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 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 94 177 172
Rank change year-on-year +83 -5 -17
Permanent jobs citing Hadoop 263 45 65
As % of all permanent jobs advertised in Scotland 3.92% 0.96% 1.14%
As % of the Database & Business Intelligence category 13.54% 5.24% 6.02%
Number of salaries quoted 0 14 34
10th Percentile - £55,000 £37,500
25th Percentile - £61,180 £48,813
Median annual salary (50th Percentile) - £68,474 £60,000
Median % change year-on-year - +14.12% -
75th Percentile - £76,411 £68,938
90th Percentile - £77,715 £79,031
UK median annual salary £77,500 £75,554 £72,500
% change year-on-year +2.58% +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 1,943 858 1,079
As % of all permanent jobs advertised in Scotland 28.93% 18.22% 18.86%
Number of salaries quoted 488 476 581
10th Percentile £32,500 £36,250 £33,750
25th Percentile £40,833 £42,688 £40,500
Median annual salary (50th Percentile) £53,000 £60,000 £52,500
Median % change year-on-year -11.67% +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 £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 28 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 +39 234 - - 1
Edinburgh +39 24 - - 3
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
1 261 (99.24%) Apache Spark
2 101 (38.40%) Apache
3 16 (6.08%) Apache Airflow
4 1 (0.38%) SAS
Cloud Services
1 217 (82.51%) AWS
2 74 (28.14%) Amazon SQS
3 67 (25.48%) Amazon EKS
4 51 (19.39%) Amazon EC2
4 51 (19.39%) Amazon ECS
4 51 (19.39%) Amazon EMR
4 51 (19.39%) AWS Lambda
4 51 (19.39%) Serverless
5 25 (9.51%) GCP
6 24 (9.13%) SaaS
7 23 (8.75%) Amazon S3
7 23 (8.75%) Google Docs
7 23 (8.75%) Lucidchart
7 23 (8.75%) Miro
7 23 (8.75%) Slack
8 4 (1.52%) Azure
9 3 (1.14%) Snowflake
10 2 (0.76%) Azure Data Factory
Database & Business Intelligence
1 196 (74.52%) Big Data
2 161 (61.22%) NoSQL
3 88 (33.46%) Apache Hive
4 73 (27.76%) HBase
5 51 (19.39%) Electronic Patient Records
6 23 (8.75%) Elasticsearch
6 23 (8.75%) Redis
6 23 (8.75%) Scylla
7 16 (6.08%) Impala
8 4 (1.52%) Data Warehouse
9 2 (0.76%) Metadata
10 1 (0.38%) Apache Accumulo
10 1 (0.38%) Apache Cassandra
10 1 (0.38%) Flink
10 1 (0.38%) Relational Database
10 1 (0.38%) SQL Server
Development Applications
1 56 (21.29%) Bitbucket Server
1 56 (21.29%) Git
1 56 (21.29%) Jenkins
2 1 (0.38%) JUnit
General
1 254 (96.58%) Inclusion and Diversity
2 233 (88.59%) Finance
2 233 (88.59%) Law
3 213 (80.99%) Legal
4 26 (9.89%) Social Skills
5 20 (7.60%) Marketing
6 1 (0.38%) Banking
6 1 (0.38%) Financial Institution
6 1 (0.38%) Games
6 1 (0.38%) Investment Banking
Job Titles
1 257 (97.72%) Software Engineer
2 160 (60.84%) Big Data Engineer
2 160 (60.84%) Big Data Software Engineer
3 139 (52.85%) AWS Engineer
3 139 (52.85%) AWS Software Engineer
4 101 (38.40%) Scala Engineer
4 101 (38.40%) Scala Software Engineer
5 83 (31.56%) Java Engineer
5 83 (31.56%) Java Software Engineer
6 60 (22.81%) Data Engineer
7 56 (21.29%) Database Developer
7 56 (21.29%) Database Engineer
7 56 (21.29%) Developer
7 56 (21.29%) Developer/Software Engineer
8 37 (14.07%) AWS Database Engineer
8 37 (14.07%) AWS Developer
9 29 (11.03%) Python Engineer
9 29 (11.03%) Python Software Engineer
10 25 (9.51%) Principal Engineer
10 25 (9.51%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 59 (22.43%) Spring
2 43 (16.35%) Spring Boot
3 28 (10.65%) Kafka
4 23 (8.75%) GraphQL
5 16 (6.08%) JPA
5 16 (6.08%) React
5 16 (6.08%) REST
6 3 (1.14%) MLlib
6 3 (1.14%) MXNet
6 3 (1.14%) NumPy
6 3 (1.14%) PyTorch
6 3 (1.14%) scikit-learn
6 3 (1.14%) SciPy
6 3 (1.14%) TensorFlow
7 1 (0.38%) Apache NiFi
7 1 (0.38%) Web Services
Miscellaneous
1 176 (66.92%) Algorithms
2 61 (23.19%) Cloud Native
3 43 (16.35%) Legacy Code
4 23 (8.75%) Data Structures
5 17 (6.46%) Public Cloud
6 7 (2.66%) Legacy Systems
6 7 (2.66%) Management Information System
7 4 (1.52%) Distributed Systems
8 3 (1.14%) Onboarding
9 1 (0.38%) Distributed Applications
9 1 (0.38%) Distributed Computing
Operating Systems
1 72 (27.38%) Unix
2 1 (0.38%) Linux
Processes & Methodologies
1 260 (98.86%) Software Engineering
2 234 (88.97%) Agile
3 233 (88.59%) CI/CD
4 220 (83.65%) Risk Management
5 190 (72.24%) Operational Stability
6 189 (71.86%) SDLC
7 151 (57.41%) Visualisation
8 150 (57.03%) Continuous Improvement
9 120 (45.63%) Machine Learning
10 119 (45.25%) Artificial Intelligence
11 82 (31.18%) Decision-Making
12 73 (27.76%) Problem-Solving
13 72 (27.38%) Microservices
14 57 (21.67%) TDD
15 56 (21.29%) Batch Processing
15 56 (21.29%) Community of Practice
15 56 (21.29%) Open Source
15 56 (21.29%) Test Automation
16 51 (19.39%) Performance Tuning
17 47 (17.87%) Data Modelling
Programming Languages
1 245 (93.16%) Java
2 219 (83.27%) SQL
3 143 (54.37%) Scala
4 116 (44.11%) Python
5 56 (21.29%) PL/SQL
6 24 (9.13%) Bash
6 24 (9.13%) Go
7 1 (0.38%) C++
7 1 (0.38%) R
Qualifications
1 3 (1.14%) Degree
1 3 (1.14%) PhD
Quality Assurance & Compliance
1 16 (6.08%) SLA
2 3 (1.14%) Data Quality
System Software
1 72 (27.38%) HDFS
2 1 (0.38%) Docker
Systems Management
1 56 (21.29%) Terraform
2 24 (9.13%) Kubernetes
3 1 (0.38%) Rancher
Vendors
1 76 (28.90%) Databricks
2 72 (27.38%) Cloudera
3 56 (21.29%) Informatica
4 24 (9.13%) Dell
4 24 (9.13%) Google
5 3 (1.14%) Oracle
6 2 (0.76%) Microsoft
7 1 (0.38%) StreamSets
7 1 (0.38%) Teradata