The table below looks at the statistics for Impala skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Impala over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Cloudera Impala
Rank 833 898 903
Rank change year-on-year
+65 +5
Permanent jobs citing Impala 77 72 65
As % of all permanent IT jobs located in the UK 0.079% 0.067% 0.057%
As % of the Database & Business Intelligence category 0.27% 0.22% 0.18%
Number of salaries quoted 54 68 65
Median salary £80,000 £72,500 £66,000
Median salary % change year-on-year
+10.34% +9.84%
90% offered a salary of more than £54,000 £60,000 £50,000
10% offered a salary of more than £115,000 £85,000 £70,000
UK excluding London median salary £60,000 £67,899 -
% change year-on-year
-11.63% -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
28946 33440 36351
As % of all permanent IT jobs located in the UK 29.63% 31.07% 31.69%
Number of salaries quoted 24712 28214 30617
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £67,500 £72,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Impala
Jobs Demand Trend

The demand trend of job ads citing Impala as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Impala Jobs Demand Trend in the UK

Impala
Salary Trend

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

Impala Salary Trend in the UK

Impala
Salary Histogram

This chart provides a salary histogram for IT jobs citing Impala over the 3 months to 30 August 2016 within the UK.

Impala Salary Histogram in the UK

Impala
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the UK over the 3 months to 30 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +28 66 £80,000 +10.34% 8
London +23 50 £83,750 +11.66% 3
Glasgow - 11 - -
Scotland - 11 - -
West Midlands -4 5 - -
Warwickshire - 5 - -
Warwick - 5 - -
Norwich - 4 £80,000 -
South West - 4 £57,000 - 1
East of England - 4 £80,000 -
Norfolk - 4 £80,000 -
City of London +41 3 - -
Docklands, London - 3 - -
Oxfordshire - 3 £56,250 - 2
South East - 3 £56,250 - 2
Bristol - 2 £60,000 - 1
Gloucestershire - 2 £54,000 -
Oxford - 2 £56,250 - 2

Impala
Top 30 Related IT Skills

For the 6 months to 30 August 2016, IT jobs citing Impala 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 Impala.

1 169 (93.89%) Hadoop
2 153 (85.00%) Big Data
3 147 (81.67%) Apache Hive
4 127 (70.56%) SQL
5 126 (70.00%) Apache Spark
6 113 (62.78%) Python
7 106 (58.89%) Java
8 94 (52.22%) Apache Pig
9 86 (47.78%) Analytics
10 73 (40.56%) Business Intelligence
10 73 (40.56%) MongoDB
11 72 (40.00%) Analytical Skills
12 71 (39.44%) Data Analytics
13 69 (38.33%) Open Source
14 66 (36.67%) Visualisation
15 62 (34.44%) Finance
16 61 (33.89%) R
17 60 (33.33%) MapReduce
17 60 (33.33%) Data Analysis
18 59 (32.78%) Data Management
19 58 (32.22%) ETL
19 58 (32.22%) Data Visualisation
20 51 (28.33%) Apache Flume
21 50 (27.78%) Cloudera
22 49 (27.22%) NoSQL
22 49 (27.22%) HBase
22 49 (27.22%) HDFS
23 48 (26.67%) Oozie
23 48 (26.67%) PostgreSQL
24 47 (26.11%) Neo4j

Impala
Top Related 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
1 126 (70.00%) Apache Spark
2 94 (52.22%) Apache Pig
3 35 (19.44%) Apache
4 30 (16.67%) SAS
5 13 (7.22%) Elasticsearch
6 11 (6.11%) Apache Solr
Applications
1 1 (0.56%) Mathematica
1 1 (0.56%) MS Excel
1 1 (0.56%) MS PowerPoint
1 1 (0.56%) MS Visio
Business Applications
1 3 (1.67%) SAP Oil and Gas
2 1 (0.56%) Dynamics AX
2 1 (0.56%) Dynamics NAV
2 1 (0.56%) Oracle Applications
Cloud Services
1 39 (21.67%) Amazon AWS
2 23 (12.78%) Amazon EC2
2 23 (12.78%) Amazon EMR
2 23 (12.78%) Amazon S3
3 3 (1.67%) Microsoft Azure
Communications & Networking
1 4 (2.22%) Kerberos
2 3 (1.67%) TCP/IP
3 1 (0.56%) HTTP
3 1 (0.56%) Internet
Database & Business Intelligence
1 169 (93.89%) Hadoop
2 153 (85.00%) Big Data
3 147 (81.67%) Apache Hive
4 73 (40.56%) MongoDB
5 49 (27.22%) HBase
5 49 (27.22%) NoSQL
6 48 (26.67%) PostgreSQL
7 47 (26.11%) Neo4j
8 46 (25.56%) Apache Cassandra
9 38 (21.11%) Sqoop
10 33 (18.33%) QlikView
10 33 (18.33%) SQL Server
11 28 (15.56%) Mahout
12 25 (13.89%) Amazon Redshift
13 21 (11.67%) Data Mining
14 18 (10.00%) MySQL
14 18 (10.00%) Parquet
15 17 (9.44%) Data Warehouse
16 13 (7.22%) Spark SQL
17 12 (6.67%) Spotfire
Development Applications
1 35 (19.44%) Git (software)
1 35 (19.44%) Jenkins
2 23 (12.78%) Vagrant
2 23 (12.78%) Yeoman
3 15 (8.33%) JIRA
4 12 (6.67%) Subversion
5 4 (2.22%) Talend Open Studio
6 1 (0.56%) ANTLR
General
1 62 (34.44%) Finance
2 24 (13.33%) Banking
3 19 (10.56%) Retail
4 16 (8.89%) Telecoms
5 15 (8.33%) Manufacturing
6 12 (6.67%) Marketing
7 9 (5.00%) Investment Banking
8 4 (2.22%) Law
9 3 (1.67%) Electronics
10 2 (1.11%) Advertising
10 2 (1.11%) Automotive
10 2 (1.11%) Games
11 1 (0.56%) Corporate Banking
11 1 (0.56%) Financial Institution
11 1 (0.56%) Front Office
Job Titles
1 75 (41.67%) Developer
2 45 (25.00%) Big Data Developer
3 33 (18.33%) Data Scientist
4 27 (15.00%) Analyst
5 26 (14.44%) Administrator
5 26 (14.44%) Consultant
5 26 (14.44%) Data Analyst
5 26 (14.44%) Data Consultant
6 23 (12.78%) Hadoop Administrator
7 21 (11.67%) Java Developer
8 18 (10.00%) Hadoop Developer
9 16 (8.89%) Data Engineer
10 15 (8.33%) Analyst Developer
10 15 (8.33%) Senior Developer
11 14 (7.78%) Big Data Consultant
11 14 (7.78%) Java Hadoop Developer
12 13 (7.22%) Hadoop Engineer
12 13 (7.22%) Senior Big Data Developer
13 12 (6.67%) Analytics Consultant
13 12 (6.67%) Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 40 (22.22%) D3.js
2 25 (13.89%) scikit-learn
3 23 (12.78%) Cascalog
3 23 (12.78%) LAPP Stack
3 23 (12.78%) Natural Language Processing
3 23 (12.78%) Pandas
3 23 (12.78%) SciPy
4 19 (10.56%) XML
5 18 (10.00%) JSON
6 16 (8.89%) Kafka
7 15 (8.33%) Spark Streaming
8 12 (6.67%) HTML
8 12 (6.67%) HTML5
9 8 (4.44%) Velocity
10 6 (3.33%) Akka
11 5 (2.78%) .NET
11 5 (2.78%) Apache Camel
11 5 (2.78%) NumPy
11 5 (2.78%) Web Services
12 3 (1.67%) ODBC
Miscellaneous
1 72 (40.00%) Analytical Skills
2 66 (36.67%) Visualisation
3 27 (15.00%) Computer Science
4 15 (8.33%) Management Information System
4 15 (8.33%) Market Risk
5 14 (7.78%) Mathematics
6 10 (5.56%) Data Integration
7 8 (4.44%) Replication
8 6 (3.33%) Algorithms
8 6 (3.33%) Cybercrime
8 6 (3.33%) Physics
9 5 (2.78%) Statistics
10 4 (2.22%) Credit Derivative
10 4 (2.22%) Data Centre
10 4 (2.22%) Derivative
10 4 (2.22%) Equities
10 4 (2.22%) Foreign Exchange (FX)
11 2 (1.11%) Artificial Intelligence
11 2 (1.11%) Biometrics
11 2 (1.11%) Online Games
Operating Systems
1 39 (21.67%) Linux
2 2 (1.11%) Unix
3 1 (0.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 86 (47.78%) Analytics
2 73 (40.56%) Business Intelligence
3 71 (39.44%) Data Analytics
4 69 (38.33%) Open Source
5 60 (33.33%) Data Analysis
5 60 (33.33%) MapReduce
6 59 (32.78%) Data Management
7 58 (32.22%) Data Visualisation
7 58 (32.22%) ETL
8 37 (20.56%) Machine Learning
9 35 (19.44%) Continuous Integration
10 30 (16.67%) Statistical Analysis
11 27 (15.00%) Unit Testing
12 26 (14.44%) Agile Software Development
12 26 (14.44%) Performance Tuning
13 25 (13.89%) Computer Vision
13 25 (13.89%) Sentiment Analysis
14 24 (13.33%) User Stories
15 23 (12.78%) Data Munging
15 23 (12.78%) Time Series Analysis
Programming Languages
1 127 (70.56%) SQL
2 113 (62.78%) Python
3 106 (58.89%) Java
4 61 (33.89%) R
5 47 (26.11%) Scala
6 30 (16.67%) Clojure
7 26 (14.44%) Shell Script
7 26 (14.44%) VBA
8 24 (13.33%) Bash Shell
9 23 (12.78%) Cypher
10 18 (10.00%) JavaScript
11 14 (7.78%) C
12 9 (5.00%) C#
12 9 (5.00%) MATLAB
13 8 (4.44%) C++
14 5 (2.78%) PHP
14 5 (2.78%) Ruby
15 1 (0.56%) F#
15 1 (0.56%) Haskell
15 1 (0.56%) T-SQL
Qualifications
1 38 (21.11%) Degree
2 22 (12.22%) PhD
3 15 (8.33%) Security Cleared
4 9 (5.00%) DV Cleared
5 4 (2.22%) Postgraduate
Quality Assurance & Compliance
1 4 (2.22%) QA
2 3 (1.67%) Data Quality
System Software
1 51 (28.33%) Apache Flume
2 49 (27.22%) HDFS
3 23 (12.78%) Virtual Machines
3 23 (12.78%) VirtualBox
4 2 (1.11%) Docker
Systems Management
1 48 (26.67%) Oozie
2 38 (21.11%) Hadoop YARN
3 12 (6.67%) Rundeck
4 3 (1.67%) logstash
5 2 (1.11%) Kibana
6 1 (0.56%) Mesos
6 1 (0.56%) Puppet
Vendors
1 50 (27.78%) Cloudera
2 44 (24.44%) Oracle
2 44 (24.44%) Tableau
3 35 (19.44%) Hortonworks
3 35 (19.44%) MapR
4 20 (11.11%) TIBCO
5 14 (7.78%) Informatica
6 7 (3.89%) Cognos
6 7 (3.89%) SAP
7 6 (3.33%) Solace
8 5 (2.78%) Teradata
9 4 (2.22%) Actian
9 4 (2.22%) Talend
10 3 (1.67%) Greenplum
10 3 (1.67%) IBM
10 3 (1.67%) Netezza
11 1 (0.56%) JD Edwards
11 1 (0.56%) Microsoft
11 1 (0.56%) Red Hat
11 1 (0.56%) Vertica
London
Nicoll Curtin
Salary: £80000.00 - £115000.00 per annum + Package
Posted: 3 days ago
Bristol, Avon
Randstad Technologies
Salary: £60000.00 per annum
Posted: 5 days ago
Oxford
Hays West And Wales
Salary: £53000.00 - £55000.00 per annum + Benefits
Posted: 19 days ago
Oxford
Hays West And Wales
Salary: £57000.00 - £60000.00 per annum + Benefits
Posted: 18 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 24 days ago
Leeds
Sky Betting & Gaming
Salary: Competitive + Excellent benefits (Healthcare, Pension, free Sky + HD and Broadband)
Posted: 25 days ago