Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Sqoop
UK
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 1009 1048 1162
Rank change year-on-year +39 +114 +85
Permanent jobs citing Sqoop 184 131 120
As % of all permanent IT jobs advertised in the UK 0.10% 0.076% 0.059%
As % of the Database & Business Intelligence category 0.34% 0.25% 0.19%
Number of salaries quoted 100 120 65
UK median annual salary £75,000 £80,000 £57,500
Median salary % change year-on-year -6.25% +39.13% -11.54%
10th Percentile £49,875 £55,000 £49,250
90th Percentile £130,000 £115,000 £93,250
UK excluding London median annual salary £72,500 £65,000 £57,500
% change year-on-year +11.54% +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 54,271 52,421 63,796
As % of all permanent IT jobs advertised in the UK 30.62% 30.61% 31.39%
Number of salaries quoted 45,214 44,692 54,240
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £29,750 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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 23 April 2018.

Salary histogram for Sqoop in the UK

Sqoop
Top 12 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 23 April 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 +27 181 £75,000 -6.25% 19
London -18 96 £85,000 +3.03% 14
UK excluding London +28 85 £72,500 +11.54% 5
South East +19 40 £72,500 +27.19% 3
East of England +9 27 £72,500 +31.82% 1
North of England -15 10 £45,000 -28.00%
Yorkshire - 6 - -
Midlands - 6 £67,500 - 1
North West -8 4 £45,000 -28.00%
East Midlands - 3 - -
West Midlands - 3 £67,500 - 1
South West -11 2 £47,500 -26.92%

For the 6 months to 23 April 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.

1 182 (98.91%) Hadoop
2 162 (88.04%) Big Data
3 147 (79.89%) Apache Hive
4 114 (61.96%) Apache Flume
5 109 (59.24%) HBase
6 106 (57.61%) Analytics
7 99 (53.80%) HDFS
8 93 (50.54%) Apache Spark
9 92 (50.00%) Linux
10 89 (48.37%) MapReduce
10 89 (48.37%) Kafka
11 88 (47.83%) Java
12 86 (46.74%) Python
13 85 (46.20%) Impala
14 84 (45.65%) ETL
15 82 (44.57%) Amazon AWS
16 74 (40.22%) Cloudera
17 66 (35.87%) Scala
17 66 (35.87%) Oracle
18 62 (33.70%) Data Warehouse
19 60 (32.61%) SQL
19 60 (32.61%) Microsoft Azure
20 58 (31.52%) Agile Software Development
21 55 (29.89%) Hadoop YARN
22 54 (29.35%) Oozie
23 53 (28.80%) SQL Server
24 51 (27.72%) NoSQL
24 51 (27.72%) Data Lake
25 48 (26.09%) Hortonworks
26 46 (25.00%) Business Intelligence

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 93 (50.54%) Apache Spark
2 41 (22.28%) Apache Pig
3 14 (7.61%) Apache
4 11 (5.98%) Elasticsearch
5 10 (5.43%) Apache Solr
6 8 (4.35%) Tomcat
7 7 (3.80%) SAS
8 5 (2.72%) Apache Geronimo
8 5 (2.72%) GlassFish
8 5 (2.72%) JBoss
8 5 (2.72%) WebSphere
9 4 (2.17%) Oracle SOA Suite
9 4 (2.17%) WebLogic
10 1 (0.54%) Jupyter
Applications
1 12 (6.52%) MS Visio
2 5 (2.72%) Weka
3 3 (1.63%) SPSS
Business Applications
1 4 (2.17%) Oracle 11i
1 4 (2.17%) Oracle Assets
1 4 (2.17%) Oracle EBS
1 4 (2.17%) Oracle EBS R12
1 4 (2.17%) Oracle General Ledger
1 4 (2.17%) Oracle iProcurement
1 4 (2.17%) Oracle Payables
1 4 (2.17%) Oracle Receivables
Cloud Services
1 82 (44.57%) Amazon AWS
2 60 (32.61%) Microsoft Azure
3 29 (15.76%) Amazon EMR
4 25 (13.59%) Amazon S3
5 24 (13.04%) Google Cloud Platform
6 21 (11.41%) Amazon Kinesis
7 7 (3.80%) GitHub
8 5 (2.72%) Cloud Computing
9 3 (1.63%) Amazon EC2
10 2 (1.09%) IaaS
10 2 (1.09%) PaaS
10 2 (1.09%) SaaS
11 1 (0.54%) AWS Data Pipeline
11 1 (0.54%) Azure Data Factory
Communications & Networking
1 5 (2.72%) Kerberos
2 1 (0.54%) Firewall
2 1 (0.54%) TCP/IP
Database & Business Intelligence
1 182 (98.91%) Hadoop
2 162 (88.04%) Big Data
3 147 (79.89%) Apache Hive
4 109 (59.24%) HBase
5 85 (46.20%) Impala
6 62 (33.70%) Data Warehouse
7 53 (28.80%) SQL Server
8 51 (27.72%) Data Lake
8 51 (27.72%) NoSQL
9 45 (24.46%) MongoDB
10 37 (20.11%) Apache Cassandra
11 32 (17.39%) PostgreSQL
12 24 (13.04%) Amazon Redshift
13 20 (10.87%) MySQL
14 19 (10.33%) Parquet
15 18 (9.78%) Amazon QuickSight
15 18 (9.78%) SQL Server Integration Services
16 17 (9.24%) Relational Database
17 13 (7.07%) DB2
18 12 (6.52%) SQL Server Analysis Services
Development Applications
1 34 (18.48%) Jenkins
2 32 (17.39%) Git (software)
3 28 (15.22%) TeamCity
4 11 (5.98%) JIRA
5 10 (5.43%) JUnit
6 6 (3.26%) Ant
7 5 (2.72%) Team Foundation Server
8 4 (2.17%) Maven
9 3 (1.63%) Sonatype Nexus
10 2 (1.09%) Eclipse
10 2 (1.09%) Gradle
General
1 16 (8.70%) Marketing
2 15 (8.15%) Finance
3 8 (4.35%) Retail
4 6 (3.26%) Automotive
5 5 (2.72%) Military
6 3 (1.63%) Banking
7 1 (0.54%) Legal
7 1 (0.54%) Manufacturing
7 1 (0.54%) Pharmaceutical
Job Titles
1 77 (41.85%) Data Engineer
2 58 (31.52%) Architect
3 57 (30.98%) Data Architect
4 47 (25.54%) Big Data Engineer
5 39 (21.20%) Big Data Architect
6 37 (20.11%) Developer
7 31 (16.85%) Hadoop Engineer
8 20 (10.87%) Data Analytics Architect
9 18 (9.78%) Senior Data Engineer
10 17 (9.24%) Big Data Developer
11 16 (8.70%) Cloud Architect
11 16 (8.70%) Technical Architect
12 14 (7.61%) Senior Hadoop Engineer
13 12 (6.52%) Business Intelligence Developer
14 9 (4.89%) Software Engineer
15 6 (3.26%) Consultant
15 6 (3.26%) Java Developer
15 6 (3.26%) Lead Architect
15 6 (3.26%) Lead Data Architect
15 6 (3.26%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 89 (48.37%) Kafka
2 27 (14.67%) MLlib
3 26 (14.13%) TensorFlow
4 25 (13.59%) Keras
5 20 (10.87%) Apache Avro
6 17 (9.24%) .NET
7 16 (8.70%) SOAP
8 15 (8.15%) REST
9 14 (7.61%) Java EE
10 13 (7.07%) XML
11 12 (6.52%) Web Services
12 11 (5.98%) ActiveMQ
12 11 (5.98%) RabbitMQ
12 11 (5.98%) ServiceStack
12 11 (5.98%) Spring
13 10 (5.43%) Hibernate
13 10 (5.43%) XSD
14 9 (4.89%) EJB
14 9 (4.89%) JMS
14 9 (4.89%) Middleware
Miscellaneous
1 27 (14.67%) Fintech
2 20 (10.87%) Greenfield Project
3 16 (8.70%) Analytical Skills
4 15 (8.15%) Computer Science
4 15 (8.15%) Public Cloud
4 15 (8.15%) User Experience
5 13 (7.07%) Data Structures
6 6 (3.26%) Replication
6 6 (3.26%) Taxonomies
6 6 (3.26%) Virtual Team
7 5 (2.72%) Management Information System
7 5 (2.72%) PKI
8 4 (2.17%) Hybrid Cloud
8 4 (2.17%) Private Cloud
9 3 (1.63%) FMCG
10 2 (1.09%) Algorithms
10 2 (1.09%) Data Centre
10 2 (1.09%) NHS
11 1 (0.54%) Clustering
11 1 (0.54%) Fixed Income
Operating Systems
1 92 (50.00%) Linux
2 12 (6.52%) CentOS
3 9 (4.89%) Windows
4 5 (2.72%) Unix
5 3 (1.63%) Mac OS X
6 1 (0.54%) Android
6 1 (0.54%) Apple iOS
6 1 (0.54%) Mesosphere
Processes & Methodologies
1 106 (57.61%) Analytics
2 89 (48.37%) MapReduce
3 84 (45.65%) ETL
4 58 (31.52%) Agile Software Development
5 46 (25.00%) Business Intelligence
6 39 (21.20%) Data Engineering
6 39 (21.20%) Data Integration
7 34 (18.48%) Machine Learning
8 32 (17.39%) Data Science
9 31 (16.85%) Continuous Integration
9 31 (16.85%) Visualisation
10 29 (15.76%) Open Source
11 28 (15.22%) Deep Learning
12 26 (14.13%) Migration
13 25 (13.59%) Data Ingestion
14 23 (12.50%) Data Analytics
14 23 (12.50%) Data Modelling
15 22 (11.96%) Data Visualisation
16 20 (10.87%) CRM
17 18 (9.78%) Operations Research
Programming Languages
1 88 (47.83%) Java
2 86 (46.74%) Python
3 66 (35.87%) Scala
4 60 (32.61%) SQL
5 28 (15.22%) Go
5 28 (15.22%) Shell Script
6 27 (14.67%) R
7 16 (8.70%) C
8 15 (8.15%) PL/SQL
9 13 (7.07%) Perl
10 12 (6.52%) JavaScript
11 6 (3.26%) Ruby
11 6 (3.26%) T-SQL
12 5 (2.72%) PHP
13 4 (2.17%) WebLogic Scripting Tool
13 4 (2.17%) XPath
14 3 (1.63%) C#
15 1 (0.54%) C++
15 1 (0.54%) Clojure
15 1 (0.54%) MATLAB
Qualifications
1 18 (9.78%) Degree
2 11 (5.98%) DV Cleared
2 11 (5.98%) Security Cleared
3 6 (3.26%) Computer Science Degree
4 5 (2.72%) Numerate Degree
4 5 (2.72%) PhD
5 4 (2.17%) ISTQB
5 4 (2.17%) PRINCE2 Certification
6 2 (1.09%) PMI Certification
6 2 (1.09%) PMP
7 1 (0.54%) MCSA
7 1 (0.54%) MCSD
7 1 (0.54%) Microsoft Certification
Quality Assurance & Compliance
1 16 (8.70%) QA
2 14 (7.61%) Data Quality
3 12 (6.52%) GCP
System Software
1 114 (61.96%) Apache Flume
2 99 (53.80%) HDFS
3 9 (4.89%) Apache ZooKeeper
4 5 (2.72%) Hyper-V
4 5 (2.72%) VMware Infrastructure
5 2 (1.09%) Docker
6 1 (0.54%) Cronacle
6 1 (0.54%) MapR-FS
Systems Management
1 55 (29.89%) Hadoop YARN
2 54 (29.35%) Oozie
3 14 (7.61%) Ambari
4 12 (6.52%) Ansible
4 12 (6.52%) Puppet
5 9 (4.89%) Opscode Chef
6 1 (0.54%) Control-M
6 1 (0.54%) Docker Swarm
6 1 (0.54%) Kubernetes
6 1 (0.54%) yum
Vendors
1 74 (40.22%) Cloudera
2 66 (35.87%) Oracle
3 48 (26.09%) Hortonworks
4 38 (20.65%) Tableau
5 23 (12.50%) WorldPay
6 21 (11.41%) SAP
7 17 (9.24%) Google
8 16 (8.70%) Informatica
9 15 (8.15%) Cognos
10 14 (7.61%) Netezza
10 14 (7.61%) Sybase
11 13 (7.07%) Talend
12 9 (4.89%) Teradata
13 7 (3.80%) Microsoft
14 6 (3.26%) MicroStrategy
15 5 (2.72%) Alteryx
15 5 (2.72%) IBM
15 5 (2.72%) MapR
15 5 (2.72%) VMware
16 4 (2.17%) Kofax