Jenkins
3 10 (8.20%) GitLab
4 9 (7.38%) Bitbucket
5 8 (6.56%) Zephyr
6 3 (2.46%) MLflow
6 3 (2.46%) RStudio
7 2 (1.64%) Dreamweaver
7 2 (1.64%) Git (software)
8 1 (0.82%) SQL Server Management Studio (SSMS)
General
1 42 (34.43%) Finance
2 27 (22.13%) Retail
3 20 (16.39%) Analytical Skills
4 15 (12.30%) Social Skills
5 11 (9.02%) Marketing
6 7 (5.74%) Law
7 6 (4.92%) Influencing Skills
7 6 (4.92%) Presentation Skills
7 6 (4.92%) Public Sector
8 5 (4.10%) Manufacturing
9 4 (3.28%) Legal
9 4 (3.28%) Organisational Skills
10 3 (2.46%) Publishing
11 2 (1.64%) Pharmaceutical
12 1 (0.82%) Games
12 1 (0.82%) German Language
12 1 (0.82%) Italian Language
12 1 (0.82%) Social Science
Job Titles
1 31 (25.41%) Analyst
2 11 (9.02%) Data Engineer
3 10 (8.20%) Project Manager
4 9 (7.38%) IT Manager
5 7 (5.74%) Consultant
5 7 (5.74%) Data Analyst
6 6 (4.92%) Azure Engineer
6 6 (4.92%) FMCG Manager
6 6 (4.92%) QA Analyst
6 6 (4.92%) QA Test Analyst
6 6 (4.92%) Test Analyst
7 5 (4.10%) Azure Data Engineer
7 5 (4.10%) Data Scientist
8 4 (3.28%) Architect
8 4 (3.28%) FMCG Project Manager
8 4 (3.28%) IT Project Manager
8 4 (3.28%) Procurement Analyst
8 4 (3.28%) Software Engineer
9 3 (2.46%) Integration Manager
9 3 (2.46%) Systems Integration Manager
Libraries, Frameworks & Software Standards
1 6 (4.92%) Kafka
1 6 (4.92%) Shiny
2 5 (4.10%) Django
3 3 (2.46%) Flask
3 3 (2.46%) HTML
3 3 (2.46%) NLTK
3 3 (2.46%) NumPy
3 3 (2.46%) Pandas
3 3 (2.46%) RabbitMQ
3 3 (2.46%) React
3 3 (2.46%) SciPy
3 3 (2.46%) Spark Streaming
3 3 (2.46%) Spring
3 3 (2.46%) TensorFlow
4 2 (1.64%) REST
4 2 (1.64%) XMPP
5 1 (0.82%) .NET
5 1 (0.82%) HTML5
5 1 (0.82%) JSON
5 1 (0.82%) RESTful
Miscellaneous
1 21 (17.21%) FMCG
2 7 (5.74%) User Experience
3 6 (4.92%) Self-Motivation
4 5 (4.10%) Algorithms
5 4 (3.28%) Data Structures
6 3 (2.46%) Replication
6 3 (2.46%) Social Media
7 2 (1.64%) Data Protection Act
7 2 (1.64%) Legacy Systems
7 2 (1.64%) Life Science
7 2 (1.64%) Linux Command Line
7 2 (1.64%) Management Information System
8 1 (0.82%) Cloud Native
8 1 (0.82%) Data Centre
8 1 (0.82%) DataPower
8 1 (0.82%) Handset
8 1 (0.82%) Hybrid Cloud
8 1 (0.82%) Learning Management System
8 1 (0.82%) Public Cloud
8 1 (0.82%) STB
Operating Systems
1 12 (9.84%) Unix
2 8 (6.56%) Linux
3 4 (3.28%) Red Hat Enterprise Linux
4 2 (1.64%) CentOS
5 1 (0.82%) Windows
5 1 (0.82%) Windows Server
Processes & Methodologies
1 37 (30.33%) Business Intelligence
2 33 (27.05%) Internal Audit
2 33 (27.05%) Performance Improvement
3 29 (23.77%) Migration
4 26 (21.31%) Stakeholder Management
5 24 (19.67%) Agile
5 24 (19.67%) Data Analytics
6 20 (16.39%) Data Modelling
7 18 (14.75%) Visualisation
8 16 (13.11%) Data Migration
8 16 (13.11%) ETL
9 15 (12.30%) CI/CD
9 15 (12.30%) Scrum
10 12 (9.84%) Data Science
10 12 (9.84%) Data Virtualisation
10 12 (9.84%) DevOps
11 11 (9.02%) Data Visualisation
11 11 (9.02%) Machine Learning
12 10 (8.20%) Data Analysis
13 9 (7.38%) Test Automation
Programming Languages
1 34 (27.87%) SQL
2 21 (17.21%) Python
3 11 (9.02%) R
4 9 (7.38%) PL/SQL
5 8 (6.56%) JavaScript
6 6 (4.92%) PowerShell
7 5 (4.10%) T-SQL
8 4 (3.28%) Bash
8 4 (3.28%) Java
9 3 (2.46%) Scala
9 3 (2.46%) TypeScript
10 2 (1.64%) Shell Script
10 2 (1.64%) VB
10 2 (1.64%) VBA
11 1 (0.82%) C
11 1 (0.82%) Lua
11 1 (0.82%) MATLAB
Qualifications
1 12 (9.84%) Degree
2 10 (8.20%) Security Cleared
3 9 (7.38%) ISTQB
3 9 (7.38%) ISTQB Foundation Certification
4 7 (5.74%) SC Cleared
5 4 (3.28%) Computer Science Degree
6 3 (2.46%) CCNP
6 3 (2.46%) Cisco Certification
6 3 (2.46%) DV Cleared
7 2 (1.64%) CCIE
7 2 (1.64%) CCIE Collaboration
7 2 (1.64%) PhD
8 1 (0.82%) AWS Certification
8 1 (0.82%) BPSS Clearance
8 1 (0.82%) CCNA
8 1 (0.82%) Master's Degree
Quality Assurance & Compliance
1 15 (12.30%) QA
2 7 (5.74%) PMO
3 3 (2.46%) Data Quality
3 3 (2.46%) GDPR
3 3 (2.46%) NCSC
4 2 (1.64%) SLA
5 1 (0.82%) Accessibility
System Software
1 5 (4.10%) Docker
2 1 (0.82%) VMware Infrastructure
Systems Management
1 13 (10.66%) Ansible
2 8 (6.56%) Kubernetes
3 4 (3.28%) Puppet
4 3 (2.46%) Control-M
5 2 (1.64%) Cisco CUCM
5 2 (1.64%) Cisco UCCX
5 2 (1.64%) Grafana
5 2 (1.64%) Opscode Chef
5 2 (1.64%) Terraform
6 1 (0.82%) Kibana
Vendors
1 15 (12.30%) Microsoft
1 15 (12.30%) Oracle
2 11 (9.02%) Informatica
3 9 (7.38%) Talend
4 8 (6.56%) Denodo
5 5 (4.10%) Google
6 4 (3.28%) Databricks
6 4 (3.28%) Red Hat
7 3 (2.46%) Adobe
7 3 (2.46%) Ensighten
7 3 (2.46%) MapR
7 3 (2.46%) SAP
7 3 (2.46%) ServiceNow
7 3 (2.46%) Splunk
7 3 (2.46%) Tealium
8 2 (1.64%) Alteryx
8 2 (1.64%) AppDynamics
8 2 (1.64%) Cisco
8 2 (1.64%) Facebook
8 2 (1.64%) Salesforce.com