Data Scientist (Formal)VLead Data ScientistJob Skill RequirementsSpecified Duration of Work (If Any)...Duration-Compensation Type, Rate, and Annualized Result...Compensation- - - Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill...ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10...1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10...StandardsSkills Required for the task...SkillsPoints are in Thousands...(in Thousands)Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill...CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10...LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills...HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)...PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours...UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors)..PointsProcess of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. ...Data AnalysisGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Process of analyzing and understanding data to extract meaningful insights and draw conclusions. It involves making sense of raw data, identifying patterns, and communicating findings in a clear and concise manner. ...Data InterpretationGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Combination of math and statistics, specialized programming, advanced analytics, artificial intelligence (AI) and machine learning with specific subject matter expertise to uncover actionable insights hidden in an organization’s data. ...Data ScienceGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Commonly used statistical technique to predict future behavior. ...Predictive ModelingGR4.5Level Tier V - 5 5 V 3845Weekly/ 8W8173Core actions and systems that work together for a company to produce, market and distribute their goods or services. ...Business OperationsGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168'Representation of data through use of common graphics, such as charts, plots, infographics and even animations. These visual displays of information communicate complex data relationships and data-driven insights in a way that is easy to understand. ...Data VisualizationGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168'Use and development of computer systems that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data. ...Machine LearningGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168'(NLP) is a machine learning technology that gives computers the ability to interpret, manipulate, and comprehend human language. ...Natural Language ProcessingGP1Level Tier V - 5 5 V 1555Weekly/ 8W8173Providing guidance, knowledge, and direction in a specific niche or area of technology to maintain a competitive edge. ...Technology LeadershipGP1Level Tier V - 5 5 V 1555Weekly/ 8W8173Objective analysis and evaluation of an issue in order to form a judgment. ...Critical ThinkingGR4.5Level Tier V - 5 5 V 3845Daily/ 2D2270Communicating technical information in a simple way an audience can understand. ...Articulate Technical InformationGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Ability to judge, make a decision, or form an opinion objectively, authoritatively, and wisely, especially in matters affecting action ...Judgment and Decision MakingGR4.5Level Tier V - 5 5 V 3845Daily/ 1D168Cross-industry standard process for data mining, known as CRISP-DM, is an open standard process model that describes common approaches used by data mining. ...CRISP-DMGP2Level Tier V - 5 5 V 2210Daily/ 2D2270Open-source framework that provides a distributed, fault-tolerant software infrastructure for storing and processing massive datasets across clusters of commodity hardware. ...HadoopGP1Level Tier V - 5 5 V 1555Monthly/ 30M30130'Fundamental package for scientific computing with Python. It provides: Testing: NumPy requires pytest and hypothesis. ...NumpyGP1Level Tier V - 5 5 V 1555Monthly/ 30M30130'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGP1Level Tier V - 5 5 V 1555Monthly/ 30M30130'Programming language for statistical computing and data visualization. It has been widely adopted in the fields of data mining, bioinformatics, data analysis, and data science ...R ProgrammingGP1Level Tier V - 5 5 V 1555Monthly/ 30M30130'Multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters. ...SparkGP1Level Tier V - 5 5 V 1555Monthly/ 30M30130''Software library for machine learning and artificial intelligence. ...TensorFlowGP1Level Tier V - 5 5 V 1555Monthly/ 30M30130...Total Skill Points:569153055Objective is the primary goal of the task...Description- Link is a way to share an internal link to the task (if there is one)...Job LinkSkills Label™ Patent 11587190 skillslabel.com

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