Period
to 27 July 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 27 July 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
27 Jul 2021
Same period 2020 Same period 2019
Rank 17 16 8
Rank change year-on-year -1 -8 +27
Contract jobs citing Analytical Skills 27 24 45
As % of all contract jobs advertised in Newport 9.51% 10.71% 13.60%
As % of the General category 19.29% 22.02% 30.61%
Number of daily rates quoted 13 15 42
10th Percentile £145 £380 £136
25th Percentile £154 £400 £323
Median daily rate (50th Percentile) £400 £425 £360
Median % change year-on-year -5.88% +18.06% +89.47%
75th Percentile £523 £513 £460
90th Percentile £541 £555 "
South Wales median daily rate £400 £410 £350
% change year-on-year -2.44% +17.14% -8.79%
Number of hourly rates quoted 5 0 2
10th Percentile £14.00 " £19.25
25th Percentile £16.25 " £19.36
Median hourly rate £19.00 - £19.53
75th Percentile £23.75 " £19.71
90th Percentile £24.65 " £19.81
South Wales median hourly rate £19.00 £16.00 £18.70
% change year-on-year +18.75% -14.42% -0.93%

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 140 109 147
As % of all contract IT jobs advertised in Newport 49.30% 48.66% 44.41%
Number of daily rates quoted 72 78 126
10th Percentile £243 £384 £309
25th Percentile £423 £402 £325
Median daily rate (50th Percentile) £500 £470 £433
Median % change year-on-year +6.38% +8.67% +8.13%
75th Percentile £549 £525 £475
90th Percentile £610 £579 £535
South Wales median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 30 9 6
10th Percentile £12.48 £12.17 £15.00
25th Percentile £14.22 £14.13 £15.97
Median hourly rate £18.25 £19.18 £19.03
Median % change year-on-year -4.85% +0.81% +0.82%
75th Percentile £23.63 £23.75 £19.71
90th Percentile £25.28 " £21.94
South Wales median hourly rate £19.36 £19.00 £17.75
% change year-on-year +1.89% +7.04% +42.00%

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 27 July 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 27 July 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 14 (51.85%) Statistics
1 14 (51.85%) Security Cleared
2 12 (44.44%) SC Cleared
2 12 (44.44%) R
3 11 (40.74%) Python
4 10 (37.04%) Decision-Making
5 8 (29.63%) Coaching
6 7 (25.93%) Public Sector
6 7 (25.93%) Social Skills
7 6 (22.22%) Relational Database
7 6 (22.22%) Mentoring
7 6 (22.22%) Continuous Improvement
7 6 (22.22%) Data Modelling
7 6 (22.22%) Agile Software Development
7 6 (22.22%) Data Analysis
8 5 (18.52%) Quantitative Analysis
8 5 (18.52%) Scrum
8 5 (18.52%) SAS
8 5 (18.52%) SQL
8 5 (18.52%) Linked Data
9 4 (14.81%) Semantic Web
9 4 (14.81%) SPARQL
9 4 (14.81%) RESTful
9 4 (14.81%) JSON-LD
9 4 (14.81%) Triplestore
9 4 (14.81%) HTML
9 4 (14.81%) RDF
9 4 (14.81%) Ontologies
9 4 (14.81%) JSON
9 4 (14.81%) Data Science

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 5 (18.52%) SAS
2 3 (11.11%) CMS
3 2 (7.41%) Apache
3 2 (7.41%) Apache Airflow
3 2 (7.41%) Jupyter
4 1 (3.70%) Apache Spark
Applications
1 2 (7.41%) SPSS
Cloud Services
1 2 (7.41%) Amazon S3
1 2 (7.41%) AWS
1 2 (7.41%) AWS CloudFormation
1 2 (7.41%) AWS CodeBuild
1 2 (7.41%) AWS CodeDeploy
1 2 (7.41%) AWS CodePipeline
1 2 (7.41%) AWS Lambda
1 2 (7.41%) AWS Step Functions
1 2 (7.41%) Serverless
2 1 (3.70%) Cloud Computing
2 1 (3.70%) GCP
2 1 (3.70%) GitHub
Communications & Networking
1 1 (3.70%) SNMP
1 1 (3.70%) TCP/IP
1 1 (3.70%) VoIP
Database & Business Intelligence
1 6 (22.22%) Relational Database
2 4 (14.81%) Triplestore
3 2 (7.41%) Amazon Athena
3 2 (7.41%) Amazon DynamoDB
3 2 (7.41%) Amazon RDS
3 2 (7.41%) Amazon Redshift
3 2 (7.41%) Apache Zeppelin
3 2 (7.41%) Metadata
4 1 (3.70%) Apache Hive
4 1 (3.70%) Big Data
4 1 (3.70%) Hadoop
4 1 (3.70%) Impala
4 1 (3.70%) SQL Server
Development Applications
1 2 (7.41%) RStudio
2 1 (3.70%) Jenkins
2 1 (3.70%) Rational DOORS
General
1 7 (25.93%) Public Sector
1 7 (25.93%) Social Skills
2 1 (3.70%) Digital Economy
2 1 (3.70%) Military
Job Titles
1 6 (22.22%) Analyst
2 5 (18.52%) Data Analyst
3 4 (14.81%) Architect
3 4 (14.81%) Research Analyst
3 4 (14.81%) Technical Architect
4 2 (7.41%) AWS Engineer
4 2 (7.41%) Data Scientist
4 2 (7.41%) Developer
4 2 (7.41%) FPGA Engineer
4 2 (7.41%) Transformation Director
5 1 (3.70%) C++ Software Engineer
5 1 (3.70%) Data Engineer
5 1 (3.70%) HR Analyst
5 1 (3.70%) Programme Change Manager
5 1 (3.70%) Senior Analyst
5 1 (3.70%) Senior Architect
5 1 (3.70%) Senior Research Analyst
5 1 (3.70%) Senior Technical Architect
5 1 (3.70%) Transformation Manager
5 1 (3.70%) Transformation Programme Manager
Libraries, Frameworks & Software Standards
1 4 (14.81%) HTML
1 4 (14.81%) JSON
1 4 (14.81%) JSON-LD
1 4 (14.81%) RESTful
2 2 (7.41%) Pandas
3 1 (3.70%) .NET
3 1 (3.70%) .NET Framework
3 1 (3.70%) Velocity
Miscellaneous
1 5 (18.52%) Linked Data
2 4 (14.81%) Semantic Web
3 3 (11.11%) Reference Data
3 3 (11.11%) Self-Motivation
3 3 (11.11%) W3C
4 2 (7.41%) Field-Programmable Gate Array
4 2 (7.41%) VHDL
5 1 (3.70%) Legacy Systems
5 1 (3.70%) Robotics
Operating Systems
1 1 (3.70%) Windows
Processes & Methodologies
1 14 (51.85%) Statistics
2 10 (37.04%) Decision-Making
3 8 (29.63%) Coaching
4 6 (22.22%) Agile Software Development
4 6 (22.22%) Continuous Improvement
4 6 (22.22%) Data Analysis
4 6 (22.22%) Data Modelling
4 6 (22.22%) Mentoring
5 5 (18.52%) Quantitative Analysis
5 5 (18.52%) Scrum
6 4 (14.81%) Customer Requirements
6 4 (14.81%) Data Science
6 4 (14.81%) Ontologies
6 4 (14.81%) RDF
6 4 (14.81%) Service Design
7 3 (11.11%) Architectural Design
7 3 (11.11%) Content Management
7 3 (11.11%) Data Architecture
7 3 (11.11%) Software Engineering
7 3 (11.11%) Stakeholder Engagement
Programming Languages
1 12 (44.44%) R
2 11 (40.74%) Python
3 5 (18.52%) SQL
4 4 (14.81%) SPARQL
5 3 (11.11%) Java
6 2 (7.41%) Scala
7 1 (3.70%) C
7 1 (3.70%) C#
7 1 (3.70%) C++
7 1 (3.70%) Clojure
7 1 (3.70%) Groovy
7 1 (3.70%) JavaScript
Qualifications
1 14 (51.85%) Security Cleared
2 12 (44.44%) SC Cleared
3 3 (11.11%) DBS Check
4 2 (7.41%) BPSS Clearance
5 1 (3.70%) Degree
5 1 (3.70%) DV Cleared
Quality Assurance & Compliance
1 1 (3.70%) QA
System Software
1 1 (3.70%) Docker
1 1 (3.70%) HDFS
Systems Management
1 2 (7.41%) Terraform
2 1 (3.70%) Kubernetes
Vendors
1 2 (7.41%) Altera
1 2 (7.41%) Microsemi
1 2 (7.41%) Xilinx
2 1 (3.70%) Cloudera
2 1 (3.70%) Google