Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Sqoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Sqoop over the 6 months to 18 June 2018 with a comparison to the same period in the previous 2 years.

Sqoop
UK
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 957 1076 1152
Rank change year-on-year +119 +76 +92
Permanent jobs citing Sqoop 220 104 122
As % of all permanent IT jobs advertised in the UK 0.13% 0.060% 0.061%
As % of the Database & Business Intelligence category 0.42% 0.20% 0.20%
Number of salaries quoted 117 82 71
UK median annual salary £75,000 £82,500 £57,500
Median salary % change year-on-year -9.09% +43.48% -14.81%
10th Percentile £48,750 £55,000 £42,500
90th Percentile £118,750 £115,000 £87,500
UK excluding London median annual salary £71,250 £65,000 £57,500
% change year-on-year +9.62% +13.04% -8.00%

Sqoop 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 52,683 52,992 61,077
As % of all permanent IT jobs advertised in the UK 30.65% 30.81% 30.59%
Number of salaries quoted 43,210 44,804 51,962
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

Sqoop
Job Vacancy Trend

Job postings citing Sqoop as a percentage of all IT jobs advertised.

Job vacancy trend for Sqoop in the UK

Sqoop
Salary Trend

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

Salary trend for Sqoop in the UK

Sqoop
Salary Histogram

The salary distribution of IT jobs citing Sqoop over the 6 months to 18 June 2018.

Salary histogram for Sqoop in the UK

Sqoop
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Sqoop within the UK over the 6 months to 18 June 2018. 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
Job
Vacancies
England +101 207 £75,000 -9.09% 9
London +26 109 £82,500 -5.71% 5
UK excluding London +85 107 £71,250 +9.62% 4
South East +42 52 £65,000 +8.33% 1
East of England +19 33 £72,500 +31.82% 2
North of England +9 8 £45,000 -26.53%
Scotland -26 7 £52,500 -40.00%
Yorkshire - 6 - -
Midlands - 5 £67,500 - 1
East Midlands - 3 - -
Wales +8 2 £58,000 -10.77%
North West +4 2 £45,000 -26.53%
West Midlands - 2 £67,500 - 1

For the 6 months to 18 June 2018, IT jobs citing Sqoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Sqoop.

1 216 (98.18%) Hadoop
2 189 (85.91%) Big Data
3 175 (79.55%) Apache Hive
4 136 (61.82%) Analytics
5 131 (59.55%) HDFS
6 127 (57.73%) Apache Flume
7 113 (51.36%) Kafka
8 112 (50.91%) Apache Spark
9 109 (49.55%) MapReduce
10 106 (48.18%) Java
10 106 (48.18%) ETL
11 105 (47.73%) Linux
11 105 (47.73%) HBase
12 103 (46.82%) Python
13 99 (45.00%) Impala
14 93 (42.27%) Amazon AWS
15 89 (40.45%) SQL
15 89 (40.45%) Cloudera
16 84 (38.18%) Scala
17 81 (36.82%) Data Warehouse
18 77 (35.00%) Oozie
19 75 (34.09%) Oracle
20 70 (31.82%) Agile Software Development
21 67 (30.45%) Hortonworks
22 65 (29.55%) Microsoft Azure
23 63 (28.64%) Hadoop YARN
24 59 (26.82%) Data Lake
25 55 (25.00%) SQL Server
26 52 (23.64%) Data Engineering
27 48 (21.82%) Machine Learning

Sqoop
Co-occurring IT Skills 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
1 112 (50.91%) Apache Spark
2 45 (20.45%) Apache Pig
3 13 (5.91%) SAS
4 12 (5.45%) Apache Solr
4 12 (5.45%) Elasticsearch
5 8 (3.64%) Apache
6 6 (2.73%) Tomcat
7 4 (1.82%) Apache Geronimo
7 4 (1.82%) GlassFish
7 4 (1.82%) JBoss
7 4 (1.82%) Oracle SOA Suite
7 4 (1.82%) WebLogic
7 4 (1.82%) WebSphere
8 1 (0.45%) IIS
Applications
1 15 (6.82%) MS Visio
2 4 (1.82%) Weka
3 2 (0.91%) Microsoft Project
4 1 (0.45%) Microsoft Excel
4 1 (0.45%) Microsoft Office
4 1 (0.45%) Microsoft PowerPoint
Business Applications
1 4 (1.82%) Oracle 11i
1 4 (1.82%) Oracle Assets
1 4 (1.82%) Oracle EBS
1 4 (1.82%) Oracle EBS R12
1 4 (1.82%) Oracle General Ledger
1 4 (1.82%) Oracle iProcurement
1 4 (1.82%) Oracle Payables
1 4 (1.82%) Oracle Receivables
Cloud Services
1 93 (42.27%) Amazon AWS
2 65 (29.55%) Microsoft Azure
3 37 (16.82%) Amazon EMR
4 28 (12.73%) Amazon S3
5 25 (11.36%) Amazon Kinesis
6 19 (8.64%) Google Cloud Platform
7 7 (3.18%) GitHub
8 5 (2.27%) PaaS
9 4 (1.82%) IaaS
10 3 (1.36%) SaaS
10 3 (1.36%) Serverless
11 1 (0.45%) Amazon EC2
11 1 (0.45%) AWS Data Pipeline
11 1 (0.45%) AWS Elastic Beanstalk
11 1 (0.45%) AWS Lambda
11 1 (0.45%) Cloud Computing
Communications & Networking
1 5 (2.27%) Kerberos
2 2 (0.91%) DNS
2 2 (0.91%) Firewall
2 2 (0.91%) SSL
2 2 (0.91%) TCP/IP
3 1 (0.45%) HTTP
Database & Business Intelligence
1 216 (98.18%) Hadoop
2 189 (85.91%) Big Data
3 175 (79.55%) Apache Hive
4 105 (47.73%) HBase
5 99 (45.00%) Impala
6 81 (36.82%) Data Warehouse
7 59 (26.82%) Data Lake
8 55 (25.00%) SQL Server
9 45 (20.45%) NoSQL
10 41 (18.64%) Amazon Redshift
11 39 (17.73%) PostgreSQL
12 37 (16.82%) MongoDB
13 31 (14.09%) Apache Cassandra
13 31 (14.09%) Relational Database
14 27 (12.27%) SQL Server Integration Services
15 24 (10.91%) Parquet
16 22 (10.00%) Amazon QuickSight
17 17 (7.73%) MySQL
18 16 (7.27%) Oracle ODI
18 16 (7.27%) RDBMS
Development Applications
1 44 (20.00%) Git (software)
1 44 (20.00%) Jenkins
2 39 (17.73%) TeamCity
3 13 (5.91%) JUnit
4 12 (5.45%) JIRA
5 6 (2.73%) Ant
6 5 (2.27%) Team Foundation Server
7 3 (1.36%) Maven
7 3 (1.36%) Sonatype Nexus
8 2 (0.91%) Eclipse
8 2 (0.91%) Gradle
9 1 (0.45%) Cucumber
9 1 (0.45%) Jasmine
9 1 (0.45%) Mocha
9 1 (0.45%) Selenium
9 1 (0.45%) SonarQube
General
1 26 (11.82%) Marketing
2 13 (5.91%) Finance
3 9 (4.09%) Military
4 7 (3.18%) Retail
5 6 (2.73%) Automotive
6 1 (0.45%) Banking
Job Titles
1 85 (38.64%) Data Engineer
2 59 (26.82%) Architect
3 57 (25.91%) Big Data Engineer
4 56 (25.45%) Data Architect
5 45 (20.45%) Developer
6 43 (19.55%) Hadoop Engineer
7 36 (16.36%) Big Data Architect
8 27 (12.27%) Senior Data Engineer
9 24 (10.91%) Senior Hadoop Engineer
10 20 (9.09%) Big Data Developer
10 20 (9.09%) Data Analytics Architect
10 20 (9.09%) Technical Architect
11 19 (8.64%) Cloud Architect
12 16 (7.27%) Consultant
13 14 (6.36%) Business Intelligence Developer
14 12 (5.45%) Software Engineer
15 10 (4.55%) Senior Software Engineer
16 9 (4.09%) AWS Consultant
16 9 (4.09%) Scrum Master
16 9 (4.09%) Senior Scrum Master
Libraries, Frameworks & Software Standards
1 113 (51.36%) Kafka
2 36 (16.36%) Keras
2 36 (16.36%) MLlib
2 36 (16.36%) TensorFlow
3 24 (10.91%) Apache Avro
4 22 (10.00%) .NET
5 17 (7.73%) Java EE
6 15 (6.82%) RabbitMQ
7 14 (6.36%) SOAP
8 13 (5.91%) Hibernate
8 13 (5.91%) Middleware
8 13 (5.91%) REST
8 13 (5.91%) Spring
9 12 (5.45%) XML
10 11 (5.00%) ActiveMQ
10 11 (5.00%) ServiceStack
11 10 (4.55%) jQuery
11 10 (4.55%) Twitter Bootstrap
11 10 (4.55%) Web Services
11 10 (4.55%) XSD
Miscellaneous
1 31 (14.09%) Fintech
2 25 (11.36%) Greenfield Project
2 25 (11.36%) User Experience
3 16 (7.27%) Public Cloud
4 14 (6.36%) Data Structures
5 12 (5.45%) Computer Science
6 11 (5.00%) Analytical Skills
7 10 (4.55%) Virtual Team
8 9 (4.09%) Management Information System
8 9 (4.09%) PKI
9 6 (2.73%) Replication
9 6 (2.73%) Taxonomies
10 5 (2.27%) FMCG
10 5 (2.27%) Hybrid Cloud
10 5 (2.27%) Private Cloud
11 3 (1.36%) Analytical Mindset
12 2 (0.91%) NHS
13 1 (0.45%) Clustering
13 1 (0.45%) Fixed Income
13 1 (0.45%) Foreign Exchange (FX)
Operating Systems
1 105 (47.73%) Linux
2 12 (5.45%) CentOS
3 10 (4.55%) Unix
4 6 (2.73%) Windows
5 2 (0.91%) Mac OS X
5 2 (0.91%) VMS
Processes & Methodologies
1 136 (61.82%) Analytics
2 109 (49.55%) MapReduce
3 106 (48.18%) ETL
4 70 (31.82%) Agile Software Development
5 52 (23.64%) Data Engineering
6 48 (21.82%) Business Intelligence
6 48 (21.82%) Machine Learning
7 40 (18.18%) Continuous Integration
8 39 (17.73%) Deep Learning
9 38 (17.27%) Data Science
10 35 (15.91%) Visualisation
11 34 (15.45%) Data Modelling
12 33 (15.00%) Data Integration
13 27 (12.27%) Data Ingestion
14 26 (11.82%) Data Visualisation
14 26 (11.82%) Operations Research
14 26 (11.82%) SDLC
15 25 (11.36%) Data Analytics
16 24 (10.91%) CRM
17 23 (10.45%) Migration
Programming Languages
1 106 (48.18%) Java
2 103 (46.82%) Python
3 89 (40.45%) SQL
4 84 (38.18%) Scala
5 41 (18.64%) Go
6 39 (17.73%) Shell Script
7 37 (16.82%) R
8 20 (9.09%) PL/SQL
9 16 (7.27%) C
10 14 (6.36%) JavaScript
11 12 (5.45%) Perl
12 11 (5.00%) Ruby
13 10 (4.55%) T-SQL
14 4 (1.82%) Bash Shell
14 4 (1.82%) WebLogic Scripting Tool
14 4 (1.82%) XPath
15 2 (0.91%) C#
16 1 (0.45%) F#
16 1 (0.45%) Groovy
16 1 (0.45%) PHP
Qualifications
1 19 (8.64%) Degree
2 12 (5.45%) DV Cleared
2 12 (5.45%) Security Cleared
3 11 (5.00%) Numerate Degree
4 6 (2.73%) Computer Science Degree
5 4 (1.82%) ISTQB
5 4 (1.82%) PRINCE2 Certification
6 3 (1.36%) PhD
7 2 (0.91%) MCSA
7 2 (0.91%) MCSD
7 2 (0.91%) Microsoft Certification
7 2 (0.91%) PMI Certification
7 2 (0.91%) PMP
Quality Assurance & Compliance
1 23 (10.45%) QA
2 15 (6.82%) Data Quality
3 11 (5.00%) GCP
4 1 (0.45%) GDPR
System Software
1 131 (59.55%) HDFS
2 127 (57.73%) Apache Flume
3 9 (4.09%) Apache ZooKeeper
3 9 (4.09%) Hyper-V
3 9 (4.09%) VMware Infrastructure
4 2 (0.91%) Active Directory
4 2 (0.91%) Docker
4 2 (0.91%) Virtual Machines
5 1 (0.45%) Cronacle
Systems Management
1 77 (35.00%) Oozie
2 63 (28.64%) Hadoop YARN
3 17 (7.73%) Ambari
4 13 (5.91%) Puppet
5 12 (5.45%) Ansible
6 4 (1.82%) Opscode Chef
7 2 (0.91%) Kibana
8 1 (0.45%) Control-M
Vendors
1 89 (40.45%) Cloudera
2 75 (34.09%) Oracle
3 67 (30.45%) Hortonworks
4 34 (15.45%) Tableau
5 28 (12.73%) WorldPay
6 22 (10.00%) SAP
7 19 (8.64%) Informatica
8 16 (7.27%) Cognos
8 16 (7.27%) Netezza
8 16 (7.27%) Sybase
9 14 (6.36%) Talend
10 13 (5.91%) Google
11 10 (4.55%) Microsoft
12 9 (4.09%) VMware
13 6 (2.73%) MapR
14 5 (2.27%) Datameer
15 4 (1.82%) Alteryx
15 4 (1.82%) IBM
15 4 (1.82%) Kofax
15 4 (1.82%) Perforce