Apache Spark Jobs in Glasgow

Apache Spark
Scotland > Glasgow

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 31 124 93
Rank change year-on-year +93 -31 -2
Permanent jobs citing Apache Spark 581 5 33
As % of all permanent jobs advertised in Glasgow 14.51% 0.33% 2.04%
As % of the Application Platforms category 59.35% 3.91% 15.28%
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% -16.67%

All Application Platform Skills
Glasgow

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 Glasgow with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 979 128 216
As % of all permanent jobs advertised in Glasgow 24.44% 8.47% 13.37%
Number of salaries quoted 72 100 92
10th Percentile £30,125 £24,000 £31,000
25th Percentile £32,188 £31,250 £38,563
Median annual salary (50th Percentile) £47,500 £52,500 £53,750
Median % change year-on-year -9.52% -2.33% +26.47%
75th Percentile £52,813 £58,750 £65,000
90th Percentile £59,550 £71,375 £71,250
Scotland median annual salary £45,000 £50,238 £50,000
% change year-on-year -10.43% +0.48% +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
1 113 (19.45%) Apache
2 103 (17.73%) Apache Airflow
3 1 (0.17%) SAS
Cloud Services
1 432 (74.35%) AWS
2 65 (11.19%) Amazon EKS
3 50 (8.61%) Amazon EC2
3 50 (8.61%) Amazon ECS
3 50 (8.61%) Amazon EMR
3 50 (8.61%) Amazon SQS
3 50 (8.61%) AWS Lambda
3 50 (8.61%) Serverless
4 6 (1.03%) Azure
5 5 (0.86%) GCP
6 4 (0.69%) Cloud Computing
6 4 (0.69%) Power Platform
7 1 (0.17%) Snowflake
Communications & Networking
1 17 (2.93%) DSL
Database & Business Intelligence
1 475 (81.76%) Big Data
2 343 (59.04%) NoSQL
3 229 (39.41%) Hadoop
4 128 (22.03%) Apache Hive
5 100 (17.21%) HBase
6 50 (8.61%) Electronic Patient Records
7 21 (3.61%) Data Lake
8 17 (2.93%) DB2
8 17 (2.93%) MongoDB
8 17 (2.93%) Tableau
9 16 (2.75%) Impala
10 10 (1.72%) Flink
11 5 (0.86%) SQL Server
12 4 (0.69%) PostgreSQL
12 4 (0.69%) Power BI
13 1 (0.17%) Data Warehouse
13 1 (0.17%) Relational Database
Development Applications
1 85 (14.63%) Bitbucket Server
1 85 (14.63%) Git
1 85 (14.63%) Jenkins
General
1 580 (99.83%) Inclusion and Diversity
2 576 (99.14%) Finance
2 576 (99.14%) Law
3 298 (51.29%) Marketing
4 266 (45.78%) Legal
5 158 (27.19%) Influencing Skills
6 70 (12.05%) Financial Institution
7 30 (5.16%) Banking
8 18 (3.10%) Investment Banking
9 17 (2.93%) Analytical Skills
10 12 (2.07%) Private Banking
11 1 (0.17%) Games
Job Titles
1 497 (85.54%) Software Engineer
2 372 (64.03%) Big Data Engineer
2 372 (64.03%) Big Data Software Engineer
3 205 (35.28%) Scala Engineer
3 205 (35.28%) Scala Software Engineer
4 189 (32.53%) Data Engineer
4 189 (32.53%) Java Engineer
4 189 (32.53%) Java Software Engineer
5 179 (30.81%) Lead
5 179 (30.81%) Lead Software Engineer
6 177 (30.46%) AWS Engineer
6 177 (30.46%) AWS Software Engineer
7 146 (25.13%) Lead Big Data Engineer
8 119 (20.48%) Java Scala Software Engineer
9 114 (19.62%) Python Engineer
9 114 (19.62%) Python Software Engineer
10 96 (16.52%) Lead Java Engineer
11 84 (14.46%) Senior
12 83 (14.29%) Senior Software Engineer
13 67 (11.53%) Developer
Libraries, Frameworks & Software Standards
1 121 (20.83%) PySpark
2 79 (13.60%) Spring
3 67 (11.53%) Kafka
4 52 (8.95%) Spring Boot
5 25 (4.30%) React
6 22 (3.79%) AngularJS
7 15 (2.58%) JPA
7 15 (2.58%) REST
Miscellaneous
1 189 (32.53%) Algorithms
2 182 (31.33%) Cloud Native
3 42 (7.23%) Legacy Code
4 34 (5.85%) Public Cloud
5 23 (3.96%) Management Information System
6 17 (2.93%) Product Ownership
7 12 (2.07%) Data Structures
8 10 (1.72%) Enterprise Software
9 6 (1.03%) Legacy Systems
10 1 (0.17%) Distributed Applications
10 1 (0.17%) Distributed Computing
Operating Systems
1 100 (17.21%) Unix
Processes & Methodologies
1 576 (99.14%) Software Engineering
2 567 (97.59%) Agile
3 523 (90.02%) SDLC
4 482 (82.96%) CI/CD
4 482 (82.96%) Operational Stability
5 274 (47.16%) Artificial Intelligence
5 274 (47.16%) Machine Learning
6 272 (46.82%) Risk Management
7 259 (44.58%) Community of Practice
8 225 (38.73%) Performance Tuning
9 199 (34.25%) Continuous Improvement
10 194 (33.39%) Visualisation
11 149 (25.65%) Decision-Making
12 142 (24.44%) Microservices
12 142 (24.44%) Problem-Solving
13 102 (17.56%) Test Automation
14 93 (16.01%) Coaching
15 92 (15.83%) Mentoring
16 86 (14.80%) TDD
17 85 (14.63%) Open Source
Programming Languages
1 443 (76.25%) Java
2 421 (72.46%) SQL
3 292 (50.26%) Scala
4 265 (45.61%) Python
5 102 (17.56%) PL/SQL
6 1 (0.17%) C++
6 1 (0.17%) R
Qualifications
1 12 (2.07%) Degree
Quality Assurance & Compliance
1 38 (6.54%) Data Quality
2 33 (5.68%) SLA
System Software
1 100 (17.21%) HDFS
Systems Management
1 85 (14.63%) Terraform
2 65 (11.19%) Kubernetes
Vendors
1 147 (25.30%) Databricks
2 85 (14.63%) Informatica
3 70 (12.05%) Cloudera
4 18 (3.10%) Oracle
5 17 (2.93%) Alteryx
5 17 (2.93%) Cognos
5 17 (2.93%) Sybase
6 4 (0.69%) Google
7 1 (0.17%) Microsoft
7 1 (0.17%) Teradata