Apache Spark Jobs in Glasgow

Apache Spark
Scotland > Glasgow

The table below provides summary statistics for permanent job vacancies advertised in Glasgow requiring Apache Spark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Apache Spark over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 34 125 92
Rank change year-on-year +91 -33 -1
Permanent jobs citing Apache Spark 492 4 35
As % of all permanent jobs advertised in Glasgow 12.92% 0.27% 2.14%
As % of the Application Platforms category 56.68% 3.15% 15.84%
Number of salaries quoted 4 0 21
10th Percentile - - £31,000
25th Percentile £46,250 - £48,750
Median annual salary (50th Percentile) £47,500 - £55,000
Median % change year-on-year - - +15.79%
75th Percentile £48,750 - £66,250
90th Percentile - - £68,750
Scotland median annual salary £47,500 £60,000 £57,500
% change year-on-year -20.83% +4.35% -8.00%

All Application Platform Skills
Glasgow

Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring application platform skills in Glasgow.

Permanent vacancies with a requirement for application platform skills 868 127 221
As % of all permanent jobs advertised in Glasgow 22.80% 8.50% 13.48%
Number of salaries quoted 74 99 84
10th Percentile £28,725 £24,000 £31,000
25th Percentile £32,500 £31,785 £38,442
Median annual salary (50th Percentile) £47,500 £52,500 £55,000
Median % change year-on-year -9.52% -4.55% +29.41%
75th Percentile £53,750 £60,625 £65,000
90th Percentile £62,425 £71,250 £73,875
Scotland median annual salary £45,000 £50,588 £50,000
% change year-on-year -11.05% +1.18% +5.26%

Apache Spark
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Apache Spark in Glasgow

Apache Spark
Salary Trend in Glasgow

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

Salary trend for Apache Spark in Glasgow

Apache Spark
Co-occurring Skills and Capabilities in Glasgow 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 95 (19.31%) Apache Airflow
2 91 (18.50%) Apache
3 1 (0.20%) SAS
Cloud Services
1 363 (73.78%) AWS
2 49 (9.96%) Amazon EKS
3 42 (8.54%) Amazon EC2
3 42 (8.54%) Amazon ECS
3 42 (8.54%) Amazon EMR
3 42 (8.54%) Amazon SQS
3 42 (8.54%) AWS Lambda
3 42 (8.54%) Serverless
4 6 (1.22%) Azure
5 5 (1.02%) GCP
6 4 (0.81%) Cloud Computing
6 4 (0.81%) Power Platform
7 1 (0.20%) Snowflake
Communications & Networking
1 10 (2.03%) DSL
Database & Business Intelligence
1 401 (81.50%) Big Data
2 299 (60.77%) NoSQL
3 189 (38.41%) Hadoop
4 105 (21.34%) Apache Hive
5 86 (17.48%) HBase
6 42 (8.54%) Electronic Patient Records
7 14 (2.85%) Data Lake
7 14 (2.85%) Impala
8 10 (2.03%) DB2
8 10 (2.03%) MongoDB
8 10 (2.03%) Tableau
9 5 (1.02%) SQL Server
10 4 (0.81%) Flink
10 4 (0.81%) PostgreSQL
10 4 (0.81%) Power BI
11 1 (0.20%) Data Warehouse
11 1 (0.20%) Relational Database
Development Applications
1 79 (16.06%) Bitbucket Server
1 79 (16.06%) Git
1 79 (16.06%) Jenkins
General
1 491 (99.80%) Inclusion and Diversity
2 487 (98.98%) Finance
2 487 (98.98%) Law
3 250 (50.81%) Marketing
4 232 (47.15%) Legal
5 136 (27.64%) Influencing Skills
6 57 (11.59%) Financial Institution
7 16 (3.25%) Banking
8 11 (2.24%) Investment Banking
9 10 (2.03%) Analytical Skills
10 5 (1.02%) Private Banking
11 1 (0.20%) Games
Job Titles
1 427 (86.79%) Software Engineer
2 330 (67.07%) Big Data Engineer
2 330 (67.07%) Big Data Software Engineer
3 173 (35.16%) Scala Engineer
3 173 (35.16%) Scala Software Engineer
4 172 (34.96%) Data Engineer
5 156 (31.71%) Lead
5 156 (31.71%) Lead Software Engineer
6 151 (30.69%) AWS Engineer
6 151 (30.69%) AWS Software Engineer
7 146 (29.67%) Java Engineer
7 146 (29.67%) Java Software Engineer
8 130 (26.42%) Lead Big Data Engineer
9 104 (21.14%) Python Engineer
9 104 (21.14%) Python Software Engineer
10 99 (20.12%) Java Scala Software Engineer
11 90 (18.29%) Lead Java Engineer
12 69 (14.02%) Senior
13 68 (13.82%) Senior Software Engineer
14 54 (10.98%) Developer
Libraries, Frameworks & Software Standards
1 114 (23.17%) PySpark
2 60 (12.20%) Kafka
3 50 (10.16%) Spring
4 38 (7.72%) Spring Boot
5 11 (2.24%) React
6 9 (1.83%) AngularJS
7 7 (1.42%) JPA
7 7 (1.42%) REST
Miscellaneous
1 160 (32.52%) Algorithms
2 151 (30.69%) Cloud Native
3 34 (6.91%) Legacy Code
4 25 (5.08%) Public Cloud
5 10 (2.03%) Management Information System
5 10 (2.03%) Product Ownership
6 5 (1.02%) Data Structures
7 4 (0.81%) Enterprise Software
8 1 (0.20%) Distributed Applications
8 1 (0.20%) Distributed Computing
Operating Systems
1 86 (17.48%) Unix
Processes & Methodologies
1 487 (98.98%) Software Engineering
2 484 (98.37%) Agile
3 448 (91.06%) SDLC
4 414 (84.15%) CI/CD
5 407 (82.72%) Operational Stability
6 232 (47.15%) Risk Management
7 225 (45.73%) Community of Practice
8 217 (44.11%) Artificial Intelligence
8 217 (44.11%) Machine Learning
9 188 (38.21%) Performance Tuning
10 165 (33.54%) Visualisation
11 164 (33.33%) Continuous Improvement
12 121 (24.59%) Microservices
13 113 (22.97%) Problem-Solving
14 111 (22.56%) Decision-Making
15 89 (18.09%) Test Automation
16 87 (17.68%) Coaching
17 86 (17.48%) Mentoring
18 80 (16.26%) TDD
19 79 (16.06%) Open Source
Programming Languages
1 356 (72.36%) Java
2 354 (71.95%) SQL
3 245 (49.80%) Scala
4 229 (46.54%) Python
5 89 (18.09%) PL/SQL
6 1 (0.20%) C++
6 1 (0.20%) R
Qualifications
1 5 (1.02%) Degree
Quality Assurance & Compliance
1 31 (6.30%) Data Quality
2 24 (4.88%) SLA
System Software
1 86 (17.48%) HDFS
Systems Management
1 79 (16.06%) Terraform
2 58 (11.79%) Kubernetes
Vendors
1 120 (24.39%) Databricks
2 79 (16.06%) Informatica
3 56 (11.38%) Cloudera
4 11 (2.24%) Oracle
5 10 (2.03%) Alteryx
5 10 (2.03%) Cognos
5 10 (2.03%) Sybase
6 4 (0.81%) Google
7 1 (0.20%) Microsoft
7 1 (0.20%) Teradata