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Data Generator User Jobs in California (NOW HIRING)

Apple

SerDes Circuit Design Engineer

San Francisco, CA · On-site

$238K/yr

With redefining the user experience in focus, you will get an opportunity to work on designs which ... Tx, bias generator, high-speed clock generation and low-jitter distribution, high-speed analog ...

Scout Motors

Lead, Cloud Program Manager

Fremont, CA · On-site

$141K - $182K/yr

... generator with an estimated 500 miles of combined range. At Scout Motors, we empower our talented ... Partner with leadership to align priorities across workstreams (e.g., OTA, data, mobile, user ...

Scout Motors

Lead, Cloud Program Manager

Fremont, CA · On-site

$141K - $182K/yr

... generator with an estimated 500 miles of combined range. At Scout Motors, we empower our talented ... Partner with leadership to align priorities across workstreams (e.g., OTA, data, mobile, user ...

Apple

SerDes Circuit Design Engineer

San Diego, CA · On-site

With transforming the user experience in focus, you will get an opportunity to work on designs ... CDR, Tx, bias generator, high-speed clock generation and low-jitter distribution, phase ...

Apple

SerDes Circuit Design Engineer

Cupertino, CA · On-site

With transforming the user experience in focus, you will get an opportunity to work on designs ... CDR, Tx, bias generator, high-speed clock generation and low-jitter distribution, phase ...

Apple

SerDes Circuit Design Engineer

Cupertino, CA · On-site

With transforming the user experience in focus, you will get an opportunity to work on designs ... CDR, Tx, bias generator, high-speed clock generation and low-jitter distribution, phase ...

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Data Generator User information

What is a Data Generator User?

A Data Generator User is someone who utilizes data generation tools or software to create synthetic or simulated data sets. These users often work in data science, software testing, or machine learning to generate data for testing algorithms, validating systems, or training models when real-world data is unavailable or sensitive. Data Generator Users are skilled at configuring parameters and ensuring the generated data meets specific requirements, such as volume, variety, and format. Their work helps organizations test and develop robust data-driven solutions without compromising privacy or relying solely on existing data.

What are the key skills and qualifications needed to thrive as a Data Generator User, and why are they important?

To thrive as a Data Generator User, you need a strong understanding of data analysis, attention to detail, and familiarity with data management principles, typically supported by relevant education or experience in data handling. Proficiency in data generation tools, spreadsheet software, and sometimes programming languages like Python or SQL is often required. Strong problem-solving abilities, communication skills, and the ability to work independently are key soft skills in this role. These skills ensure accurate, efficient, and reliable data creation, which is critical for supporting business analytics and decision-making processes.

What are some typical challenges faced by Data Generator Users when ensuring data quality and consistency?

One common challenge Data Generator Users encounter is maintaining high data quality and consistency, especially when generating large datasets for testing or analytics. Ensuring that generated data accurately reflects real-world scenarios and edge cases requires careful planning and validation. Additionally, collaborating with development, QA, and analytics teams to understand their specific data requirements can be complex but is essential for delivering valuable datasets. Regular reviews and automated validation checks can help minimize errors and ensure reliable results.

What is the difference between Data Generator User vs Data Analyst?

AspectData Generator UserData Analyst
Required CredentialsBasic technical skills, familiarity with data toolsDegree in statistics, data science, or related field
Work EnvironmentUses data generation tools in various industriesAnalyzes data to derive insights, often in office settings
Employer & Industry UsageTech companies, research labs, data firmsBusiness, finance, healthcare, marketing

The main difference is that Data Generator Users focus on creating synthetic data using specialized tools, while Data Analysts interpret and analyze existing data to support decision-making. Both roles require technical skills, but Data Analysts typically have more advanced certifications and focus on data interpretation.

What are popular job titles related to Data Generator User jobs in California?

For Data Generator User jobs in California, the most frequently searched job titles are:

What job categories do people searching Data Generator User jobs in California look for?

The top searched job categories for Data Generator User jobs in California are:

What cities in California are hiring for Data Generator User jobs?

Cities in California with the most Data Generator User job openings:

Data Generator User jobs near you
Infographic showing various Data Generator User job openings in California as of August 2026, with employment types broken down into 1% As Needed, 82% Full Time, 13% Part Time, and 4% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution.

SerDes Circuit Design Engineer

Apple

San Francisco, CA • On-site

$238K/yr

Full-time

Re-posted 5 days ago

Apple rating

8.0

Company rating: 8.0 out of 10

Based on 677 frontline employees who took The Breakroom Quiz

7th of 30 rated technology retailers

Job description

We are seeking talented Analog Mixed-Signal designers to join our high-speed SerDes team! Our team specializes in building next generation high-performance wireline transceivers delivering intellectual-property (IP) for Apple's world-leading system-on-chip (SOC).
In this role, you will actively work with cross-functional Analog Mixed-Signal design teams to create and execute on state-of-the-art IPs key to Apple's products. You will be challenged to make the best-in-class designs to surprise and delight Apple customers. With redefining the user experience in focus, you will get an opportunity to work on designs which makes the best systems. This enables you to learn end-to-end system while exceeding the highest expectations of quality, innovation and efficiency.
If you have strong fundamentals and a track record of tackling technical challenges, you are passionate about learning new skills and improving the value of your work, and you like to be tuned to the bigger-picture while diving deeply into the details to innovate and tackle problems- we invite you to join and grow with our team!
Description
You will work on the development of high-performance and high-speed AMS circuits used in SerDes PHY, including evaluation of different circuit topologies for specific product requirements (e.g., Rx, CDR, Tx, bias generator, high-speed clock generation and low-jitter distribution, high-speed analog signal chain, mixed-signal calibration and algorithms) with best in class power, performance, and area (PPA).
You will work with cross-functional teams (e.g., architecture, SIPI, packaging, board design, DFT, ESD) to create block-level specifications and execute on transistor-level implementation and behavioral modeling. You will drive mask design to implement layout view of designs. You will closely work with SOC teams to deliver IP views and make sure they meet the quality standards. While developing these complex IPs, on regular basis you will interact with your peers/management to communicate progress and discuss new ideas making it a lively and interactive work environment.
Minimum Qualifications
Minimum requirement of a bachelors degree.
Preferred Qualifications
Deep understanding of analog mixed-signal design with experience in high-speed serial links.
Understanding and experience of designing analog mixed signal circuit blocks including Bandgap, biasing circuits, LDO regulators, amplifiers, comparators, switched-cap circuits, ADCs, DACs, Oscillators, Filters
Understanding of analog mixed-signal concepts like mismatch mitigation, linearity, stability, low-power and low-noise techniques
Good grasp and understanding of digitally assisted analog design concepts (e.g. background calibrations, LMS based adaptive loops)
Experience with high-speed digital circuits (e.g., serializer, deserializer, counters, dividers, etc.) with solid understanding of digital design concepts
Knowledge of Tx/Rx equalization techniques and circuits (e.g. CTLE, DFE, de-emphasis) for 64+ Gbps NRZ and PAM applications
Knowledge of CDR architectures and implementations
Knowledge of lab equipment and testing
Experience in Analog Mixed Signal circuit modeling and performance evaluation (e.g. SystemVerilog, Matlab, Python, VerilogAMS)
Hands-on experience in advanced CMOS technologies, design with FinFet technology
Hands-on experience with AMS IC development from definition to high-volume production including layout supervision, bench evaluation, correlation, and characterization
Concepts of timing closure and related industry tools (e.g., Nanotime, Primetime)
Experience in lab testing of high-speed serial I/O, debug and data analysis techniques
Knowledge of common high-speed SerDes protocols (e.g., PCIe, USB, DP, MPHY)
Skills in scripting and automation to enhance efficiency are highly desirable

What Apple employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom

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About Apple

Sourced by ZipRecruiter

Imagine what you could do here! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Dynamic, intelligent people and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same real passion for innovation that goes into our products also applies to our practices strengthening our dedication to leave the world better than we found it.

Industry

Computer and electronic product manufacturing

Company size

10,000+ Employees

Headquarters location

Cupertino, CA, US

Year founded

1976

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