6 дней назад
Senior Quality Process Development Engineer (AI/ML)
95 000 - 120 000CAD
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Quality Process Development Engineer (AI/ML): Building statistical, machine-learning, and pattern-recognition systems for wafer-level quality analysis with an accent on anomaly detection, spatial pattern classification, and production risk assessment. Focus on training classification models from engineer-confirmed labels, integrating AI-driven reporting into semiconductor quality systems, and validating performance against production fab lots.
Location: Burlington, Canada; onsite
Salary: CAD 95,000–120,000 per year
Company
develops semiconductor products and quality engineering systems for reliable wafer production and customer delivery.
What you will do
- Design and build statistical and algorithmic detection tools for wafer probe data, including hardware integrity checks, yield outlier detection, parametric drift analysis, and wafer-level spatial pattern classification.
- Develop learned pattern-recognition models from engineer-confirmed examples, including multi-pattern classification, confidence indicators, risk tiering, and known-issue matching.
- Build relationship-analysis and reporting layers that consolidate detection outputs into distinct quality issues and support downstream risk assessment.
- Develop AI-driven process improvement initiatives, including LLM-based contextualization using product and test/bin naming data.
- Partner with Quality Engineering, Product Engineering, AI teams, and software partners to validate systems against production fab lots.
- Create technical documentation and knowledge-transfer materials for long-term in-house ownership.
Requirements
- Bachelor’s degree in Electrical Engineering, Computer Science, Statistics, or a related field.
- 5+ years of professional experience in software engineering, applied statistics, or data science, including production statistical or machine-learning systems.
- Strong knowledge of anomaly detection, multiple-comparison correction, and hypothesis testing on production or sensor data.
- Hands-on experience deploying classification models trained on labeled data and handling out-of-distribution or novel categories.
- Proficiency in Python or an equivalent language for data analysis and machine-learning development, plus strong SQL or equivalent skills.
- Ability to design structured, self-describing outputs and write clear technical documentation for engineering audiences.
Nice to have
- Semiconductor test-data, wafer probe, final test engineering, software binning, parametric test-limit, or wafer-map analysis experience.
- Experience with semiconductor test-data or yield-analysis platforms.
- Experience building LLM-driven analysis or reporting systems with domain context.
- Knowledge of spatial/statistical process-control methods for manufacturing data.
- Experience in regulated or quality-critical manufacturing environments.
Culture & Benefits
- Work with Quality Engineering, Product Engineering, AI development, and tool software teams.
- Mentorship, technical excellence, and knowledge sharing are part of the engineering environment.
- The role contributes directly to product reliability and customer satisfaction.
- Base salary is CAD 95,000–120,000 annually, with total compensation determined by qualifications, experience, location, and other compensation elements.
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