Period
to 23 November 2017

The table below looks at the prevalence of the term Replication in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Replication over the 6 months to 23 November 2017 with a comparison to the same period over the previous 2 years.

Replication
Scotland > Glasgow
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 147 122 140
Rank change year-on-year -25 +18 +9
Permanent jobs citing Replication 3 15 14
As % of all permanent IT jobs advertised in Glasgow 0.13% 0.70% 0.54%
As % of the Miscellaneous category 0.35% 1.73% 1.26%
Number of salaries quoted 3 3 13
Glasgow median annual salary £50,000 £29,500 £28,500
Median salary % change year-on-year +69.49% +3.51% -32.94%
10th Percentile £47,500 £28,250 £23,000
90th Percentile £57,500 £34,950 £45,500
Scotland median annual salary £33,500 £50,000 £38,750
% change year-on-year -33.00% +29.03% -8.82%

Replication is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Glasgow
Permanent vacancies with a requirement for generic IT skills 868 865 1114
As % of all permanent IT jobs advertised in Glasgow 37.84% 40.23% 43.16%
Number of salaries quoted 541 408 666
Glasgow median annual salary £45,000 £41,500 £42,000
Median salary % change year-on-year +8.43% -1.19% +5.00%
10th Percentile £31,875 £27,500 £28,750
90th Percentile £71,250 £58,750 £61,250
Scotland median annual salary £44,000 £43,000 £41,500
% change year-on-year +2.33% +3.61% +3.75%

Replication
Job Vacancy Trend in Glasgow

Job postings citing Replication as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Replication in Glasgow

Replication
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Replication in Glasgow.

Salary trend for Replication in Glasgow

For the 6 months to 23 November 2017, IT jobs citing Replication also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Replication.

1 2 (66.67%) Cisco
1 2 (66.67%) Dell
1 2 (66.67%) EMC
1 2 (66.67%) Internet
1 2 (66.67%) Project Management
1 2 (66.67%) Windows
1 2 (66.67%) Linux
1 2 (66.67%) VMware
1 2 (66.67%) Google
1 2 (66.67%) Statistics
1 2 (66.67%) VMware Infrastructure
1 2 (66.67%) Hyper-V
1 2 (66.67%) Microsoft Azure
1 2 (66.67%) Amazon AWS
1 2 (66.67%) IaaS
1 2 (66.67%) Google Compute Engine
1 2 (66.67%) Google Cloud Platform
1 2 (66.67%) Hybrid Cloud
1 2 (66.67%) Presales
2 1 (33.33%) Java
2 1 (33.33%) HDFS
2 1 (33.33%) Impala
2 1 (33.33%) Apache Spark
2 1 (33.33%) Oozie
2 1 (33.33%) Sqoop
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Tableau
2 1 (33.33%) HBase
2 1 (33.33%) Capacity Management
2 1 (33.33%) Big Data

Replication
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (33.33%) Apache Spark
Cloud Services
1 2 (66.67%) Amazon AWS
1 2 (66.67%) Google Cloud Platform
1 2 (66.67%) Google Compute Engine
1 2 (66.67%) IaaS
1 2 (66.67%) Microsoft Azure
Communications & Networking
1 2 (66.67%) Internet
Database & Business Intelligence
1 1 (33.33%) Big Data
1 1 (33.33%) Hadoop
1 1 (33.33%) HBase
1 1 (33.33%) Impala
1 1 (33.33%) Sqoop
General
1 1 (33.33%) Finance
Job Titles
1 2 (66.67%) Architect
1 2 (66.67%) Cloud Architect
1 2 (66.67%) Cloud Solutions Architect
1 2 (66.67%) IT Architect
1 2 (66.67%) Solutions Architect
2 1 (33.33%) Administrator
2 1 (33.33%) Big Data Engineer
2 1 (33.33%) Data Administrator
2 1 (33.33%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (33.33%) Kafka
Miscellaneous
1 2 (66.67%) Hybrid Cloud
Operating Systems
1 2 (66.67%) Linux
1 2 (66.67%) Windows
Processes & Methodologies
1 2 (66.67%) Presales
1 2 (66.67%) Project Management
1 2 (66.67%) Statistics
2 1 (33.33%) Capacity Management
2 1 (33.33%) Data Management
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Load Balancing
2 1 (33.33%) Regression Testing
2 1 (33.33%) Resource Management
2 1 (33.33%) Visualisation
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) Python
1 1 (33.33%) Scala
Quality Assurance & Compliance
1 1 (33.33%) SLA
System Software
1 2 (66.67%) Hyper-V
1 2 (66.67%) VMware Infrastructure
2 1 (33.33%) HDFS
Systems Management
1 1 (33.33%) Oozie
Vendors
1 2 (66.67%) Cisco
1 2 (66.67%) Dell
1 2 (66.67%) EMC
1 2 (66.67%) Google
1 2 (66.67%) VMware
2 1 (33.33%) Cloudera
2 1 (33.33%) Tableau