Apache Spark Jobs in Scotland

Apache Spark
UK > Scotland

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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 42 191 188
Rank change year-on-year +149 -3 -48
Permanent jobs citing Apache Spark 585 18 74
As % of all permanent jobs advertised in Scotland 8.55% 0.41% 1.21%
As % of the Application Platforms category 49.45% 5.04% 9.08%
Number of salaries quoted 4 6 34
10th Percentile - £52,500 £31,000
25th Percentile £46,250 £53,125 £48,750
Median annual salary (50th Percentile) £47,500 £60,000 £57,500
Median % change year-on-year -20.83% +4.35% -12.55%
75th Percentile £48,750 £66,875 £66,250
90th Percentile - £67,500 £68,608
UK median annual salary £80,000 £87,500 £75,000
% change year-on-year -8.57% +16.67% -

All Application Platform Skills
Scotland

Apache Spark is in the Application Platforms 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 application platform skills.

Permanent vacancies with a requirement for application platform skills 1,183 357 815
As % of all permanent jobs advertised in Scotland 17.28% 8.21% 13.38%
Number of salaries quoted 198 244 357
10th Percentile £26,750 £26,975 £30,000
25th Percentile £32,500 £35,000 £36,527
Median annual salary (50th Percentile) £45,000 £50,238 £50,000
Median % change year-on-year -10.43% +0.48% +5.26%
75th Percentile £54,500 £65,000 £65,000
90th Percentile £68,950 £77,715 £72,700
UK median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - +4.76%

Apache Spark
Job Vacancy Trend in Scotland

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

Job vacancy trend for Apache Spark in Scotland

Apache Spark
Salary Trend in Scotland

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

Salary trend for Apache Spark in Scotland

Apache Spark
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Scotland region over the 6 months to 2 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 +85 568 £47,500 - 4
Edinburgh +39 14 - - 5
Midlothian - 3 - -
Apache Spark
UK

Apache Spark
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
1 111 (18.97%) Apache
2 102 (17.44%) Apache Airflow
3 1 (0.17%) SAS
Cloud Services
1 437 (74.70%) AWS
2 63 (10.77%) Amazon EKS
2 63 (10.77%) Amazon SQS
3 49 (8.38%) Amazon EC2
3 49 (8.38%) Amazon ECS
3 49 (8.38%) Amazon EMR
3 49 (8.38%) AWS Lambda
3 49 (8.38%) Serverless
4 19 (3.25%) GCP
5 14 (2.39%) Amazon S3
5 14 (2.39%) Google Docs
5 14 (2.39%) Lucidchart
5 14 (2.39%) Miro
5 14 (2.39%) SaaS
5 14 (2.39%) Slack
6 6 (1.03%) Azure
7 4 (0.68%) Cloud Computing
7 4 (0.68%) Power Platform
8 1 (0.17%) Snowflake
Communications & Networking
1 16 (2.74%) DSL
Database & Business Intelligence
1 481 (82.22%) Big Data
2 337 (57.61%) NoSQL
3 239 (40.85%) Hadoop
4 123 (21.03%) Apache Hive
5 98 (16.75%) HBase
6 49 (8.38%) Electronic Patient Records
7 20 (3.42%) Data Lake
8 16 (2.74%) DB2
8 16 (2.74%) MongoDB
8 16 (2.74%) Tableau
9 14 (2.39%) Elasticsearch
9 14 (2.39%) Impala
9 14 (2.39%) Redis
9 14 (2.39%) Scylla
10 10 (1.71%) Flink
11 5 (0.85%) SQL Server
12 4 (0.68%) PostgreSQL
12 4 (0.68%) Power BI
13 1 (0.17%) Data Warehouse
13 1 (0.17%) Relational Database
Development Applications
1 84 (14.36%) Bitbucket Server
1 84 (14.36%) Git
1 84 (14.36%) Jenkins
General
1 578 (98.80%) Inclusion and Diversity
2 563 (96.24%) Finance
2 563 (96.24%) Law
3 292 (49.91%) Marketing
4 260 (44.44%) Legal
5 155 (26.50%) Influencing Skills
6 68 (11.62%) Financial Institution
7 28 (4.79%) Banking
8 17 (2.91%) Investment Banking
8 17 (2.91%) Social Skills
9 16 (2.74%) Analytical Skills
10 11 (1.88%) Private Banking
11 1 (0.17%) Games
Job Titles
1 500 (85.47%) Software Engineer
2 365 (62.39%) Big Data Engineer
2 365 (62.39%) Big Data Software Engineer
3 201 (34.36%) Scala Engineer
3 201 (34.36%) Scala Software Engineer
4 186 (31.79%) Java Engineer
4 186 (31.79%) Java Software Engineer
5 185 (31.62%) Data Engineer
6 176 (30.09%) Lead
6 176 (30.09%) Lead Software Engineer
7 173 (29.57%) AWS Engineer
7 173 (29.57%) AWS Software Engineer
8 144 (24.62%) Lead Big Data Engineer
9 119 (20.34%) Java Scala Software Engineer
10 111 (18.97%) Python Engineer
10 111 (18.97%) Python Software Engineer
11 96 (16.41%) Lead Java Engineer
12 82 (14.02%) Senior
13 81 (13.85%) Senior Software Engineer
14 65 (11.11%) Developer
Libraries, Frameworks & Software Standards
1 120 (20.51%) PySpark
2 80 (13.68%) Kafka
3 76 (12.99%) Spring
4 51 (8.72%) Spring Boot
5 24 (4.10%) React
6 21 (3.59%) AngularJS
7 14 (2.39%) GraphQL
7 14 (2.39%) JPA
7 14 (2.39%) REST
8 3 (0.51%) MLlib
8 3 (0.51%) MXNet
8 3 (0.51%) NumPy
8 3 (0.51%) PyTorch
8 3 (0.51%) scikit-learn
8 3 (0.51%) SciPy
8 3 (0.51%) TensorFlow
Miscellaneous
1 202 (34.53%) Algorithms
2 177 (30.26%) Cloud Native
3 41 (7.01%) Legacy Code
4 31 (5.30%) Public Cloud
5 25 (4.27%) Data Structures
6 21 (3.59%) Management Information System
7 16 (2.74%) Product Ownership
8 10 (1.71%) Enterprise Software
9 5 (0.85%) Legacy Systems
10 3 (0.51%) Distributed Systems
10 3 (0.51%) Onboarding
11 1 (0.17%) Distributed Applications
11 1 (0.17%) Distributed Computing
Operating Systems
1 98 (16.75%) Unix
Processes & Methodologies
1 580 (99.15%) Software Engineering
2 554 (94.70%) Agile
3 511 (87.35%) SDLC
4 471 (80.51%) CI/CD
4 471 (80.51%) Operational Stability
5 270 (46.15%) Artificial Intelligence
5 270 (46.15%) Machine Learning
6 265 (45.30%) Risk Management
7 255 (43.59%) Community of Practice
8 220 (37.61%) Performance Tuning
9 195 (33.33%) Continuous Improvement
10 190 (32.48%) Visualisation
11 153 (26.15%) Problem-Solving
12 143 (24.44%) Decision-Making
13 139 (23.76%) Microservices
14 100 (17.09%) Test Automation
15 92 (15.73%) Coaching
16 91 (15.56%) Mentoring
17 85 (14.53%) TDD
18 84 (14.36%) Open Source
Programming Languages
1 449 (76.75%) Java
2 412 (70.43%) SQL
3 298 (50.94%) Scala
4 276 (47.18%) Python
5 100 (17.09%) PL/SQL
6 14 (2.39%) Bash
6 14 (2.39%) Go
7 1 (0.17%) C++
7 1 (0.17%) R
Qualifications
1 14 (2.39%) Degree
2 3 (0.51%) PhD
Quality Assurance & Compliance
1 37 (6.32%) Data Quality
2 30 (5.13%) SLA
System Software
1 98 (16.75%) HDFS
Systems Management
1 84 (14.36%) Terraform
2 78 (13.33%) Kubernetes
Vendors
1 144 (24.62%) Databricks
2 84 (14.36%) Informatica
3 68 (11.62%) Cloudera
4 18 (3.08%) Google
5 17 (2.91%) Oracle
6 16 (2.74%) Alteryx
6 16 (2.74%) Cognos
6 16 (2.74%) Sybase
7 14 (2.39%) Dell
8 1 (0.17%) Microsoft
8 1 (0.17%) Teradata