Apply Now

Applications Engineer (ML/Auto Defect Classification)

Milpitas, CA, US • Posted 1 day ago • Updated 4 hours ago

Full Time

On-site

USD $130,000.00 - 160,000.00 per year

Fitment

Dice Job Match Score™

🤯 Applying directly to the forehead...

Job Details

Skills

Artificial Intelligence
Algorithms
Data Analysis
Training
Optimization
Computer Science
Electrical Engineering
Materials Science
Python
Deep Learning
TensorFlow
PyTorch
Computer Vision
Semiconductors
Semiconductor Fabrication
Inspection
Metrology
Pandas
NumPy
SQL
Conflict Resolution
Problem Solving
Analytical Skill
Manufacturing
Visualization
Active Learning
Machine Learning Operations (ML Ops)
Machine Learning (ML)
ZEN
Communication
Collaboration
Computer Hardware

Summary

Overview

Role Summary

We are seeking a Senior Applications Engineer to join our team, focusing on the development of cutting-edge machine learning and artificial intelligence solutions for the semiconductor industry. The ideal candidate will have extensive experience in creating robust and scalable software, with a strong background in data analysis, machine learning, and containerization technologies.

Responsibilities

Design and Implement ML/AI Algorithms: Help develop and implement advanced machine learning and AI-based algorithms for the automatic classification of defects in semiconductor inspection tools.
Data Analysis: Analyze large volumes of defect data to identify critical patterns, trends, and anomalies, using this analysis to inform model development.
Training and Model Development: Train, validate, and deploy defect classification models, ensuring they meet strict performance and accuracy requirements.
System Optimization: Continuously improves the accuracy, efficiency, and reliability of the defect classification system through iterative development and optimization.

Qualifications

Education: Bachelor's or Master's degree in Computer Science, Electrical Engineering, Materials Science, or a related technical field.
Machine Learning Expertise: Proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch specifically for computer vision tasks (CNNs, Transformers).
Semiconductor Knowledge: Familiarity with semiconductor manufacturing processes or inspection metrology is highly preferred.
Data Proficiency: Experience handling large datasets and using tools like Pandas, NumPy and SQL for data preprocessing and feature engineering.
Problem Solving: Strong analytical mindset with the ability to translate complex manufacturing defects into actionable data models, data ingestion, analysis, and visualization.

Preferred Skills

Experience with Mismatched Data or Active Learning techniques to handle rare defect types.
Knowledge of ML Ops tools (ML Flow, zen Flow etc.) for model deployment and monitoring in a production environment.
Excellent communication skills to collaborate with cross-functional hardware and software teams.

Pay Range

USD $130,000.00 - USD $160,000.00 /Yr.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

Dice Id: idssoft
Position Id: 53bc172373cfeea1b5d986daf24e46e2
Posted 1 day ago

Create job alert

Never miss an opportunity! Create an alert based on the job you applied for.

Similar Jobs

Senior Systems Engineer

Milpitas, California

•

Today

Overview At PDF Solutions, we are at the forefront of revolutionizing the semiconductor industry. Our cutting-edge technologies and data-driven solutions empower semiconductor manufacturers to achieve unprecedented levels of efficiency, quality, and innovation. By joining our team, you'll have the opportunity to work with some of the brightest minds in the industry, tackle complex challenges, and contribute to groundbreaking advancements that shape the future of technology. Headquartered in San

Full-time

USD 130,000.00 - 180,000.00 per year

Algorithm engineer

Milpitas, California

•

Today

Company Overview KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel d

Full-time

USD 136,300.00 - 231,700.00 per year

Machine Learning Engineer (NCG 2026)

San Jose, California

•

Today

Astera Labs (NASDAQ: ALAB) provides rack-scale AI infrastructure through purpose-built connectivity solutions. By collaborating with hyperscalers and ecosystem partners, Astera Labs enables organizations to unlock the full potential of modern AI. Astera Labs' Intelligent Connectivity Platform integrates CXL , Ethernet, NVLink, PCIe , and UALink semiconductor-based technologies with the company's COSMOS software suite to unify diverse components into cohesive, flexible systems that deliver end-t

Full-time

USD 140,000.00 - 160,000.00 per year

(Senior) Software Engineer, Deep Learning

Fremont, California

•

Today

Founded in 2016 in Silicon Valley, Pony.ai has quickly become a global leader in autonomous mobility and is a pioneer in extending autonomous mobility technologies and services at a rapidly expanding footprint of sites around the world. Operating Robotaxi, Robotruck and Personally Owned Vehicles (POV) business units, Pony.ai is an industry leader in the commercialization of autonomous driving and is committed to developing the safest autonomous driving capabilities on a global scale. Pony.ai's l

Full-time

USD 140,000.00 - 280,000.00 per year

Search all similar jobs

More jobs at PDF Solutions, Inc. in Milpitas, CA