Period
to 4 December 2021

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Northern Ireland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 4 December 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
UK > Northern Ireland
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 32 22 27
Rank change year-on-year -10 +5 -2
Permanent jobs citing Analytical Skills 77 29 50
As % of all permanent jobs advertised in Northern Ireland 10.08% 9.21% 9.11%
As % of the General category 17.00% 20.14% 17.92%
Number of salaries quoted 69 13 30
10th Percentile £35,000 £23,950 £23,750
25th Percentile £42,500 £28,750 £26,250
Median annual salary (50th Percentile) £75,000 £35,000 £40,000
Median % change year-on-year +114.29% -12.50% -
75th Percentile £78,750 £48,750 £49,688
90th Percentile £82,500 £68,000 £60,125
UK median annual salary £53,651 £50,000 £50,000
% change year-on-year +7.30% - +1.01%

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

All General Skills
Northern Ireland
Permanent vacancies with a requirement for common skills 453 144 279
As % of all permanent IT jobs advertised in Northern Ireland 59.29% 45.71% 50.82%
Number of salaries quoted 260 84 164
10th Percentile £27,500 £28,750 £26,250
25th Percentile £35,000 £32,500 £32,000
Median annual salary (50th Percentile) £47,500 £46,750 £42,000
Median % change year-on-year +1.60% +11.31% -6.15%
75th Percentile £68,750 £60,000 £55,000
90th Percentile £82,500 £70,000 £66,750
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +2.94%

Analytical Skills
Job Vacancy Trend in Northern Ireland

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

Job vacancy trend for Analytical Skills in Northern Ireland

Analytical Skills
Salary Trend in Northern Ireland

3-month moving average salary quoted in jobs citing Analytical Skills in Northern Ireland.

Salary trend for Analytical Skills in Northern Ireland

Analytical Skills
Salary Histogram in Northern Ireland

Salary distribution for jobs citing Analytical Skills in Northern Ireland over the 6 months to 4 December 2021.

Salary histogram for Analytical Skills in Northern Ireland

Analytical Skills
Job Locations in Northern Ireland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Northern Ireland region over the 6 months to 4 December 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
County Antrim -4 71 £75,000 +76.47% 3
County Down - 3 £30,000 -
Analytical Skills
UK

For the 6 months to 4 December 2021, IT 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 permanent job ads across the Northern Ireland region with a requirement for Analytical Skills.

1 45 (58.44%) Python
2 44 (57.14%) AWS
3 41 (53.25%) SaaS
3 41 (53.25%) Machine Learning
3 41 (53.25%) Big Data
3 41 (53.25%) Deep Learning
3 41 (53.25%) Tandem
3 41 (53.25%) Artificial Intelligence
3 41 (53.25%) Computer Vision
3 41 (53.25%) Edge Computing
4 37 (48.05%) Degree
5 31 (40.26%) Computer Science
5 31 (40.26%) Jenkins
5 31 (40.26%) Agile Software Development
5 31 (40.26%) Microservices
6 29 (37.66%) AWS CloudFormation
6 29 (37.66%) AWS Lambda
6 29 (37.66%) Serverless
6 29 (37.66%) Infrastructure as Code
6 29 (37.66%) Amazon RDS
6 29 (37.66%) CloudFront
6 29 (37.66%) Amazon S3
6 29 (37.66%) Cloud Computing
7 27 (35.06%) Scrum
8 25 (32.47%) QA
9 19 (24.68%) Java
10 17 (22.08%) JavaScript
10 17 (22.08%) MySQL
11 16 (20.78%) C
11 16 (20.78%) Problem-Solving

Analytical Skills
Co-occurring IT Skills in Northern Ireland 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 12 (15.58%) Apache Spark
Applications
1 3 (3.90%) Microsoft Excel
2 2 (2.60%) Microsoft PowerPoint
3 1 (1.30%) Microsoft Office
Cloud Services
1 44 (57.14%) AWS
2 41 (53.25%) SaaS
3 29 (37.66%) Amazon S3
3 29 (37.66%) AWS CloudFormation
3 29 (37.66%) AWS Lambda
3 29 (37.66%) Cloud Computing
3 29 (37.66%) CloudFront
3 29 (37.66%) Serverless
4 14 (18.18%) Amazon ECS
5 1 (1.30%) Azure
5 1 (1.30%) Azure Key Vault
5 1 (1.30%) Google Analytics
5 1 (1.30%) Google Workspace
Communications & Networking
1 14 (18.18%) SSL
2 4 (5.19%) Broadband
2 4 (5.19%) Internet
3 1 (1.30%) VPN
Database & Business Intelligence
1 41 (53.25%) Big Data
2 29 (37.66%) Amazon RDS
3 17 (22.08%) MySQL
4 15 (19.48%) Amazon Aurora
4 15 (19.48%) Amazon DynamoDB
4 15 (19.48%) MongoDB
4 15 (19.48%) NoSQL
5 12 (15.58%) Data Mining
6 2 (2.60%) DB2
6 2 (2.60%) SQL Server
Development Applications
1 31 (40.26%) Jenkins
2 2 (2.60%) CruiseControl
2 2 (2.60%) TeamCity
3 1 (1.30%) Git (software)
3 1 (1.30%) JIRA
General
1 16 (20.78%) Social Skills
2 12 (15.58%) Organisational Skills
3 6 (7.79%) Marketing
4 4 (5.19%) Telecoms
5 1 (1.30%) French Language
5 1 (1.30%) Law
5 1 (1.30%) Legal
5 1 (1.30%) Pharmaceutical
5 1 (1.30%) Retail
5 1 (1.30%) Spanish Language
Job Titles
1 15 (19.48%) Python Engineer
2 14 (18.18%) DevOps Engineer
2 14 (18.18%) Senior DevOps
2 14 (18.18%) Senior DevOps Engineer
3 12 (15.58%) Big Data Engineer
3 12 (15.58%) Data Engineer
4 9 (11.69%) Analyst
5 8 (10.39%) Business Analyst
6 7 (9.09%) Delivery Manager
7 4 (5.19%) Product Owner
7 4 (5.19%) Software Engineer
8 3 (3.90%) Developer
8 3 (3.90%) Java Developer
8 3 (3.90%) Project Delivery Manager
8 3 (3.90%) Web Manager
9 1 (1.30%) Digital Marketing Executive
9 1 (1.30%) Marketing Executive
9 1 (1.30%) Marketing Manager
9 1 (1.30%) Security Architect
9 1 (1.30%) Test Engineer
Libraries, Frameworks & Software Standards
1 15 (19.48%) Django
1 15 (19.48%) Flask
1 15 (19.48%) Swagger
1 15 (19.48%) Web Services
2 14 (18.18%) Kafka
3 3 (3.90%) J2EE
4 2 (2.60%) AngularJS
4 2 (2.60%) CSS
4 2 (2.60%) CSS3
4 2 (2.60%) Hibernate
4 2 (2.60%) HTML
4 2 (2.60%) HTML5
4 2 (2.60%) iBATIS
4 2 (2.60%) JMS
4 2 (2.60%) JPA
4 2 (2.60%) React
4 2 (2.60%) Spring
4 2 (2.60%) Spring Batch
4 2 (2.60%) Spring Boot
4 2 (2.60%) Spring Security
Miscellaneous
1 41 (53.25%) Tandem
2 12 (15.58%) Smart City
3 10 (12.99%) Management Information System
4 4 (5.19%) Self-Motivation
4 4 (5.19%) Smartphone
4 4 (5.19%) STB
5 1 (1.30%) Analytical Mindset
5 1 (1.30%) CCTV
5 1 (1.30%) Driving Licence
Operating Systems
1 5 (6.49%) Linux
2 4 (5.19%) Android
2 4 (5.19%) Apple iOS
2 4 (5.19%) Unix
3 1 (1.30%) SUSE
3 1 (1.30%) Windows
3 1 (1.30%) Windows 10
3 1 (1.30%) Windows Server
Processes & Methodologies
1 41 (53.25%) Artificial Intelligence
1 41 (53.25%) Computer Vision
1 41 (53.25%) Deep Learning
1 41 (53.25%) Edge Computing
1 41 (53.25%) Machine Learning
2 31 (40.26%) Agile Software Development
2 31 (40.26%) Computer Science
2 31 (40.26%) Microservices
3 29 (37.66%) Infrastructure as Code
4 27 (35.06%) Scrum
5 16 (20.78%) Problem-Solving
6 15 (19.48%) Mentoring
6 15 (19.48%) Project Delivery
6 15 (19.48%) Test Automation
7 14 (18.18%) DevOps
8 13 (16.88%) Data Management
9 12 (15.58%) Creative Thinking
9 12 (15.58%) Information Retrieval
9 12 (15.58%) Natural Language Processing
10 9 (11.69%) Project Management
Programming Languages
1 45 (58.44%) Python
2 19 (24.68%) Java
3 17 (22.08%) JavaScript
4 16 (20.78%) C
5 12 (15.58%) Perl
6 5 (6.49%) SQL
7 4 (5.19%) C++
8 2 (2.60%) ES6
8 2 (2.60%) Java 8
8 2 (2.60%) TypeScript
Qualifications
1 37 (48.05%) Degree
2 11 (14.29%) Computer Science Degree
3 1 (1.30%) CCNA
3 1 (1.30%) Cisco Certification
3 1 (1.30%) ITIL Certification
Quality Assurance & Compliance
1 25 (32.47%) QA
System Software
1 14 (18.18%) Docker
2 1 (1.30%) Active Directory
Systems Management
1 1 (1.30%) CASB
Vendors
1 3 (3.90%) Microsoft
2 2 (2.60%) Google
2 2 (2.60%) Oracle