Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for TensorFlow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited TensorFlow over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > North West
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 357 364 -
Rank change year-on-year +7 - -
Permanent jobs citing TensorFlow 11 3 0
As % of all permanent IT jobs advertised in the North West 0.089% 0.023% -
As % of the Libraries, Frameworks & Software Standards category 0.21% 0.051% -
Number of salaries quoted 10 3 0
North West median annual salary £50,000 £40,000 -
Median salary % change year-on-year +25.00% - -
England median annual salary £65,000 £62,500 £72,500
% change year-on-year +4.00% -13.79% -

TensorFlow is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,155 5,879 4,490
As % of all permanent IT jobs advertised in the North West 41.63% 44.52% 38.81%
Number of salaries quoted 4,369 4,948 3,862
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,000 £25,000
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

TensorFlow
Job Vacancy Trend in the North West

Job postings citing TensorFlow as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for TensorFlow in the North West

TensorFlow
Salary Trend in the North West

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

Salary trend for TensorFlow in the North West

TensorFlow
Salary Histogram in the North West

The salary distribution of IT jobs citing TensorFlow in the North West over the 6 months to 22 July 2018.

Salary histogram for TensorFlow in the North West

TensorFlow
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the North West region over the 6 months to 22 July 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
Manchester +31 11 £50,000 +25.00% 2
TensorFlow
England

For the 6 months to 22 July 2018, IT jobs citing TensorFlow 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 across the North West region with a requirement for TensorFlow.

1 11 (100.00%) Python
2 10 (90.91%) Machine Learning
2 10 (90.91%) Analytics
3 9 (81.82%) Data Science
3 9 (81.82%) Scala
4 8 (72.73%) Natural Language Processing
4 8 (72.73%) Apache Spark
5 7 (63.64%) Big Data
5 7 (63.64%) Java
6 6 (54.55%) R
6 6 (54.55%) Sentiment Analysis
6 6 (54.55%) Keras
7 5 (45.45%) CoreNLP
7 5 (45.45%) Docker
7 5 (45.45%) Social Media
7 5 (45.45%) Amazon AWS
8 4 (36.36%) Degree
8 4 (36.36%) Google
8 4 (36.36%) Statistics
8 4 (36.36%) Customer Insight
8 4 (36.36%) Text Mining
8 4 (36.36%) Software Engineering
8 4 (36.36%) Personalization
9 3 (27.27%) SQL
9 3 (27.27%) Neural Network
9 3 (27.27%) Visualisation
10 2 (18.18%) Hadoop
10 2 (18.18%) Data Analytics
10 2 (18.18%) D3.js
10 2 (18.18%) Web Services

TensorFlow
Co-occurring IT Skills in the North West 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 8 (72.73%) Apache Spark
2 1 (9.09%) Apache Pig
2 1 (9.09%) Jupyter
Cloud Services
1 5 (45.45%) Amazon AWS
2 1 (9.09%) Amazon EC2
2 1 (9.09%) Amazon EMR
2 1 (9.09%) Amazon S3
2 1 (9.09%) Amazon SageMaker
2 1 (9.09%) AWS Lambda
2 1 (9.09%) Cloud Computing
2 1 (9.09%) Google Analytics
2 1 (9.09%) Google Cloud Platform
2 1 (9.09%) Microsoft Azure
2 1 (9.09%) SaaS
2 1 (9.09%) Serverless
Database & Business Intelligence
1 7 (63.64%) Big Data
2 4 (36.36%) Text Mining
3 2 (18.18%) Amazon Redshift
3 2 (18.18%) Hadoop
4 1 (9.09%) Amazon Athena
4 1 (9.09%) Amazon RDS
4 1 (9.09%) Apache Hive
4 1 (9.09%) BigQuery
4 1 (9.09%) Flink
4 1 (9.09%) MySQL
4 1 (9.09%) Sqoop
Development Applications
1 1 (9.09%) CA Release Automation
General
1 1 (9.09%) Marketing
Job Titles
1 4 (36.36%) Process Engineer
2 2 (18.18%) Data Scientist
3 1 (9.09%) Architect
3 1 (9.09%) Big Data Architect
3 1 (9.09%) Big Data Solutions Architect
3 1 (9.09%) Data Architect
3 1 (9.09%) Data Engineer
3 1 (9.09%) Development Engineer
3 1 (9.09%) Lead Architect
3 1 (9.09%) Lead Data Architect
3 1 (9.09%) Lead Solutions Architect
3 1 (9.09%) Machine Learning Engineer
3 1 (9.09%) Senior Data Scientist
3 1 (9.09%) Software Development Engineer
3 1 (9.09%) Software Engineer
3 1 (9.09%) Solutions Architect
3 1 (9.09%) Technical Architect
3 1 (9.09%) Technical Leader
3 1 (9.09%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (72.73%) Natural Language Processing
2 6 (54.55%) Keras
3 5 (45.45%) CoreNLP
4 2 (18.18%) D3.js
4 2 (18.18%) Web Services
5 1 (9.09%) Kafka
5 1 (9.09%) Leaflet
5 1 (9.09%) MXNet
5 1 (9.09%) Node.js
5 1 (9.09%) NumPy
5 1 (9.09%) Pandas
5 1 (9.09%) SpaCy
5 1 (9.09%) Theano
Miscellaneous
1 5 (45.45%) Social Media
2 2 (18.18%) Algorithms
3 1 (9.09%) Analytical Skills
3 1 (9.09%) Computer Science
3 1 (9.09%) Greenfield Project
3 1 (9.09%) Marketing Technology
Operating Systems
1 1 (9.09%) Linux
Processes & Methodologies
1 10 (90.91%) Analytics
1 10 (90.91%) Machine Learning
2 9 (81.82%) Data Science
3 6 (54.55%) Sentiment Analysis
4 4 (36.36%) Customer Insight
4 4 (36.36%) Personalization
4 4 (36.36%) Software Engineering
4 4 (36.36%) Statistics
5 3 (27.27%) Neural Network
5 3 (27.27%) Visualisation
6 2 (18.18%) Agile Software Development
6 2 (18.18%) Computational Linguistics
6 2 (18.18%) Data Analytics
6 2 (18.18%) Decision Tree
6 2 (18.18%) ETL
6 2 (18.18%) Linear Regression
6 2 (18.18%) Logistic Regression
6 2 (18.18%) Mathematics
6 2 (18.18%) Random Forest
7 1 (9.09%) Exploratory Data Analysis
Programming Languages
1 11 (100.00%) Python
2 9 (81.82%) Scala
3 7 (63.64%) Java
4 6 (54.55%) R
5 3 (27.27%) SQL
6 1 (9.09%) C
6 1 (9.09%) C++
6 1 (9.09%) JavaScript
Qualifications
1 4 (36.36%) Degree
2 1 (9.09%) PhD
Quality Assurance & Compliance
1 1 (9.09%) GCP
1 1 (9.09%) GDPR
System Software
1 5 (45.45%) Docker
2 1 (9.09%) HDFS
Systems Management
1 1 (9.09%) Kibana
1 1 (9.09%) Oozie
Vendors
1 4 (36.36%) Google
2 1 (9.09%) Capita
2 1 (9.09%) RapidMiner
2 1 (9.09%) Twitter