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Performance Predictions Jobs (NOW HIRING)

Amazon

Sr Performance Validation Engineer

Sunnyvale, CA · On-site

Develop and maintain performance models to predict silicon behavior including frequency, power consumption, and thermal characteristics. Create methodologies for accurate performance prediction and ...

Ssd Anc

NY · On-site

Analyze built infrastructure data, aggregate requirements, assess asset performance predictions from Sustainment Management Systems (SMS), analyze statistics and trends across portfolios, validate ...

Amazon

Sr Performance Validation Engineer

Sunnyvale, CA · On-site

Develop and maintain performance models to predict silicon behavior including frequency, power consumption, and thermal characteristics. Create methodologies for accurate performance prediction and ...

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How much do performance predictions jobs pay per hour?

As of Sep 10, 2026, the average hourly pay for performance predictions in the United States is $47.54, according to ZipRecruiter salary data. Most workers in this role earn between $37.50 and $56.01 per hour, depending on experience, location, and employer.

What are performance predictions?

Performance predictions refer to the process of forecasting how well an individual, system, or organization will perform in the future based on current and historical data. In the context of jobs or business, it often involves using statistical models, data analysis, and sometimes machine learning to estimate outcomes such as sales, productivity, or employee performance. These predictions help organizations make informed decisions about resource allocation, hiring, and strategy. Accurate performance predictions can improve planning and reduce risks by identifying potential issues before they arise.

What are the key skills and qualifications needed to thrive as a performance analyst, and why are they important?

To thrive as a Performance Analyst, you need strong analytical skills, a background in statistics or data science, and a relevant degree in fields like mathematics, economics, or business. Proficiency in data analysis tools such as Excel, SQL, Python, and visualization platforms like Tableau or Power BI is typically required. Attention to detail, effective communication, and problem-solving abilities are valuable soft skills in this role. These competencies ensure accurate data interpretation, actionable insights, and clear reporting that drive organizational improvement.

What are some common challenges faced by professionals in performance predictions roles, and how can they overcome them?

Professionals working in Performance Predictions often encounter challenges such as managing large and complex datasets, ensuring the accuracy of predictive models, and effectively communicating findings to non-technical stakeholders. To overcome these challenges, it's important to stay current with modeling techniques, invest time in data cleaning and validation, and develop strong communication skills to translate technical insights into actionable business recommendations. Collaboration with cross-functional teams, like data engineers and business analysts, is also key to refining models and integrating predictions into strategic decision-making.

What is the difference between Performance Predictions vs Data Analysts?

AspectPerformance PredictionsData Analysts
Required credentialsTypically requires data analysis skills, statistical knowledge, and sometimes certifications in predictive modelingRequires strong analytical skills, proficiency in data manipulation, and often degrees in statistics, mathematics, or related fields
Work environmentOften involves working with forecasting models, predictive algorithms, and cross-department collaborationFocuses on data collection, cleaning, analysis, and reporting within various industries
Employer and industry usageUsed in finance, marketing, supply chain, and tech sectors for forecasting and decision-makingCommon across finance, healthcare, marketing, and business sectors for data-driven insights

Performance Predictions and Data Analysts both work with data, but Performance Predictions specializes in forecasting future outcomes using predictive models, while Data Analysts focus on analyzing historical data to generate reports and insights. Understanding these differences helps employers and job seekers target the right skills and roles.

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Performance Predictions jobs near you
Infographic showing various Performance Predictions job openings in the United States as of September 2026, with employment types broken down into 1% As Needed, 87% Full Time, 10% Part Time, and 2% Contract. Highlights an 84% Physical, 2% Hybrid, and 14% Remote job distribution, with an average salary of $98,889 per year, or $47.5 per hour.

Sr Performance Validation Engineer

Sunnyvale, CA • On-site

Amazon
IT Services • 10K+ employees
Learn more about Amazonexternal

Full-time

Re-posted 26 days ago

Amazon rating

7.4

Company rating: 7.4 out of 10

Based on 7,166 frontline employees who took The Breakroom Quiz

Job description


Amazon Lab126 is an inventive research and development company that designs and engineers high-profile consumer electronics. Lab126 began in 2004 as a subsidiary of Amazon.com, Inc., originally creating the best-selling Kindle family of products. Since then, we have produced numerous devices like Fire tablets, Fire TV and Amazon Echo

What will you help us create. The team that built the innovative SoCs AZ3 and AZ3 Pro that power the latest generation of Echo devices is looking for Senior Pre-Silicon Performance Validation Engineer to continue to innovate on behalf of our customers.
As the Senior Pre-Silicon Performance Validation Engineer, you will be responsible for validating and verifying the performance of complex silicon designs during the pre-silicon phase, ensuring that our chip designs meet stringent performance, power, and functionality requirements before tape-out across multiple process nodes.
Key job responsibilities
In this role, you will:
Design and execute comprehensive validation strategies for silicon performance during the pre-silicon phase using RTL simulations, emulation platforms, and virtual prototypes.
Develop test plans that verify performance against design specifications before tape-out


Create and maintain validation infrastructure including test benches, performance models, simulation environments, and automated validation frameworks.
Develop and maintain performance models to predict silicon behavior including frequency, power consumption, and thermal characteristics.
Create methodologies for accurate performance prediction and correlation with expected post-silicon results.
Identify performance bottlenecks through simulation and analysis, working with design teams to implement optimization strategies before tape-out.
Debug and Root Cause Analysis
Establish validation methodologies and best practices that can be adopted across the organization

Create comprehensive checklists and procedures for performance validation activities.
Work closely with architecture, RTL design, verification and emulation teams to ensure performance requirements are met throughout the pre-silicon development cycle.
Provide early feedback to design teams on performance optimization opportunities.


Collaborate with external partners and vendors on emulation and virtual platform activities.

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About Amazon

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Amazon.com, Inc., commonly known as Amazon, is an American multinational technology company. It was founded by Jeff Bezos in 1994 and initially started as an online marketplace for books. Since then, Amazon has expanded its operations and become one of the largest e-commerce companies in the world. Amazon's primary business is its online retail platform, where customers can purchase a vast array of products, including electronics, clothing, books, home goods, and much more. The company offers a convenient and user-friendly shopping experience, with features such as fast shipping, customer reviews, and personalized recommendations. In addition to its e-commerce platform, Amazon has diversified its business into various other areas. One of its notable ventures is Amazon Web Services (AWS), a comprehensive cloud computing platform that provides services such as storage, compute power, and database management to individuals and businesses. AWS has become a leader in the cloud computing industry, powering many websites and applications worldwide. Amazon has also developed its own consumer electronics, including the popular Amazon Kindle e-reader, Fire tablets, Fire TV streaming devices, and the Alexa-powered Echo smart speakers. The Alexa voice assistant, integrated into these devices, allows users to interact with their devices using voice commands, perform tasks, and access information. Furthermore, Amazon has expanded into media and entertainment. It operates Prime Video, a streaming service that offers a wide range of movies, TV shows, and original content. Amazon Music provides a platform for streaming and purchasing digital music, while Audible offers audiobooks and other audio content. The company's commitment to customer satisfaction and convenience is demonstrated by its membership program, Amazon Prime. Prime members receive various benefits, including free two-day shipping, access to streaming services, exclusive deals, and more.

Industry

It services, book publishers, retail, real estate, computer and electronic product manufacturing and software development

Company size

10,000+ Employees

Headquarters location

Seattle, WA, US

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