Period
to 20 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 20 October 2021 with a comparison to the same period in the previous 2 years.

Statistics
England > Yorkshire
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 213 157 255
Rank change year-on-year -56 +98 -7
Permanent jobs citing Statistics 55 3 36
As % of all permanent jobs advertised in Yorkshire 0.82% 0.11% 0.52%
As % of the Processes & Methodologies category 0.87% 0.12% 0.57%
Number of salaries quoted 36 2 31
10th Percentile £32,500 £32,875 "
25th Percentile £33,250 £33,438 £31,250
Median annual salary (50th Percentile) £45,540 £36,250 £35,000
Median % change year-on-year +25.63% +3.57% -12.50%
75th Percentile £63,750 £38,438 £53,750
90th Percentile " £38,625 £95,000
England median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -1.79%

Statistics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,333 2,568 6,366
As % of all permanent IT jobs advertised in Yorkshire 94.12% 93.79% 91.68%
Number of salaries quoted 4,811 2,251 5,137
10th Percentile £31,250 £31,250 £26,250
25th Percentile £37,500 £37,500 £33,000
Median annual salary (50th Percentile) £50,000 £47,250 £45,000
Median % change year-on-year +5.82% +5.00% +5.88%
75th Percentile £63,750 £57,500 £55,000
90th Percentile £75,000 £65,000 £65,000
England median annual salary £58,000 £55,000 £52,500
% change year-on-year +5.45% +4.76% -

Statistics
Job Vacancy Trend in Yorkshire

Job postings citing Statistics as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Statistics in Yorkshire

Statistics
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Statistics in Yorkshire.

Salary trend for Statistics in Yorkshire

Statistics
Salary Histogram in Yorkshire

Salary distribution for jobs citing Statistics in Yorkshire over the 6 months to 20 October 2021.

Salary histogram for Statistics in Yorkshire

Statistics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Yorkshire region over the 6 months to 20 October 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
West Yorkshire -57 34 £52,500 +40.00% 5
North Yorkshire +3 13 - -
South Yorkshire - 5 £35,000 - 2
East Yorkshire - 3 £35,000 -
Statistics
England

For the 6 months to 20 October 2021, IT jobs citing Statistics 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 Yorkshire region with a requirement for Statistics.

1 42 (76.36%) SQL
2 39 (70.91%) Degree
3 30 (54.55%) Analytics
4 24 (43.64%) Analytical Skills
5 23 (41.82%) Computer Science
6 21 (38.18%) Finance
7 18 (32.73%) Data Analysis
7 18 (32.73%) Economics
7 18 (32.73%) Mathematics
7 18 (32.73%) Business Analytics
8 17 (30.91%) AWS
8 17 (30.91%) Numerate Degree
9 16 (29.09%) Data Science
9 16 (29.09%) Management Information System
9 16 (29.09%) Business Intelligence
9 16 (29.09%) Python
10 14 (25.45%) Microsoft Excel
11 13 (23.64%) VBA
11 13 (23.64%) Solvency II
11 13 (23.64%) Performance Measurement
11 13 (23.64%) Metadata
12 12 (21.82%) Visualisation
12 12 (21.82%) Big Data
12 12 (21.82%) Data Management
13 11 (20.00%) Data Visualisation
13 11 (20.00%) Hadoop
14 10 (18.18%) Business Transformation
14 10 (18.18%) Data Modelling
14 10 (18.18%) Broadband
14 10 (18.18%) Apache Spark

Statistics
Co-occurring IT Skills in Yorkshire 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 (18.18%) Apache Spark
2 6 (10.91%) Apache Airflow
2 6 (10.91%) Luigi
2 6 (10.91%) Tomcat
3 5 (9.09%) MS Project Server
4 3 (5.45%) SAS
Applications
1 14 (25.45%) Microsoft Excel
2 5 (9.09%) Microsoft Office
2 5 (9.09%) Microsoft Project
3 1 (1.82%) Microsoft PowerPoint
3 1 (1.82%) SPSS
Cloud Services
1 17 (30.91%) AWS
2 9 (16.36%) Amazon EC2
2 9 (16.36%) Amazon EMR
3 5 (9.09%) GCP
4 3 (5.45%) Amazon S3
4 3 (5.45%) Google Analytics
4 3 (5.45%) Google Tag Manager
5 1 (1.82%) Amazon Neptune
5 1 (1.82%) Amazon SageMaker
5 1 (1.82%) Power Platform
Communications & Networking
1 10 (18.18%) Broadband
Database & Business Intelligence
1 13 (23.64%) Metadata
2 12 (21.82%) Big Data
3 11 (20.00%) Hadoop
4 9 (16.36%) MySQL
5 8 (14.55%) Relational Database
6 7 (12.73%) NoSQL
7 6 (10.91%) Amazon RDS
7 6 (10.91%) Amazon Redshift
7 6 (10.91%) Apache Cassandra
7 6 (10.91%) Azkaban
7 6 (10.91%) PostgreSQL
8 5 (9.09%) Data Warehouse
9 2 (3.64%) BusinessObjects
9 2 (3.64%) BusinessObjects Web Intelligence
10 1 (1.82%) Amazon Athena
10 1 (1.82%) Data Mining
10 1 (1.82%) KNIME
10 1 (1.82%) Power BI
10 1 (1.82%) Text Mining
Development Applications
1 6 (10.91%) JIRA
2 1 (1.82%) Git (software)
2 1 (1.82%) Oracle APEX
2 1 (1.82%) Oracle Forms
General
1 24 (43.64%) Analytical Skills
2 21 (38.18%) Finance
3 9 (16.36%) Social Skills
4 6 (10.91%) Retail
5 4 (7.27%) Public Sector
6 3 (5.45%) Legal
6 3 (5.45%) Manufacturing
7 2 (3.64%) Pharmaceutical
8 1 (1.82%) Inclusion and Diversity
8 1 (1.82%) Organisational Skills
8 1 (1.82%) Presentation Skills
Job Titles
1 26 (47.27%) Analyst
2 13 (23.64%) Commercial Analyst
3 11 (20.00%) Data Analyst
4 10 (18.18%) Architect
4 10 (18.18%) Solutions Architect
5 9 (16.36%) Data Scientist
6 6 (10.91%) Senior Data Scientist
7 3 (5.45%) Data Warehouse Specialist
7 3 (5.45%) Information Architect
7 3 (5.45%) Senior Analyst
7 3 (5.45%) Senior Data Analyst
8 2 (3.64%) Capacity Analyst
8 2 (3.64%) Capacity Manager
8 2 (3.64%) Data Architect
8 2 (3.64%) Graduate
8 2 (3.64%) Graduate Programmer
8 2 (3.64%) Programmer
8 2 (3.64%) Statistical Programmer
9 1 (1.82%) Planning Manager
9 1 (1.82%) Test Leader
Libraries, Frameworks & Software Standards
1 6 (10.91%) Kafka
1 6 (10.91%) Spark Streaming
2 4 (7.27%) LAMP
2 4 (7.27%) LAPP Stack
3 2 (3.64%) XML
4 1 (1.82%) Matplotlib
4 1 (1.82%) NumPy
4 1 (1.82%) Pandas
4 1 (1.82%) scikit-learn
Miscellaneous
1 16 (29.09%) Management Information System
2 6 (10.91%) Data Structures
3 5 (9.09%) Cloud Native
3 5 (9.09%) Reference Data
3 5 (9.09%) Taxonomies
4 3 (5.45%) User Experience
5 2 (3.64%) Algorithms
5 2 (3.64%) Life Science
6 1 (1.82%) Linux Command Line
6 1 (1.82%) Self-Motivation
Operating Systems
1 7 (12.73%) Linux
2 1 (1.82%) Unix
Processes & Methodologies
1 30 (54.55%) Analytics
2 23 (41.82%) Computer Science
3 18 (32.73%) Business Analytics
3 18 (32.73%) Data Analysis
3 18 (32.73%) Economics
3 18 (32.73%) Mathematics
4 16 (29.09%) Business Intelligence
4 16 (29.09%) Data Science
5 13 (23.64%) Performance Measurement
6 12 (21.82%) Data Management
6 12 (21.82%) Visualisation
7 11 (20.00%) Data Visualisation
8 10 (18.18%) Business Transformation
8 10 (18.18%) Data Modelling
9 9 (16.36%) Problem-Solving
10 8 (14.55%) Artificial Intelligence
10 8 (14.55%) Data Engineering
10 8 (14.55%) Data Governance
11 7 (12.73%) Machine Learning
11 7 (12.73%) Project Management
Programming Languages
1 42 (76.36%) SQL
2 16 (29.09%) Python
3 13 (23.64%) VBA
4 6 (10.91%) PL/SQL
5 5 (9.09%) Java
6 4 (7.27%) C++
6 4 (7.27%) Scala
7 3 (5.45%) R
Qualifications
1 39 (70.91%) Degree
2 17 (30.91%) Numerate Degree
3 4 (7.27%) Master's Degree
4 1 (1.82%) ISTQB
4 1 (1.82%) ISTQB Advanced Certification
4 1 (1.82%) ISTQB Foundation Certification
4 1 (1.82%) PhD
Quality Assurance & Compliance
1 13 (23.64%) Solvency II
2 7 (12.73%) Data Quality
3 3 (5.45%) GDPR
4 2 (3.64%) CDISC
4 2 (3.64%) QA
Vendors
1 6 (10.91%) Microsoft
1 6 (10.91%) Oracle
2 5 (9.09%) StreamSets
3 3 (5.45%) Google
4 2 (3.64%) SAP
5 1 (1.82%) Alteryx
5 1 (1.82%) Dataiku