Hadoop Jobs in Scotland

Apache Hadoop
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Hadoop skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Hadoop over the 6 months leading up to 15 June 2024, comparing them to the same period in the previous two years.

6 months to
15 Jun 2024
Same period 2023 Same period 2022
Rank 108 190 209
Rank change year-on-year +82 +19 -67
Permanent jobs citing Hadoop 210 25 57
As % of all permanent jobs advertised in Scotland 3.07% 0.58% 0.90%
As % of the Database & Business Intelligence category 12.07% 3.07% 4.81%
Number of salaries quoted 4 16 21
10th Percentile - £58,090 £37,500
25th Percentile £65,000 £61,180 £53,750
Median annual salary (50th Percentile) £75,000 £69,447 £61,750
Median % change year-on-year +8.00% +12.46% +12.27%
75th Percentile £80,000 £77,585 £68,750
90th Percentile - £77,715 £71,250
UK median annual salary £70,000 £75,554 £72,500
% change year-on-year -7.35% +4.21% -3.33%

All Database and Business Intelligence Skills
Scotland

Hadoop falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in Scotland.

Permanent vacancies with a requirement for database or business intelligence skills 1,740 814 1,186
As % of all permanent jobs advertised in Scotland 25.44% 19.01% 18.72%
Number of salaries quoted 454 468 591
10th Percentile £32,500 £36,250 £33,250
25th Percentile £40,000 £44,785 £40,250
Median annual salary (50th Percentile) £52,500 £60,000 £55,000
Median % change year-on-year -12.50% +9.09% +15.79%
75th Percentile £65,000 £74,063 £66,250
90th Percentile £75,000 £84,339 £75,000
UK median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% +9.09%

Hadoop
Job Vacancy Trend in Scotland

Job postings citing Hadoop as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Hadoop in Scotland

Hadoop
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Hadoop in Scotland.

Salary trend for Hadoop in Scotland

Hadoop
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Scotland region over the 6 months to 15 June 2024. 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
Glasgow +38 189 - -
Edinburgh +29 16 £75,000 +8.00% 3
Midlothian - 3 - - 2
Hadoop
UK

Hadoop
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 204 (97.14%) Apache Spark
2 83 (39.52%) Apache
3 7 (3.33%) Apache Airflow
4 1 (0.48%) SAS
Cloud Services
1 169 (80.48%) AWS
2 54 (25.71%) Amazon SQS
3 49 (23.33%) Amazon EKS
4 42 (20.00%) Amazon EC2
4 42 (20.00%) Amazon ECS
4 42 (20.00%) Amazon EMR
4 42 (20.00%) AWS Lambda
4 42 (20.00%) Serverless
5 13 (6.19%) GCP
6 12 (5.71%) Amazon S3
6 12 (5.71%) Google Docs
6 12 (5.71%) Lucidchart
6 12 (5.71%) Miro
6 12 (5.71%) SaaS
6 12 (5.71%) Slack
7 4 (1.90%) Azure
8 3 (1.43%) Snowflake
9 2 (0.95%) Azure Data Factory
Communications & Networking
1 4 (1.90%) Network Security
Database & Business Intelligence
1 148 (70.48%) Big Data
2 135 (64.29%) NoSQL
3 70 (33.33%) Apache Hive
4 56 (26.67%) HBase
5 42 (20.00%) Electronic Patient Records
6 14 (6.67%) Impala
7 12 (5.71%) Elasticsearch
7 12 (5.71%) Redis
7 12 (5.71%) Scylla
8 3 (1.43%) Data Warehouse
9 2 (0.95%) Metadata
10 1 (0.48%) Relational Database
10 1 (0.48%) SQL Server
Development Applications
1 49 (23.33%) Bitbucket Server
1 49 (23.33%) Git
1 49 (23.33%) Jenkins
General
1 201 (95.71%) Inclusion and Diversity
2 188 (89.52%) Finance
2 188 (89.52%) Law
3 175 (83.33%) Legal
4 15 (7.14%) Social Skills
5 13 (6.19%) Marketing
6 1 (0.48%) Banking
6 1 (0.48%) Financial Institution
6 1 (0.48%) Games
6 1 (0.48%) Investment Banking
Job Titles
1 204 (97.14%) Software Engineer
2 131 (62.38%) Big Data Engineer
2 131 (62.38%) Big Data Software Engineer
3 121 (57.62%) AWS Engineer
3 121 (57.62%) AWS Software Engineer
4 83 (39.52%) Scala Engineer
4 83 (39.52%) Scala Software Engineer
5 52 (24.76%) Data Engineer
6 51 (24.29%) Java Engineer
6 51 (24.29%) Java Software Engineer
7 49 (23.33%) Database Developer
7 49 (23.33%) Database Engineer
7 49 (23.33%) Developer
7 49 (23.33%) Developer/Software Engineer
8 37 (17.62%) AWS Database Engineer
8 37 (17.62%) AWS Developer
9 18 (8.57%) Python Engineer
9 18 (8.57%) Python Software Engineer
10 13 (6.19%) Principal Engineer
10 13 (6.19%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 41 (19.52%) Spring
2 34 (16.19%) Spring Boot
3 16 (7.62%) Kafka
4 12 (5.71%) GraphQL
5 7 (3.33%) JPA
5 7 (3.33%) React
5 7 (3.33%) REST
6 4 (1.90%) CSS
6 4 (1.90%) HTML
7 3 (1.43%) MLlib
7 3 (1.43%) MXNet
7 3 (1.43%) NumPy
7 3 (1.43%) PyTorch
7 3 (1.43%) scikit-learn
7 3 (1.43%) SciPy
7 3 (1.43%) TensorFlow
Miscellaneous
1 140 (66.67%) Algorithms
2 49 (23.33%) Cloud Native
3 34 (16.19%) Legacy Code
4 15 (7.14%) Public Cloud
5 12 (5.71%) Data Structures
6 3 (1.43%) Distributed Systems
6 3 (1.43%) Onboarding
7 1 (0.48%) Distributed Applications
7 1 (0.48%) Distributed Computing
7 1 (0.48%) Distributed Denial-of-Service
Operating Systems
1 56 (26.67%) Unix
2 4 (1.90%) Linux
Processes & Methodologies
1 207 (98.57%) Software Engineering
2 189 (90.00%) Agile
3 187 (89.05%) CI/CD
4 175 (83.33%) Risk Management
5 154 (73.33%) Operational Stability
6 153 (72.86%) SDLC
7 130 (61.90%) Visualisation
8 125 (59.52%) Continuous Improvement
9 94 (44.76%) Artificial Intelligence
9 94 (44.76%) Machine Learning
10 62 (29.52%) Decision-Making
11 56 (26.67%) Microservices
12 53 (25.24%) Problem-Solving
13 50 (23.81%) TDD
14 49 (23.33%) Batch Processing
14 49 (23.33%) Community of Practice
14 49 (23.33%) Open Source
14 49 (23.33%) Test Automation
15 42 (20.00%) Performance Tuning
16 37 (17.62%) Data Modelling
Programming Languages
1 190 (90.48%) Java
2 178 (84.76%) SQL
3 111 (52.86%) Scala
4 90 (42.86%) Python
5 49 (23.33%) PL/SQL
6 12 (5.71%) Bash
6 12 (5.71%) Go
7 4 (1.90%) JavaScript
8 1 (0.48%) C++
8 1 (0.48%) R
Qualifications
1 5 (2.38%) Degree
2 3 (1.43%) PhD
3 2 (0.95%) Computer Science Degree
Quality Assurance & Compliance
1 14 (6.67%) SLA
2 3 (1.43%) Data Quality
System Software
1 56 (26.67%) HDFS
Systems Management
1 49 (23.33%) Terraform
2 12 (5.71%) Kubernetes
Vendors
1 60 (28.57%) Databricks
2 56 (26.67%) Cloudera
3 49 (23.33%) Informatica
4 12 (5.71%) Dell
4 12 (5.71%) Google
5 4 (1.90%) Splunk
6 3 (1.43%) Oracle
7 2 (0.95%) Microsoft
8 1 (0.48%) Teradata