Hadoop Jobs in Scotland

Apache Hadoop
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 15 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
15 Apr 2024
Same period 2023 Same period 2022
Rank 96 187 175
Rank change year-on-year +91 -12 -19
Permanent jobs citing Hadoop 258 47 70
As % of all permanent jobs advertised in Scotland 3.88% 0.98% 1.24%
As % of the Database & Business Intelligence category 13.31% 5.49% 6.39%
Number of salaries quoted 0 14 37
10th Percentile - £55,000 £37,500
25th Percentile - £61,180 £48,750
Median annual salary (50th Percentile) - £68,474 £60,000
Median % change year-on-year - +14.12% -3.61%
75th Percentile - £76,411 £69,000
90th Percentile - £77,715 £78,063
UK median annual salary £80,000 £75,554 £72,500
% change year-on-year +5.89% +4.21% +3.57%

All Database and Business Intelligence Skills
Scotland

Hadoop 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 Scotland with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 1,939 856 1,095
As % of all permanent jobs advertised in Scotland 29.18% 17.92% 19.39%
Number of salaries quoted 505 471 589
10th Percentile £32,500 £36,250 £33,750
25th Percentile £41,250 £41,625 £41,250
Median annual salary (50th Percentile) £54,000 £60,000 £52,500
Median % change year-on-year -10.00% +14.29% +10.53%
75th Percentile £65,000 £77,715 £65,000
90th Percentile £77,500 £89,852 £73,750
UK median annual salary £57,500 £64,596 £60,000
% change year-on-year -10.98% +7.66% +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 April 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 +38 229 - - 1
Edinburgh +32 24 - - 5
Midlothian - 3 - - 1
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
1 256 (99.22%) Apache Spark
2 99 (38.37%) Apache
3 16 (6.20%) Apache Airflow
4 1 (0.39%) SAS
Cloud Services
1 213 (82.56%) AWS
2 73 (28.29%) Amazon SQS
3 66 (25.58%) Amazon EKS
4 50 (19.38%) Amazon EC2
4 50 (19.38%) Amazon ECS
4 50 (19.38%) Amazon EMR
4 50 (19.38%) AWS Lambda
4 50 (19.38%) Serverless
5 24 (9.30%) GCP
5 24 (9.30%) SaaS
6 23 (8.91%) Amazon S3
6 23 (8.91%) Google Docs
6 23 (8.91%) Lucidchart
6 23 (8.91%) Miro
6 23 (8.91%) Slack
7 3 (1.16%) Azure
7 3 (1.16%) Snowflake
8 2 (0.78%) Azure Data Factory
Database & Business Intelligence
1 192 (74.42%) Big Data
2 158 (61.24%) NoSQL
3 87 (33.72%) Apache Hive
4 72 (27.91%) HBase
5 50 (19.38%) Electronic Patient Records
6 23 (8.91%) Elasticsearch
6 23 (8.91%) Redis
6 23 (8.91%) Scylla
7 16 (6.20%) Impala
8 4 (1.55%) Data Warehouse
9 2 (0.78%) Metadata
10 1 (0.39%) Apache Accumulo
10 1 (0.39%) Apache Cassandra
10 1 (0.39%) Flink
10 1 (0.39%) Relational Database
10 1 (0.39%) SQL Server
Development Applications
1 55 (21.32%) Bitbucket Server
1 55 (21.32%) Git
1 55 (21.32%) Jenkins
2 1 (0.39%) JUnit
General
1 249 (96.51%) Inclusion and Diversity
2 228 (88.37%) Finance
2 228 (88.37%) Law
3 209 (81.01%) Legal
4 26 (10.08%) Social Skills
5 19 (7.36%) Marketing
Job Titles
1 252 (97.67%) Software Engineer
2 157 (60.85%) Big Data Engineer
2 157 (60.85%) Big Data Software Engineer
3 135 (52.33%) AWS Engineer
3 135 (52.33%) AWS Software Engineer
4 99 (38.37%) Scala Engineer
4 99 (38.37%) Scala Software Engineer
5 81 (31.40%) Java Engineer
5 81 (31.40%) Java Software Engineer
6 59 (22.87%) Data Engineer
7 55 (21.32%) Database Developer
7 55 (21.32%) Database Engineer
7 55 (21.32%) Developer
7 55 (21.32%) Developer/Software Engineer
8 36 (13.95%) AWS Database Engineer
8 36 (13.95%) AWS Developer
9 29 (11.24%) Python Engineer
9 29 (11.24%) Python Software Engineer
10 24 (9.30%) Principal Engineer
10 24 (9.30%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 58 (22.48%) Spring
2 42 (16.28%) Spring Boot
3 27 (10.47%) Kafka
4 23 (8.91%) GraphQL
5 16 (6.20%) JPA
5 16 (6.20%) React
5 16 (6.20%) REST
6 3 (1.16%) MLlib
6 3 (1.16%) MXNet
6 3 (1.16%) NumPy
6 3 (1.16%) PyTorch
6 3 (1.16%) scikit-learn
6 3 (1.16%) SciPy
6 3 (1.16%) TensorFlow
7 1 (0.39%) Apache NiFi
7 1 (0.39%) Web Services
Miscellaneous
1 173 (67.05%) Algorithms
2 59 (22.87%) Cloud Native
3 42 (16.28%) Legacy Code
4 23 (8.91%) Data Structures
5 16 (6.20%) Public Cloud
6 7 (2.71%) Legacy Systems
6 7 (2.71%) Management Information System
7 4 (1.55%) Distributed Systems
8 3 (1.16%) Onboarding
Operating Systems
1 71 (27.52%) Unix
2 1 (0.39%) Linux
Processes & Methodologies
1 255 (98.84%) Software Engineering
2 229 (88.76%) Agile
2 229 (88.76%) CI/CD
3 216 (83.72%) Risk Management
4 186 (72.09%) Operational Stability
4 186 (72.09%) SDLC
5 148 (57.36%) Visualisation
6 147 (56.98%) Continuous Improvement
7 117 (45.35%) Machine Learning
8 116 (44.96%) Artificial Intelligence
9 81 (31.40%) Decision-Making
10 72 (27.91%) Problem-Solving
11 71 (27.52%) Microservices
12 55 (21.32%) Batch Processing
12 55 (21.32%) Community of Practice
12 55 (21.32%) Open Source
12 55 (21.32%) TDD
12 55 (21.32%) Test Automation
13 50 (19.38%) Performance Tuning
14 46 (17.83%) Data Modelling
Programming Languages
1 240 (93.02%) Java
2 215 (83.33%) SQL
3 140 (54.26%) Scala
4 115 (44.57%) Python
5 55 (21.32%) PL/SQL
6 24 (9.30%) Bash
6 24 (9.30%) Go
7 1 (0.39%) C++
7 1 (0.39%) R
Qualifications
1 3 (1.16%) Degree
1 3 (1.16%) PhD
Quality Assurance & Compliance
1 16 (6.20%) SLA
2 3 (1.16%) Data Quality
System Software
1 71 (27.52%) HDFS
2 1 (0.39%) Docker
Systems Management
1 55 (21.32%) Terraform
2 24 (9.30%) Kubernetes
3 1 (0.39%) Rancher
Vendors
1 74 (28.68%) Databricks
2 71 (27.52%) Cloudera
3 55 (21.32%) Informatica
4 24 (9.30%) Dell
4 24 (9.30%) Google
5 3 (1.16%) Oracle
6 2 (0.78%) Microsoft
7 1 (0.39%) StreamSets
7 1 (0.39%) Teradata