Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 18 August 2022 with a comparison to the same period in the previous 2 years.

Big Data
England > North East
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 92 100 68
Rank change year-on-year +8 -32 -9
Permanent jobs citing Big Data 16 7 6
As % of all permanent jobs advertised in the North East 1.15% 0.59% 0.80%
As % of the Database & Business Intelligence category 5.35% 2.28% 3.05%
Number of salaries quoted 15 6 6
10th Percentile - £53,042 £37,500
25th Percentile £40,749 £61,032 £41,250
Median annual salary (50th Percentile) £65,000 £90,000 £56,250
Median % change year-on-year -27.78% +60.00% +2.74%
75th Percentile £73,750 £95,000 £63,438
90th Percentile - - £76,875
England median annual salary £80,000 £70,000 £67,500
% change year-on-year +14.29% +3.70% -3.57%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North East
Permanent vacancies with a requirement for database or business intelligence skills 299 307 197
As % of all permanent IT jobs advertised in the North East 21.43% 25.82% 26.27%
Number of salaries quoted 215 256 172
10th Percentile £33,250 £31,000 £31,250
25th Percentile £39,193 £33,750 £34,500
Median annual salary (50th Percentile) £45,000 £43,500 £42,500
Median % change year-on-year +3.45% +2.35% -
75th Percentile £62,500 £55,000 £50,625
90th Percentile £80,000 £65,000 £58,750
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Big Data
Job Vacancy Trend in the North East

Job postings citing Big Data as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for Big Data in the North East

Big Data
Salary Trend in the North East

3-month moving average salary quoted in jobs citing Big Data in the North East.

Salary trend for Big Data in the North East

Big Data
Salary Histogram in the North East

Salary distribution for jobs citing Big Data in the North East over the 6 months to 18 August 2022.

Salary histogram for Big Data in the North East

Big Data
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the North East 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Tyne and Wear +10 14 £67,500 -25.00% 5
Durham - 2 £16,000 - 1
Big Data
England

For the 6 months to 18 August 2022, IT jobs citing Big Data 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 North East region with a requirement for Big Data.

1 9 (56.25%) Agile
1 9 (56.25%) Cybersecurity
1 9 (56.25%) Hybrid Cloud
2 8 (50.00%) Retail
3 6 (37.50%) Project Management
4 5 (31.25%) Java
4 5 (31.25%) Scrum
4 5 (31.25%) Python
4 5 (31.25%) R
4 5 (31.25%) DevOps
4 5 (31.25%) Mentoring
5 4 (25.00%) Data Engineering
5 4 (25.00%) Creative Problem-Solving
5 4 (25.00%) Numerate Degree
5 4 (25.00%) Problem-Solving
5 4 (25.00%) Data Science
5 4 (25.00%) Data Collection
5 4 (25.00%) Machine Learning
5 4 (25.00%) Artificial Intelligence
5 4 (25.00%) Statistics
5 4 (25.00%) Degree
5 4 (25.00%) Mathematics
5 4 (25.00%) Computer Science
5 4 (25.00%) PhD
6 3 (18.75%) ITIL
6 3 (18.75%) Finance
6 3 (18.75%) TOGAF
6 3 (18.75%) Enterprise Architecture
6 3 (18.75%) Agile Project Management
6 3 (18.75%) Security Architecture

Big Data
Co-occurring IT Skills in the North East 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 1 (6.25%) Apache Spark
Cloud Services
1 1 (6.25%) Salesforce Sales Cloud
1 1 (6.25%) Salesforce Service Cloud
Database & Business Intelligence
1 2 (12.50%) SQL Server
2 1 (6.25%) Apache Hive
2 1 (6.25%) Hadoop
2 1 (6.25%) Informix
2 1 (6.25%) MongoDB
2 1 (6.25%) MySQL
2 1 (6.25%) SQL Server Integration Services
Development Applications
1 1 (6.25%) eggPlant
1 1 (6.25%) Gatling
General
1 8 (50.00%) Retail
2 3 (18.75%) Finance
3 1 (6.25%) Social Skills
Job Titles
1 3 (18.75%) Agile Project Manager
1 3 (18.75%) Architect
1 3 (18.75%) Project Manager
1 3 (18.75%) Senior Manager
1 3 (18.75%) Senior Project Manager
2 2 (12.50%) Consultant
2 2 (12.50%) Salesforce Consultant
2 2 (12.50%) Senior Architect
3 1 (6.25%) Analyst
3 1 (6.25%) Analyst Developer
3 1 (6.25%) Data Manager
3 1 (6.25%) Developer
3 1 (6.25%) Functional Consultant
3 1 (6.25%) Lead Architect
3 1 (6.25%) Migration Analyst
3 1 (6.25%) Salesforce Functional Consultant
3 1 (6.25%) Salesforce Technical Consultant
3 1 (6.25%) Technical Consultant
3 1 (6.25%) Test Automation Manager
3 1 (6.25%) Test Manager
Libraries, Frameworks & Software Standards
1 1 (6.25%) Lightning Web Components
1 1 (6.25%) Visualforce
Miscellaneous
1 9 (56.25%) Hybrid Cloud
2 1 (6.25%) Data Protection Act
Processes & Methodologies
1 9 (56.25%) Agile
1 9 (56.25%) Cybersecurity
2 6 (37.50%) Project Management
3 5 (31.25%) DevOps
3 5 (31.25%) Mentoring
3 5 (31.25%) Scrum
4 4 (25.00%) Artificial Intelligence
4 4 (25.00%) Computer Science
4 4 (25.00%) Creative Problem-Solving
4 4 (25.00%) Data Collection
4 4 (25.00%) Data Engineering
4 4 (25.00%) Data Science
4 4 (25.00%) Machine Learning
4 4 (25.00%) Mathematics
4 4 (25.00%) Problem-Solving
4 4 (25.00%) Statistics
5 3 (18.75%) Agile Project Management
5 3 (18.75%) Enterprise Architecture
5 3 (18.75%) Security Architecture
5 3 (18.75%) TOGAF
Programming Languages
1 5 (31.25%) Java
1 5 (31.25%) Python
1 5 (31.25%) R
2 2 (12.50%) SQL
3 1 (6.25%) Apex Code
3 1 (6.25%) C#
Qualifications
1 4 (25.00%) Degree
1 4 (25.00%) Numerate Degree
1 4 (25.00%) PhD
2 3 (18.75%) TOGAF Certification
Quality Assurance & Compliance
1 2 (12.50%) QA
Vendors
1 2 (12.50%) Salesforce.com
2 1 (6.25%) Informatica
2 1 (6.25%) Oracle