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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 99 184 203
Rank change year-on-year +85 +19 -47
Permanent jobs citing Hadoop 244 24 55
As % of all permanent jobs advertised in Scotland 3.57% 0.55% 0.90%
As % of the Database & Business Intelligence category 13.04% 2.91% 4.90%
Number of salaries quoted 3 14 21
10th Percentile - £56,854 £37,500
25th Percentile £65,000 £61,180 £53,750
Median annual salary (50th Percentile) £70,000 £69,447 £61,750
Median % change year-on-year +0.80% +12.46% +12.27%
75th Percentile £77,500 £77,671 £68,750
90th Percentile £79,000 £77,715 £71,250
UK median annual salary £70,576 £75,277 £72,500
% change year-on-year -6.25% +3.83% -

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 1,871 825 1,123
As % of all permanent jobs advertised in Scotland 27.36% 18.96% 18.46%
Number of salaries quoted 454 465 588
10th Percentile £32,500 £36,250 £33,416
25th Percentile £40,000 £43,750 £40,580
Median annual salary (50th Percentile) £52,500 £60,000 £55,000
Median % change year-on-year -12.50% +9.09% +15.79%
75th Percentile £64,500 £75,000 £66,250
90th Percentile £75,000 £85,000 £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 1 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 +33 222 - -
Edinburgh +36 17 £70,000 +0.80% 5
Midlothian - 3 - - 3
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
1 239 (97.95%) Apache Spark
2 97 (39.75%) Apache
3 14 (5.74%) Apache Airflow
4 1 (0.41%) SAS
Cloud Services
1 197 (80.74%) AWS
2 63 (25.82%) Amazon EKS
2 63 (25.82%) Amazon SQS
3 49 (20.08%) Amazon EC2
3 49 (20.08%) Amazon ECS
3 49 (20.08%) Amazon EMR
3 49 (20.08%) AWS Lambda
3 49 (20.08%) Serverless
4 15 (6.15%) GCP
5 14 (5.74%) Amazon S3
5 14 (5.74%) Google Docs
5 14 (5.74%) Lucidchart
5 14 (5.74%) Miro
5 14 (5.74%) SaaS
5 14 (5.74%) Slack
6 4 (1.64%) Azure
7 3 (1.23%) Snowflake
8 2 (0.82%) Azure Data Factory
Communications & Networking
1 3 (1.23%) Network Security
Database & Business Intelligence
1 176 (72.13%) Big Data
2 154 (63.11%) NoSQL
3 82 (33.61%) Apache Hive
4 68 (27.87%) HBase
5 49 (20.08%) Electronic Patient Records
6 14 (5.74%) Elasticsearch
6 14 (5.74%) Impala
6 14 (5.74%) Redis
6 14 (5.74%) Scylla
7 3 (1.23%) Data Warehouse
8 2 (0.82%) Metadata
9 1 (0.41%) Relational Database
9 1 (0.41%) SQL Server
Development Applications
1 54 (22.13%) Bitbucket Server
1 54 (22.13%) Git
1 54 (22.13%) Jenkins
General
1 235 (96.31%) Inclusion and Diversity
2 221 (90.57%) Finance
2 221 (90.57%) Law
3 203 (83.20%) Legal
4 18 (7.38%) Marketing
5 17 (6.97%) Social Skills
6 1 (0.41%) Banking
6 1 (0.41%) Financial Institution
6 1 (0.41%) Games
6 1 (0.41%) Investment Banking
Job Titles
1 238 (97.54%) Software Engineer
2 152 (62.30%) Big Data Engineer
2 152 (62.30%) Big Data Software Engineer
3 135 (55.33%) AWS Engineer
3 135 (55.33%) AWS Software Engineer
4 97 (39.75%) Scala Engineer
4 97 (39.75%) Scala Software Engineer
5 79 (32.38%) Java Engineer
5 79 (32.38%) Java Software Engineer
6 58 (23.77%) Data Engineer
7 54 (22.13%) Database Developer
7 54 (22.13%) Database Engineer
7 54 (22.13%) Developer
7 54 (22.13%) Developer/Software Engineer
8 37 (15.16%) AWS Database Engineer
8 37 (15.16%) AWS Developer
9 25 (10.25%) Python Engineer
9 25 (10.25%) Python Software Engineer
10 23 (9.43%) Java Scala Software Engineer
11 15 (6.15%) Principal Engineer
Libraries, Frameworks & Software Standards
1 55 (22.54%) Spring
2 41 (16.80%) Spring Boot
3 18 (7.38%) Kafka
4 14 (5.74%) GraphQL
4 14 (5.74%) JPA
4 14 (5.74%) React
4 14 (5.74%) REST
5 3 (1.23%) CSS
5 3 (1.23%) HTML
5 3 (1.23%) MLlib
5 3 (1.23%) MXNet
5 3 (1.23%) NumPy
5 3 (1.23%) PyTorch
5 3 (1.23%) scikit-learn
5 3 (1.23%) SciPy
5 3 (1.23%) TensorFlow
Miscellaneous
1 161 (65.98%) Algorithms
2 56 (22.95%) Cloud Native
3 41 (16.80%) Legacy Code
4 15 (6.15%) Public Cloud
5 14 (5.74%) Data Structures
6 5 (2.05%) Legacy Systems
6 5 (2.05%) Management Information System
7 3 (1.23%) Distributed Systems
7 3 (1.23%) Onboarding
8 1 (0.41%) Distributed Applications
8 1 (0.41%) Distributed Computing
8 1 (0.41%) Distributed Denial-of-Service
Operating Systems
1 68 (27.87%) Unix
2 3 (1.23%) Linux
Processes & Methodologies
1 241 (98.77%) Software Engineering
2 222 (90.98%) Agile
3 220 (90.16%) CI/CD
4 208 (85.25%) Risk Management
5 180 (73.77%) Operational Stability
6 179 (73.36%) SDLC
7 148 (60.66%) Visualisation
8 144 (59.02%) Continuous Improvement
9 113 (46.31%) Artificial Intelligence
9 113 (46.31%) Machine Learning
10 76 (31.15%) Decision-Making
11 68 (27.87%) Microservices
12 62 (25.41%) Problem-Solving
13 55 (22.54%) TDD
14 54 (22.13%) Batch Processing
14 54 (22.13%) Community of Practice
14 54 (22.13%) Open Source
14 54 (22.13%) Test Automation
15 49 (20.08%) Performance Tuning
16 44 (18.03%) Data Modelling
Programming Languages
1 225 (92.21%) Java
2 211 (86.48%) SQL
3 127 (52.05%) Scala
4 103 (42.21%) Python
5 54 (22.13%) PL/SQL
6 14 (5.74%) Bash
6 14 (5.74%) Go
7 3 (1.23%) JavaScript
8 1 (0.41%) C++
8 1 (0.41%) R
Qualifications
1 5 (2.05%) Degree
2 3 (1.23%) PhD
3 2 (0.82%) Computer Science Degree
Quality Assurance & Compliance
1 14 (5.74%) SLA
2 3 (1.23%) Data Quality
System Software
1 68 (27.87%) HDFS
Systems Management
1 54 (22.13%) Terraform
2 14 (5.74%) Kubernetes
Vendors
1 72 (29.51%) Databricks
2 68 (27.87%) Cloudera
3 54 (22.13%) Informatica
4 14 (5.74%) Dell
4 14 (5.74%) Google
5 3 (1.23%) Oracle
5 3 (1.23%) Splunk
6 2 (0.82%) Microsoft
7 1 (0.41%) Teradata