招聘

Staff AI/ML Applications Engineer - Product Validation & Test
US, MA, Wilmington
·
On-site
·
Full-time
·
1w ago
Compensation
$131,285 - $190,108
Benefits & Perks
•Healthcare
•401(k)
•Paid vacation
•Flexible Hours
•Healthcare
•401k
•Flexible Hours
Required Skills
Post-silicon test and validation
Mixed-signal design
Python
Machine learning
Data analysis
Silicon debugging
About Analog Devices
Analog Devices, Inc. (NASDAQ: ADI ) is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge. ADI combines analog, digital, and software technologies into solutions that help drive advancements in digitized factories, mobility, and digital healthcare, combat climate change, and reliably connect humans and the world. With revenue of more than $9 billion in FY24 and approximately 24,000 people globally, ADI ensures today's innovators stay Ahead of What's Possible™. Learn more at www.analog.com and on LinkedIn and Twitter (X).
Staff Engineer, Product Validation & Test
About the Role
We are seeking a Staff Engineer to lead the application of AI-enabled techniques to post-silicon test, evaluation, and characterization across mixed-signal and SoC products. This role sits within Engineering Enablement and is intended for a deeply experienced post-silicon engineer who understands how silicon is actually evaluated in labs and on ATE—and who can strategically apply AI/ML and agentic tools to accelerate, scale, and improve those workflows.
This is a hands-on, high-impact individual contributor role with broad cross-functional influence. You will define how AI is practically used in evaluation, characterization, calibration, trimming, and qualification—not as an abstract data science exercise, but as a tool to reduce measurement effort, improve insight, and shorten time-to-confidence in silicon.
Core Responsibilities
· Identify high-leverage opportunities where AI/ML can materially improve post-silicon workflows, such as:
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Adaptive characterization (intelligent selection of next measurements)
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Anomaly detection in parametric, waveform, and RF data
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Measurement clustering and outlier identification
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Automated regression triage and silicon learning
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Calibration and trimming optimization
· Apply and integrate existing AI/ML technologies, including:
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Classical ML (clustering, regression, Bayesian methods)
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Time-series and waveform analysis techniques
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Agentic AI systems for lab automation, test orchestration, and debug assistance
· Serve as a technical bridge between silicon/test engineers and:
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Internal ML specialists
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External vendors
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Academic or ecosystem partners
· Evaluate and prototype AI-enabled tools for post-silicon
· Develop reference workflows, guidelines, and examples for AI-assisted evaluation and characterization.
· Create reusable frameworks that scale across products, nodes, and business units.
· Mentor engineers on:
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Modern post-silicon data analysis techniques
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Practical use of AI tools in the lab and on ATE
· Represent the organization in Technical reviews, Vendor engagements, Industry forums
Required Qualifications
· 8+ years of hands-on experience in post-silicon test, evaluation, characterization, or validation of ASICs or So Cs.
· Deep practical experience with mixed-signal and/or high-speed digital blocks, such as:
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ADCs/DACs, PLLs, clocking
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SERDES, PHYs, high-speed IO
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Power, timing, and signal-integrity-sensitive designs
· Strong understanding of:
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Silicon bring-up
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Measurement instrumentation and data interpretation
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ATE-based test and characterization flows
· Proven ability to debug silicon issues with limited observability and noisy data.
· Working knowledge of applying ML techniques to real measurement data, including Statistical modeling, Pattern recognition & Anomaly detection
· Experience using or integrating AI-enabled tools in engineering workflows.
· Comfortable working in Python-based analysis environments (not necessarily building ML frameworks).
· Ability to reason about data quality, bias, observability limits, and measurement noise—especially in analog/RF contexts.
· Strong cross-functional communication skills; able to translate between silicon, test, and software/AI domains.
· Demonstrated technical leadership as a senior IC:
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Driving initiatives without direct authority
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Influencing methodology and direction
· Comfortable operating across abstraction levels—from waveform-level analysis to system-level implications.
Preferred Qualifications
· Experience with adaptive or data-driven characterization, yield learning, or post-silicon tuning.
· Exposure to reinforcement learning, Bayesian optimization, or active learning concepts applied to engineering problems.
· Familiarity with RF test and characterization (EVM, phase noise, spurs, jitter, BER).
· Experience working with or evaluating:
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Lab automation platforms
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Test data analytics platforms
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AI-assisted debug or analysis tools
· Participation in industry conferences, standards groups, or technical publications related to silicon validation or test.
- For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S.
Department of Commerce:
- Bureau of Industry and Security and/or the U.S.
Department of State:
- Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.
Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.
EEO is the Law: Notice of Applicant Rights Under the Law.
Job Req Type: Experienced
Required Travel: Yes, 10% of the time
Shift Type: 1st Shift/Days
The expected wage range for a new hire into this position is $131,285 to $190,108.-
Actual wage offered may vary depending on work location, experience, education, training, external market data, internal pay equity, or other bona fide factors.
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This position qualifies for a discretionary performance-based bonus which is based on personal and company factors.
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This position includes medical, vision and dental coverage, 401k, paid vacation, holidays, and sick time, and other benefits.
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About Analog Devices

Analog Devices (NYSE: ADI) defines innovation and excellence in signal processing. ADI's analog, mixed-signal, and digital signal processing (DSP) integrated circuits (IC) play a fundamental role in converting, conditioning, and processing real-world phenomena such as light, sound, temperature, motion, and pressure into electrical signals to be used in a wide array of electronic equipment.
10,001+
Employees
Norwood
Headquarters
$95B
Valuation
Reviews
2.8
10 reviews
Work Life Balance
2.0
Compensation
3.5
Culture
2.5
Career
3.0
Management
1.8
35%
Recommend to a Friend
Pros
Good pay and compensation
Interesting technology and smart people
Good benefits and stock options
Cons
Poor management and leadership
Bad work-life balance and overwork
High stress environment
Salary Ranges
698 data points
L6
Staff/L6
L6 ·
0 reports
$152,500
total / year
Base
-
Stock
-
Bonus
-
$129,625
$175,375
Interview Experience
4 interviews
Difficulty
3.5
/ 5
Duration
14-28 weeks
Experience
Positive 25%
Neutral 75%
Negative 0%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Technical Interview Rounds
5
Hiring Manager Interview
6
Final Round/Decision
Common Questions
Technical Knowledge
Coding/Algorithm
System Design
Past Experience
Behavioral/STAR
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