Period
to 5 December 2021

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Newport. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 5 December 2021 with a comparison to the same period over 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.

Analytical Skills
South Wales > Newport
6 months to
5 Dec 2021
Same period 2020 Same period 2019
Rank 22 8 9
Rank change year-on-year -14 +1 +12
Contract jobs citing Analytical Skills 30 24 32
As % of all contract jobs advertised in Newport 8.65% 12.06% 12.03%
As % of the General category 16.22% 25.53% 30.19%
Number of daily rates quoted 10 17 24
10th Percentile £140 £390 £213
25th Percentile £209 " £323
Median daily rate (50th Percentile) £473 £400 £375
Median % change year-on-year +18.13% +6.67% -10.71%
75th Percentile £523 £525 £488
90th Percentile £568 £575 £525
South Wales median daily rate £450 £400 £375
% change year-on-year +12.50% +6.67% -7.41%
Number of hourly rates quoted 4 4 5
Median hourly rate £20.38 £22.40 £19.18
Median % change year-on-year -9.04% +16.79% -18.35%
South Wales median hourly rate £20.38 £20.00 £19.18
% change year-on-year +1.88% +4.28% -14.13%

Analytical Skills is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Newport with a requirement for common skills.

All General Skills
Newport
Contract vacancies with a requirement for common skills 185 94 106
As % of all contract IT jobs advertised in Newport 53.31% 47.24% 39.85%
Number of daily rates quoted 116 61 78
10th Percentile £181 £275 £300
25th Percentile £421 £400 £363
Median daily rate (50th Percentile) £518 £475 £434
Median % change year-on-year +8.95% +9.51% +2.06%
75th Percentile £561 £525 £488
90th Percentile £613 £575 £533
South Wales median daily rate £452 £450 £413
% change year-on-year +0.44% +9.09% -
Number of hourly rates quoted 22 19 7
Median hourly rate £21.68 £21.86 £19.18
Median % change year-on-year -0.82% +13.97% -12.82%
South Wales median hourly rate £20.75 £20.00 £19.09
% change year-on-year +3.75% +4.77% +22.14%

Analytical Skills
Job Vacancy Trend in Newport

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

Job vacancy trend for Analytical Skills in Newport

Analytical Skills
Contractor Daily Rate Trend in Newport

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

Daily rate trend for Analytical Skills in Newport

Analytical Skills
Daily Rate Histogram in Newport

Daily rate distribution for jobs citing Analytical Skills in Newport over the 6 months to 5 December 2021.

Daily rate histogram for Analytical Skills in Newport

Analytical Skills
Contractor Hourly Rate Trend in Newport

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

Hourly rate trend for Analytical Skills in Newport

For the 6 months to 5 December 2021, IT contractor jobs citing Analytical Skills 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 Newport region with a requirement for Analytical Skills.

1 17 (56.67%) Security Cleared
2 16 (53.33%) SC Cleared
3 12 (40.00%) Python
4 11 (36.67%) Agile Software Development
4 11 (36.67%) R
5 10 (33.33%) Statistics
5 10 (33.33%) Coaching
6 9 (30.00%) Data Modelling
7 8 (26.67%) Scrum
7 8 (26.67%) Linked Data
7 8 (26.67%) Relational Database
7 8 (26.67%) Public Sector
7 8 (26.67%) Social Skills
8 7 (23.33%) Mentoring
8 7 (23.33%) Decision-Making
8 7 (23.33%) Software Engineering
9 6 (20.00%) Data Analysis
9 6 (20.00%) RESTful
9 6 (20.00%) Data Science
9 6 (20.00%) Data Engineering
9 6 (20.00%) GitHub
10 5 (16.67%) Docker
10 5 (16.67%) GCP
10 5 (16.67%) Service Design
10 5 (16.67%) Metadata
10 5 (16.67%) Cloud Computing
10 5 (16.67%) Open Source
10 5 (16.67%) Mathematics
10 5 (16.67%) Data Architecture
10 5 (16.67%) Google

Analytical Skills
Co-occurring IT Skills in Newport 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 4 (13.33%) CMS
2 3 (10.00%) SAS
3 2 (6.67%) Apache
3 2 (6.67%) Apache Spark
4 1 (3.33%) Apache Airflow
4 1 (3.33%) Jupyter
Applications
1 1 (3.33%) SPSS
1 1 (3.33%) Stata
Cloud Services
1 6 (20.00%) GitHub
2 5 (16.67%) Cloud Computing
2 5 (16.67%) GCP
3 2 (6.67%) AWS
4 1 (3.33%) Amazon S3
4 1 (3.33%) AWS CloudFormation
4 1 (3.33%) AWS CodeBuild
4 1 (3.33%) AWS CodeDeploy
4 1 (3.33%) AWS CodePipeline
4 1 (3.33%) AWS Lambda
4 1 (3.33%) AWS Step Functions
4 1 (3.33%) IaaS
4 1 (3.33%) Serverless
Communications & Networking
1 2 (6.67%) DNS
1 2 (6.67%) Firewall
1 2 (6.67%) HTTP
2 1 (3.33%) SNMP
2 1 (3.33%) TCP/IP
2 1 (3.33%) VoIP
Database & Business Intelligence
1 8 (26.67%) Relational Database
2 5 (16.67%) Metadata
3 4 (13.33%) Triplestore
4 3 (10.00%) Big Data
5 2 (6.67%) Apache Hive
5 2 (6.67%) Metadata Repository
5 2 (6.67%) Spatial Data
6 1 (3.33%) Amazon Athena
6 1 (3.33%) Amazon DynamoDB
6 1 (3.33%) Amazon RDS
6 1 (3.33%) Amazon Redshift
6 1 (3.33%) Apache Zeppelin
6 1 (3.33%) Data Lake
6 1 (3.33%) Hadoop
6 1 (3.33%) Impala
6 1 (3.33%) NoSQL
6 1 (3.33%) PostgreSQL
6 1 (3.33%) SQL Server
Development Applications
1 4 (13.33%) Jenkins
2 2 (6.67%) Git (software)
2 2 (6.67%) GitLab
3 1 (3.33%) JIRA
3 1 (3.33%) Rational DOORS
3 1 (3.33%) RStudio
General
1 8 (26.67%) Public Sector
1 8 (26.67%) Social Skills
2 1 (3.33%) Military
2 1 (3.33%) Organisational Skills
Job Titles
1 5 (16.67%) Architect
2 4 (13.33%) Analyst
2 4 (13.33%) Data Scientist
2 4 (13.33%) Technical Architect
3 3 (10.00%) Data Analyst
3 3 (10.00%) Research Analyst
3 3 (10.00%) Software Engineer
4 2 (6.67%) Data Architect
4 2 (6.67%) Data Engineer
4 2 (6.67%) DevOps Engineer
4 2 (6.67%) Project Leader
4 2 (6.67%) Senior Architect
4 2 (6.67%) Senior DevOps
4 2 (6.67%) Senior DevOps Engineer
5 1 (3.33%) HR Analyst
5 1 (3.33%) Lead Developer
5 1 (3.33%) Product Owner
5 1 (3.33%) SC Cleared Software Engineer
5 1 (3.33%) Senior Data Architect
5 1 (3.33%) Test and Integration Engineer
Libraries, Frameworks & Software Standards
1 6 (20.00%) RESTful
2 4 (13.33%) HTML
2 4 (13.33%) JSON
2 4 (13.33%) JSON-LD
3 3 (10.00%) .NET
3 3 (10.00%) PySpark
4 2 (6.67%) Pandas
4 2 (6.67%) Software Packaging
5 1 (3.33%) .NET Framework
5 1 (3.33%) D3.js
5 1 (3.33%) Flutter
5 1 (3.33%) PyTorch
5 1 (3.33%) Velocity
5 1 (3.33%) Web Services
Miscellaneous
1 8 (26.67%) Linked Data
2 4 (13.33%) Management Information System
2 4 (13.33%) Semantic Web
3 3 (10.00%) Algorithms
3 3 (10.00%) Reference Data
3 3 (10.00%) W3C
4 2 (6.67%) PKI
5 1 (3.33%) Mobile App
5 1 (3.33%) Private Cloud
5 1 (3.33%) Public Cloud
5 1 (3.33%) Robotics
5 1 (3.33%) Self-Motivation
5 1 (3.33%) User Experience
Operating Systems
1 2 (6.67%) Linux
2 1 (3.33%) Windows
Processes & Methodologies
1 11 (36.67%) Agile Software Development
2 10 (33.33%) Coaching
2 10 (33.33%) Statistics
3 9 (30.00%) Data Modelling
4 8 (26.67%) Scrum
5 7 (23.33%) Decision-Making
5 7 (23.33%) Mentoring
5 7 (23.33%) Software Engineering
6 6 (20.00%) Data Analysis
6 6 (20.00%) Data Engineering
6 6 (20.00%) Data Science
7 5 (16.67%) Data Architecture
7 5 (16.67%) Economics
7 5 (16.67%) Mathematics
7 5 (16.67%) Open Source
7 5 (16.67%) Service Design
8 4 (13.33%) Analytics
8 4 (13.33%) Infrastructure as Code
8 4 (13.33%) Metadata Management
8 4 (13.33%) Problem-Solving
Programming Languages
1 12 (40.00%) Python
2 11 (36.67%) R
3 5 (16.67%) SQL
4 4 (13.33%) SPARQL
5 3 (10.00%) Groovy
6 2 (6.67%) Bash Shell
6 2 (6.67%) Java
6 2 (6.67%) Scala
7 1 (3.33%) C
7 1 (3.33%) C#
7 1 (3.33%) C++
7 1 (3.33%) Clojure
7 1 (3.33%) JavaScript
Qualifications
1 17 (56.67%) Security Cleared
2 16 (53.33%) SC Cleared
3 4 (13.33%) DBS Check
4 1 (3.33%) DV Cleared
4 1 (3.33%) PhD
Quality Assurance & Compliance
1 2 (6.67%) Accessibility
1 2 (6.67%) QA
System Software
1 5 (16.67%) Docker
2 1 (3.33%) HDFS
Systems Management
1 4 (13.33%) Kubernetes
1 4 (13.33%) Terraform
2 2 (6.67%) Ansible
2 2 (6.67%) Capistrano
2 2 (6.67%) Opscode Chef
Vendors
1 5 (16.67%) Google
2 1 (3.33%) Cloudera