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15-2051.0034% growth 2024-2034, Much faster than average (~17,700 openings/yr)112590
Data Scientists
Primary Directive
Analyze data to derive actionable insights for business decisions.
Execution Steps
- 1
Collect and clean data
Gather raw data from various sources and preprocess it using statistical software.
- 2
Apply statistical models
Use feature selection algorithms to build predictive models for key business outcomes.
- 3
Visualize data analysis results
Create graphs and charts to effectively communicate findings to stakeholders.
- 4
Validate and test models
Assess model accuracy using statistical performance metrics and refine as necessary.
- 5
Present findings to stakeholders
Deliver comprehensive reports and presentations summarizing data insights and recommendations.
Toolbox Requirements
Alteryx softwareAmazon Elastic Compute Cloud EC2Amazon RedshiftAmazon Web Services AWS softwareApache AirflowApache CassandraApache HadoopApache HiveApache KafkaApache SparkAtlassian ConfluenceAtlassian JIRABashCC#C++DockerElasticsearchGitGitHubGoIBM SPSS StatisticsJavaScriptJavaScript Object Notation JSONJenkins CIKubernetesLinuxMicrosoft AccessMicrosoft Azure softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft Power BIMicrosoft PowerPointMicrosoft SQL ServerMongoDBNoSQLOracle JavaPerlPostgreSQLPythonPyTorchRRubySASScalaShell scriptSnowflakeSplunk EnterpriseStructured query language SQLTableauTensorFlowTeradata DatabaseThe MathWorks MATLABUNIX
Free — no credit card required. 200 messages included.