137 lines
6.5 KiB
Markdown
137 lines
6.5 KiB
Markdown
# Tools & technology — computer vision engineer
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Source: O*NET 30.3 'Software Skills' for 15-2051.00.
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| Software | Category | Hot technology |
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| IBM SPSS Statistics | Analytical or scientific software | yes |
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| SAS | Analytical or scientific software | yes |
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| TensorFlow | Analytical or scientific software | yes |
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| The MathWorks MATLAB | Analytical or scientific software | yes |
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| Docker | Application server software | yes |
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| GitHub | Application server software | yes |
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| Kubernetes | Application server software | yes |
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| Alteryx software | Business intelligence and data analysis software | yes |
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| Apache Spark | Business intelligence and data analysis software | yes |
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| Google Looker Analytics | Business intelligence and data analysis software | yes |
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| Microsoft Power BI | Business intelligence and data analysis software | yes |
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| Tableau | Business intelligence and data analysis software | yes |
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| Atlassian JIRA | Content workflow software | yes |
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| Apache Cassandra | Data base management system software | yes |
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| Apache Hadoop | Data base management system software | yes |
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| Apache Hive | Data base management system software | yes |
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| Elasticsearch | Data base management system software | yes |
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| MongoDB | Data base management system software | yes |
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| NoSQL | Data base management system software | yes |
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| Teradata Database | Data base management system software | yes |
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| Amazon Elastic Compute Cloud EC2 | Data base user interface and query software | yes |
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| Amazon Redshift | Data base user interface and query software | yes |
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| Amazon Web Services AWS software | Data base user interface and query software | yes |
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| Microsoft Access | Data base user interface and query software | yes |
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| Microsoft SQL Server | Data base user interface and query software | yes |
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| PyTorch | Data base user interface and query software | yes |
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| Structured query language SQL | Data base user interface and query software | yes |
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| Snowflake | Data mining software | yes |
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| Apache Kafka | Development environment software | yes |
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| C | Development environment software | yes |
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| Go | Development environment software | yes |
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| Microsoft Azure software | Development environment software | yes |
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| Ruby | Development environment software | yes |
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| Jenkins CI | Enterprise application integration software | yes |
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| Splunk Enterprise | Enterprise system management software | yes |
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| Git | File versioning software | yes |
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| C# | Object or component oriented development software | yes |
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| C++ | Object or component oriented development software | yes |
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| Oracle Java | Object or component oriented development software | yes |
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| Perl | Object or component oriented development software | yes |
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| Python | Object or component oriented development software | yes |
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| R | Object or component oriented development software | yes |
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| Scala | Object or component oriented development software | yes |
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| PostgreSQL | Object oriented data base management software | yes |
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| Microsoft Office software | Office suite software | yes |
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| Bash | Operating system software | yes |
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| Linux | Operating system software | yes |
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| Shell script | Operating system software | yes |
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| UNIX | Operating system software | yes |
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| Microsoft PowerPoint | Presentation software | yes |
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| Apache Airflow | Procedure management software | yes |
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| Atlassian Confluence | Project management software | yes |
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| Microsoft Excel | Spreadsheet software | yes |
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| JavaScript | Web platform development software | yes |
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| JavaScript Object Notation JSON | Web platform development software | yes |
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| Kubeflow | Analytical or scientific software | |
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| Mathematical software | Analytical or scientific software | |
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| Mlflow | Analytical or scientific software | |
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| StataCorp Stata | Analytical or scientific software | |
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| Statistical software | Analytical or scientific software | |
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| Business intelligence software | Business intelligence and data analysis software | |
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| MapReduce big data software | Business intelligence and data analysis software | |
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| Qlik Tech QlikView | Business intelligence and data analysis software | |
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| Amazon Web Services AWS SageMaker | Cloud-based management software | |
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| Google Cloud software | Cloud-based management software | |
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| Apache Pig | Data base management system software | |
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| Reporting software | Data base reporting software | |
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| BigQuery | Data base user interface and query software | |
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| Neo4j | Data base user interface and query software | |
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| NumPy | Data base user interface and query software | |
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| pandas | Data base user interface and query software | |
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| PySpark | Data base user interface and query software | |
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| Flask | Development environment software | |
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| Julia | Development environment software | |
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| OpenAI ChatGPT | Development environment software | |
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| Scikit-learn | Development environment software | |
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| XGBoost | Development environment software | |
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| Management information systems MIS | Enterprise resource planning ERP software | |
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| Geographic information system GIS systems | Geographic information system | |
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| Apache MXNet | Industrial control software | |
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| Jupyter software | Object or component oriented development software | |
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| SciPy | Object or component oriented development software | |
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| Shiny | Object or component oriented development software | |
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| spaCy | Object or component oriented development software | |
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| Keras | Operating system software | |
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| Amazon Simple Storage Service S3 | Storage networking software | |
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| RESTful API | Web platform development software | |
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<!-- market-evidence -->
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## Market evidence (job-ad analysis, 5 ads, as of 2026-07-10)
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Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
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### Tools
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- Python — **60 %**
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- PyTorch — **40 %**
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- OpenCV — **40 %**
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- Kubernetes — **40 %**
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- C++ — **40 %**
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- TensorFlow — **40 %**
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- WandB — **20 %**
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- Airflow — **20 %**
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- AWS — **20 %**
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- Azure — **20 %**
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- Bitbucket”, “Confluence”] — **20 %**
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- CUDA — **20 %**
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- Cloud Foundry — **20 %**
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- DVC — **20 %**
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- Docker — **20 %**
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- gdal”, “geopandas”, “shapely” — **20 %**
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- Gitlab CI — **20 %**
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- Java — **20 %**
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- Jira — **20 %**
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- Kubeflow — **20 %**
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- MLFlow — **20 %**
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- matplotlib — **20 %**
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- OpenShift — **20 %**
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- Oracle — **20 %**
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- pandas — **20 %**
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- RAPIDs — **20 %**
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- PostgreSQL — **20 %**
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- MySQL — **20 %**
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- numpy — **20 %**
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- SQL Server — **20 %**
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- sklearn — **20 %**
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- Rust — **20 %**
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<!-- market-evidence -->
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