Google TensorFlow
UK

The following table provides summary statistics for permanent job vacancies 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 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 706 807 627
Rank change year-on-year +101 -180 +51
Permanent jobs citing TensorFlow 209 145 788
As % of all permanent jobs advertised in the UK 0.20% 0.15% 0.47%
As % of the Libraries, Frameworks & Software Standards category 0.98% 0.50% 1.14%
Number of salaries quoted 107 114 220
10th Percentile £51,500 £48,750 £51,125
25th Percentile £55,000 £60,000 £59,500
Median annual salary (50th Percentile) £70,000 £75,000 £78,800
Median % change year-on-year -6.67% -4.82% +21.23%
75th Percentile £88,750 £95,000 £90,000
90th Percentile £122,500 £104,625 £132,500
UK excluding London median annual salary £62,500 £62,500 £62,000
% change year-on-year - +0.81% +9.73%

All Software Libraries and Frameworks
UK

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 with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,317 29,159 68,887
As % of all permanent jobs advertised in the UK 20.77% 29.95% 41.26%
Number of salaries quoted 15,893 18,093 29,995
10th Percentile £36,250 £40,500 £37,500
25th Percentile £45,000 £51,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% +18.18%
75th Percentile £78,750 £87,500 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

TensorFlow
Job Vacancy Trend

Job postings citing TensorFlow as a proportion of all IT jobs advertised.

Job vacancy trend for TensorFlow in the UK

TensorFlow
Salary Trend

3-month moving average salary quoted in jobs citing TensorFlow.

Salary trend for TensorFlow in the UK

TensorFlow
Salary Histogram

Salary distribution for jobs citing TensorFlow over the 6 months to 28 May 2024.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the UK over the 6 months to 28 May 2024. 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
Jobs
England +127 192 £70,000 -6.67% 119
London +166 108 £82,250 +2.81% 69
UK excluding London +14 90 £62,500 - 56
Work from Home +100 81 £55,000 -36.23% 44
South West -9 27 £65,000 -18.75% 11
East of England +7 23 £80,001 +6.67% 14
Midlands -7 13 £55,000 +4.76% 4
North of England +57 12 £60,000 +9.09% 7
West Midlands +7 12 £52,500 - 1
North West +15 11 £60,000 +9.09% 5
Scotland -50 11 £57,500 -6.12% 4
South East -3 4 £75,000 - 15
Yorkshire +79 1 £45,000 -56.10% 2
East Midlands - 1 £85,000 - 3

TensorFlow
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 17 (8.13%) Apache Spark
2 10 (4.78%) Jupyter
3 9 (4.31%) Apache
4 3 (1.44%) Apache Airflow
5 1 (0.48%) Confluence
5 1 (0.48%) SAS
Applications
1 6 (2.87%) Simulink
1 6 (2.87%) Stateflow
2 1 (0.48%) Microsoft Office
Cloud Services
1 46 (22.01%) AWS
2 37 (17.70%) Azure
3 29 (13.88%) GCP
4 15 (7.18%) Amazon SageMaker
5 12 (5.74%) Azure Machine Learning
6 11 (5.26%) Cloud Computing
7 9 (4.31%) Snowflake
8 8 (3.83%) SaaS
9 6 (2.87%) dbt
9 6 (2.87%) Fivetran
10 4 (1.91%) Azure DevOps
11 3 (1.44%) Power Platform
12 2 (0.96%) Serverless
13 1 (0.48%) Amazon S3
13 1 (0.48%) AWS CloudFormation
13 1 (0.48%) AWS CodePipeline
13 1 (0.48%) AWS Lambda
13 1 (0.48%) AWS Step Functions
13 1 (0.48%) Azure Data Factory
13 1 (0.48%) Datadog
Database & Business Intelligence
1 49 (23.44%) Tableau
2 13 (6.22%) Elasticsearch
3 12 (5.74%) Big Data
4 8 (3.83%) Data Mining
5 7 (3.35%) Data Warehouse
5 7 (3.35%) Hadoop
6 5 (2.39%) MySQL
6 5 (2.39%) Relational Database
7 3 (1.44%) Neo4j
7 3 (1.44%) NoSQL
7 3 (1.44%) PostgreSQL
7 3 (1.44%) Power BI
8 2 (0.96%) BigQuery
8 2 (0.96%) MongoDB
8 2 (0.96%) Text Mining
9 1 (0.48%) Apache Cassandra
9 1 (0.48%) Azure SQL Database
9 1 (0.48%) Delta Lake
9 1 (0.48%) DynamoDB
9 1 (0.48%) Redis
Development Applications
1 72 (34.45%) Git
2 8 (3.83%) Visual Studio
3 3 (1.44%) MLflow
4 2 (0.96%) Jenkins
4 2 (0.96%) Team Foundation Server
4 2 (0.96%) TensorBoard
5 1 (0.48%) Atlassian Bamboo
5 1 (0.48%) Bitbucket
5 1 (0.48%) CMake
5 1 (0.48%) JIRA
5 1 (0.48%) Mercurial
5 1 (0.48%) SonarQube
5 1 (0.48%) TeamCity
General
1 87 (41.63%) Social Skills
2 18 (8.61%) Finance
2 18 (8.61%) Inclusion and Diversity
3 14 (6.70%) Public Sector
4 12 (5.74%) Games
4 12 (5.74%) Law
5 9 (4.31%) Analytical Skills
6 8 (3.83%) Marketing
7 4 (1.91%) Automotive
8 3 (1.44%) Legal
9 2 (0.96%) Electronics
9 2 (0.96%) Presentation Skills
10 1 (0.48%) Banking
10 1 (0.48%) Financial Institution
10 1 (0.48%) Investment Banking
10 1 (0.48%) Telecoms
Job Titles
1 97 (46.41%) Data Scientist
2 80 (38.28%) Senior
3 60 (28.71%) Senior Data Scientist
4 23 (11.00%) Developer
5 19 (9.09%) Artificial Intelligence Engineer
6 15 (7.18%) Software Engineer
7 14 (6.70%) Lead
8 13 (6.22%) Machine Learning Researcher
9 12 (5.74%) Data Engineer
10 9 (4.31%) Senior Developer
10 9 (4.31%) Senior Software Developer
10 9 (4.31%) Software Developer
11 8 (3.83%) Audit Manager
11 8 (3.83%) Python Engineer
11 8 (3.83%) Technical Trainer
11 8 (3.83%) Trainer
12 7 (3.35%) Python Software Engineer
13 6 (2.87%) Lead Data Scientist
13 6 (2.87%) Snowflake Data Engineer
13 6 (2.87%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 123 (58.85%) PyTorch
2 75 (35.89%) scikit-learn
3 59 (28.23%) Pandas
4 46 (22.01%) Keras
5 45 (21.53%) PySpark
6 39 (18.66%) NumPy
7 15 (7.18%) Kafka
8 14 (6.70%) SpaCy
9 12 (5.74%) Apache Beam
10 9 (4.31%) Flask
11 8 (3.83%) MXNet
12 6 (2.87%) OpenCV
13 5 (2.39%) Statsmodels
14 4 (1.91%) .NET
14 4 (1.91%) OpenACC
15 3 (1.44%) Matplotlib
15 3 (1.44%) MLlib
15 3 (1.44%) SciPy
16 2 (0.96%) Django
16 2 (0.96%) React
Miscellaneous
1 130 (62.20%) Algorithms
2 19 (9.09%) CUDA
3 17 (8.13%) Data Structures
4 15 (7.18%) Distributed Computing
5 8 (3.83%) BBC
6 7 (3.35%) Blockchain
7 6 (2.87%) Public Cloud
8 5 (2.39%) Embedded Systems
9 4 (1.91%) Client/Server
9 4 (1.91%) Onboarding
9 4 (1.91%) Robotics
9 4 (1.91%) Verilog
9 4 (1.91%) VHDL
10 3 (1.44%) Distributed Systems
10 3 (1.44%) IoT
11 2 (0.96%) Social Network
12 1 (0.48%) Credit Risk
12 1 (0.48%) Management Information System
12 1 (0.48%) Ray Tracing
12 1 (0.48%) Reinsurance
Operating Systems
1 12 (5.74%) Linux
2 2 (0.96%) Android
3 1 (0.48%) Unix
Processes & Methodologies
1 183 (87.56%) Machine Learning
2 151 (72.25%) Artificial Intelligence
3 130 (62.20%) Data Science
4 109 (52.15%) Statistics
5 107 (51.20%) Natural Language Processing
6 92 (44.02%) Visualisation
7 91 (43.54%) Mathematics
8 82 (39.23%) Deep Learning
9 74 (35.41%) Neural Network
10 72 (34.45%) Generative AI
11 69 (33.01%) MLOps
12 66 (31.58%) Actionable Insight
13 65 (31.10%) Software Engineering
14 63 (30.14%) Decision-Making
15 56 (26.79%) Computer Science
16 52 (24.88%) Agile
17 49 (23.44%) Physics
17 49 (23.44%) Predictive Modelling
18 46 (22.01%) Data Munging
18 46 (22.01%) Demand Forecasting
Programming Languages
1 200 (95.69%) Python
2 85 (40.67%) SQL
3 31 (14.83%) Java
3 31 (14.83%) MATLAB
4 17 (8.13%) C
5 10 (4.78%) R
6 7 (3.35%) Scala
7 6 (2.87%) JavaScript
8 5 (2.39%) C++
9 4 (1.91%) Perl
9 4 (1.91%) Ruby
10 3 (1.44%) C#
11 2 (0.96%) Go
11 2 (0.96%) Shell Script
11 2 (0.96%) TypeScript
12 1 (0.48%) Bash
12 1 (0.48%) Fortran
Qualifications
1 113 (54.07%) Degree
2 79 (37.80%) Master's Degree
3 47 (22.49%) PhD
4 45 (21.53%) DBS Check
5 32 (15.31%) Security Cleared
6 16 (7.66%) DV Cleared
7 13 (6.22%) Computer Science Degree
8 8 (3.83%) SC Cleared
9 4 (1.91%) BPSS Clearance
10 1 (0.48%) Numerate Degree
Quality Assurance & Compliance
1 4 (1.91%) Data Quality
2 2 (0.96%) Accessibility
3 1 (0.48%) QA
System Software
1 17 (8.13%) Docker
2 1 (0.48%) Virtual Machines
Systems Management
1 10 (4.78%) Kubernetes
2 7 (3.35%) Terraform
3 2 (0.96%) Ansible
3 2 (0.96%) Kubeflow
4 1 (0.48%) Grafana
4 1 (0.48%) Prometheus
Vendors
1 61 (29.19%) Databricks
2 18 (8.61%) OpenAI
3 17 (8.13%) Google
4 16 (7.66%) Dataiku
5 10 (4.78%) NVIDIA
6 6 (2.87%) F5
6 6 (2.87%) Microsoft
7 1 (0.48%) Alteryx
7 1 (0.48%) Facebook
7 1 (0.48%) Hitachi
7 1 (0.48%) Perforce
7 1 (0.48%) Samsung
7 1 (0.48%) Splunk
7 1 (0.48%) StreamSets