Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Sqoop
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1092 1104 1258
Rank change year-on-year +12 +154 +7
Permanent jobs citing Sqoop 106 114 50
As % of all permanent IT jobs advertised in the UK 0.059% 0.060% 0.023%
As % of the Database & Business Intelligence category 0.20% 0.20% 0.073%
Number of salaries quoted 77 89 34
UK median annual salary £70,000 £75,000 £79,500
Median salary % change year-on-year -6.67% -5.66% -0.63%
10th Percentile £37,500 £48,750 £55,750
90th Percentile £114,250 £90,000 £117,000
UK excluding London median annual salary £51,250 £75,000 £79,500
% change year-on-year -31.67% -5.66% -0.63%

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 53939 55929 68870
As % of all permanent IT jobs advertised in the UK 30.26% 29.65% 31.51%
Number of salaries quoted 44362 47783 57990
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,400 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 19 November 2017.

Salary histogram for Sqoop in the UK

Sqoop
Top 11 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 19 November 2017. 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 +52 105 £70,000 -6.67% 7
London +3 69 £82,500 +10.00% 1
UK excluding London +34 37 £51,250 -31.67% 6
East of England +27 13 £60,000 +36.36% 4
South East +58 12 £32,500 -40.91% 1
North of England +6 6 £45,000 -40.00%
Midlands +34 5 £42,500 - 1
West Midlands +16 5 £42,500 - 1
North West 0 5 £45,000 -40.00%
Scotland -19 1 £57,500 -
Yorkshire - 1 - -

For the 6 months to 19 November 2017, IT jobs citing Sqoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Sqoop.

1 106 (100.00%) Hadoop
2 95 (89.62%) Big Data
2 95 (89.62%) Apache Spark
3 79 (74.53%) Apache Hive
4 72 (67.92%) Apache Flume
5 63 (59.43%) NoSQL
6 62 (58.49%) HBase
7 59 (55.66%) Analytics
8 58 (54.72%) Java
9 57 (53.77%) MapReduce
10 50 (47.17%) Agile Software Development
11 46 (43.40%) Python
12 44 (41.51%) Scala
13 42 (39.62%) Apache Pig
14 38 (35.85%) Cloudera
15 37 (34.91%) Kafka
16 33 (31.13%) HDFS
16 33 (31.13%) MongoDB
17 30 (28.30%) Analytical Skills
18 29 (27.36%) Amazon AWS
18 29 (27.36%) SQL
18 29 (27.36%) Business Intelligence
19 27 (25.47%) Impala
20 26 (24.53%) Apache Cassandra
21 25 (23.58%) Open Source
21 25 (23.58%) ETL
22 22 (20.75%) Oozie
23 21 (19.81%) Security Cleared
24 20 (18.87%) Visualisation
24 20 (18.87%) Data Analytics

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 95 (89.62%) Apache Spark
2 42 (39.62%) Apache Pig
3 19 (17.92%) SAS
4 13 (12.26%) Apache
5 11 (10.38%) Apache Solr
6 5 (4.72%) Elasticsearch
7 1 (0.94%) Jupyter
7 1 (0.94%) Tomcat
Applications
1 10 (9.43%) SPSS
Cloud Services
1 29 (27.36%) Amazon AWS
2 13 (12.26%) Amazon EMR
3 12 (11.32%) Google Cloud Platform
4 10 (9.43%) Microsoft Azure
5 9 (8.49%) Cloud Computing
6 6 (5.66%) Amazon EC2
7 2 (1.89%) Amazon S3
8 1 (0.94%) AWS Lambda
8 1 (0.94%) GitHub
8 1 (0.94%) Serverless
Communications & Networking
1 3 (2.83%) Kerberos
2 1 (0.94%) Firewall
2 1 (0.94%) LDAP
2 1 (0.94%) TCP/IP
Database & Business Intelligence
1 106 (100.00%) Hadoop
2 95 (89.62%) Big Data
3 79 (74.53%) Apache Hive
4 63 (59.43%) NoSQL
5 62 (58.49%) HBase
6 33 (31.13%) MongoDB
7 27 (25.47%) Impala
8 26 (24.53%) Apache Cassandra
9 20 (18.87%) Data Warehouse
10 17 (16.04%) Power BI
11 14 (13.21%) SQL Server
12 12 (11.32%) MySQL
12 12 (11.32%) QlikView
12 12 (11.32%) Relational Database
13 8 (7.55%) BigQuery
13 8 (7.55%) SAS EBI
14 6 (5.66%) RDBMS
14 6 (5.66%) Triplestore
15 5 (4.72%) Apache Accumulo
15 5 (4.72%) Data Lake
Development Applications
1 8 (7.55%) Git (software)
2 7 (6.60%) Jenkins
3 6 (5.66%) Maven
4 4 (3.77%) Talend Open Studio
5 3 (2.83%) Sonatype Nexus
6 2 (1.89%) Gradle
7 1 (0.94%) JIRA
General
1 20 (18.87%) Retail
2 16 (15.09%) Finance
3 13 (12.26%) Banking
4 9 (8.49%) Games
5 5 (4.72%) Marketing
6 4 (3.77%) Legal
7 1 (0.94%) Automotive
7 1 (0.94%) Front Office
7 1 (0.94%) iGaming
7 1 (0.94%) Telecoms
Job Titles
1 51 (48.11%) Data Engineer
2 44 (41.51%) Big Data Engineer
3 22 (20.75%) Architect
3 22 (20.75%) Data Architect
4 20 (18.87%) Developer
5 19 (17.92%) Big Data Architect
6 15 (14.15%) Hadoop Engineer
7 11 (10.38%) Hadoop Developer
8 10 (9.43%) Analyst
8 10 (9.43%) Data Analyst
9 8 (7.55%) Solutions Architect
10 6 (5.66%) Big Data Developer
10 6 (5.66%) Big Data Solutions Architect
10 6 (5.66%) Cloud Developer
10 6 (5.66%) Lead Architect
10 6 (5.66%) Lead Data Architect
10 6 (5.66%) Lead Solutions Architect
10 6 (5.66%) Software Engineer
11 5 (4.72%) Big Data Software Engineer
11 5 (4.72%) Data Insight Analyst
Libraries, Frameworks & Software Standards
1 37 (34.91%) Kafka
2 14 (13.21%) Web Services
3 7 (6.60%) HTML
4 6 (5.66%) CSS
4 6 (5.66%) XML
5 4 (3.77%) Node.js
6 3 (2.83%) AngularJS
6 3 (2.83%) Apache Avro
6 3 (2.83%) NumPy
6 3 (2.83%) Pandas
6 3 (2.83%) RabbitMQ
6 3 (2.83%) Spring
7 2 (1.89%) .NET
7 2 (1.89%) .NET Core
7 2 (1.89%) JSON
7 2 (1.89%) Natural Language Processing
7 2 (1.89%) REST
7 2 (1.89%) SciPy
7 2 (1.89%) Spark Streaming
7 2 (1.89%) Spring Boot
Miscellaneous
1 30 (28.30%) Analytical Skills
2 13 (12.26%) Computer Science
3 8 (7.55%) Algorithms
4 6 (5.66%) Greenfield Project
5 5 (4.72%) BBC
5 5 (4.72%) PKI
6 3 (2.83%) Data Centre
7 2 (1.89%) Data Structures
7 2 (1.89%) Online Games
7 2 (1.89%) Virtual Team
8 1 (0.94%) Blog
8 1 (0.94%) Enterprise Software
8 1 (0.94%) Fintech
8 1 (0.94%) Hedge funds
8 1 (0.94%) Private Cloud
8 1 (0.94%) Replication
Operating Systems
1 18 (16.98%) Linux
2 8 (7.55%) Windows
3 4 (3.77%) Unix
4 3 (2.83%) Mac OS X
5 1 (0.94%) Android
5 1 (0.94%) Apple iOS
5 1 (0.94%) Mesosphere
Processes & Methodologies
1 59 (55.66%) Analytics
2 57 (53.77%) MapReduce
3 50 (47.17%) Agile Software Development
4 29 (27.36%) Business Intelligence
5 25 (23.58%) ETL
5 25 (23.58%) Open Source
6 20 (18.87%) Data Analytics
6 20 (18.87%) Visualisation
7 19 (17.92%) Data Modelling
8 18 (16.98%) Data Architecture
9 17 (16.04%) Data Engineering
10 16 (15.09%) Data Visualisation
10 16 (15.09%) Software Engineering
11 13 (12.26%) Continuous Integration
11 13 (12.26%) Migration
11 13 (12.26%) Performance Tuning
12 12 (11.32%) Scrum
13 11 (10.38%) Big Data Analytics
14 10 (9.43%) Data Integration
14 10 (9.43%) High Availability
Programming Languages
1 58 (54.72%) Java
2 46 (43.40%) Python
3 44 (41.51%) Scala
4 29 (27.36%) SQL
5 15 (14.15%) R
6 13 (12.26%) C
7 8 (7.55%) PHP
8 7 (6.60%) HiveQL
8 7 (6.60%) Perl
9 6 (5.66%) JavaScript
10 4 (3.77%) Shell Script
11 3 (2.83%) C#
11 3 (2.83%) C++
12 2 (1.89%) Bash Shell
13 1 (0.94%) Clojure
13 1 (0.94%) CQL
13 1 (0.94%) MATLAB
13 1 (0.94%) Ruby
Qualifications
1 21 (19.81%) Security Cleared
2 20 (18.87%) Degree
3 16 (15.09%) DV Cleared
4 12 (11.32%) SC Cleared
5 10 (9.43%) Computer Science Degree
6 3 (2.83%) PhD
Quality Assurance & Compliance
1 5 (4.72%) Data Quality
2 4 (3.77%) QA
3 1 (0.94%) GCP
3 1 (0.94%) SLA
System Software
1 72 (67.92%) Apache Flume
2 33 (31.13%) HDFS
3 6 (5.66%) Apache ZooKeeper
4 2 (1.89%) Docker
5 1 (0.94%) Cronacle
5 1 (0.94%) MapR-FS
Systems Management
1 22 (20.75%) Oozie
2 16 (15.09%) Hadoop YARN
3 7 (6.60%) Opscode Chef
4 6 (5.66%) Ambari
5 4 (3.77%) Nagios
6 2 (1.89%) Ansible
7 1 (0.94%) Control-M
7 1 (0.94%) Docker Swarm
7 1 (0.94%) Kubernetes
7 1 (0.94%) Puppet
7 1 (0.94%) yum
Vendors
1 38 (35.85%) Cloudera
2 19 (17.92%) Tableau
3 15 (14.15%) Oracle
4 12 (11.32%) Google
5 10 (9.43%) Hortonworks
6 7 (6.60%) MapR
7 6 (5.66%) Informatica
7 6 (5.66%) Microsoft
7 6 (5.66%) Splunk
8 5 (4.72%) Atlassian
8 5 (4.72%) Teradata
9 4 (3.77%) SAP
9 4 (3.77%) Talend
10 2 (1.89%) Alteryx
11 1 (0.94%) Datameer
11 1 (0.94%) GigaSpaces
11 1 (0.94%) IBM
11 1 (0.94%) Platfora
11 1 (0.94%) StreamBase