Machine Learning Engineer (Formal)VPerformance and Scalability EngineerJob 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)..Points'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 6441Hourly/ 0.25H0.25270'Creating, designing and building new AI applications or utilities. ...AI Applications DesignGR4.5Level Tier V - 5 5 V 6441Hourly/ 0.25H0.25270Process of creating a visual representation of an information system to communicate connections between data points and structures. ...Data ModelingGR4.5Level Tier V - 5 5 V 6441Hourly/ 0.25H0.25270Process of observing, evaluating, and tracking data to ensure its quality, accuracy, and usefulness for business purposes. ...Data MonitoringGR4.5Level Tier V - 5 5 V 6441Hourly/ 0.25H0.25270'Hardware and software components needed to enable cloud computing services. ...Cloud InfrastructureGR4.5Level Tier V - 5 5 V 6441Daily/ 1D168'Ability of an ML system to continue operating correctly even when some of its components or data sources fail. ...ML Fault ToleranceGR4.5Level Tier V - 5 5 V 6441Weekly/ 6W697'Specialized electronic circuit designed for digital image processing and to accelerate computer graphics. ...GPU ArchitectureGR4.5Level Tier V - 5 5 V 6441Weekly/ 6W697'Testing technique that automates the process of validating the functionality of software and ensures it meets requirements. ...Automation TestingGR4.5Level Tier V - 5 5 V 6441Monthly/ 30M30130Abstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ...Analytical ThinkingGR4.5Level Tier V - 5 5 V 6441Daily/ 1D168Communicating technical information in a simple way an audience can understand. ...Articulate Technical InformationGR4.5Level Tier V - 5 5 V 6441Daily/ 1D168Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR4.5Level Tier V - 5 5 V 6441Daily/ 1D168Open-source container orchestration platform used to automate the deployment, scaling, and management of containerized applications. ...KubernetesGP2Level Tier V - 5 5 V 191Monthly/ 20M2058'A powerful and versatile general-purpose programming language known for its efficiency and low-level access to computer hardware ...C ProgrammingGP2.5Level Tier V - 5 5 V 441Monthly/ 20M2058'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGP2.5Level Tier V - 5 5 V 441Monthly/ 30M30130'Open format built to represent machine learning models. ...ONNXGP1.5Level Tier V - 5 5 V 121Monthly/ 20M2058'Ecosystem of tools for developers to achieve high-performance deep learning inference. ...TensorRTGP1.5Level Tier V - 5 5 V 121Monthly/ 20M2058'System-wide performance analysis tool designed to visualize an application’s algorithms, identify the largest opportunities to optimize, and tune to scale efficiently across any quantity or size of CPUs and GPUs ...NsightGP1.5Level Tier V - 5 5 V 121Monthly/ 20M2058'Python Library supporting the development of AI and machine learning. ...PyTorchGP1.5Level Tier V - 5 5 V 121Monthly/ 20M2058...Total Skill Points:724112151Objective 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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A Job Label is a complete ROI for a standard job listing lasting a year or less. Job Labels standardize what skills are required for both prior experience and first year application.

A template establishes baseline job requirements. A job posting and the company listing the job should have different requirements, so on a Job Label the referenced skills and their definitions change. Skills might get added or removed.

Use Job Labels to attract professionals. A clear advantage with Job Labels are they allow evaluations to consider not only a credential (degree or certificate), but whether workers are able to apply the necessary skills neeeded for the job.

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Use Skills Based Approach to prepare to learn, get, and verify the skills in 6 months to 2 years...