обновлено 8 часов назад
Machine Learning Engineer for Digital Manufacturing (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer for Digital Manufacturing (AI): Developing and deploying AI/ML models for digital manufacturing with an accent on feature engineering, MLOps, data pipelines, and model monitoring. Focus on integrating AI solutions, scaling machine learning projects, detecting model drift, and solving complex problems with unstructured data.
Location: Dresden, Germany; on-site role with relocation assistance available
Company
is a semiconductor manufacturer providing process technology, design, development, and manufacturing services across the U.S., Europe, and Asia.
What you will do
- Develop and deploy AI/ML models with the AI Integration Team.
- Build features from highly complex data using AI/ML techniques.
- Establish best practices for analytics use-case development, deployment, scaling, and maintenance.
- Define project objectives, deliverables, and timelines with Digital Manufacturing teams and other stakeholders.
- Keep current with advances in AI, ML, and generative AI technologies.
Requirements
- Bachelor’s degree in engineering, computer science, or a related quantitative field.
- At least 2 years of experience in ML engineering or applied AI.
- Proficiency with AI/ML techniques and frameworks including PyTorch, Scikit-Learn, and LangChain.
- Experience with model deployment, MLOps, ML CI/CD pipelines, monitoring, and drift detection.
- Practical experience with AWS services for machine learning deployment.
- Strong understanding of data pipelines and data quality, plus excellent communication, collaboration, analytical, and problem-solving skills.
Nice to have
- Master’s degree in engineering, computer science, or a related quantitative field.
- Experience with AWS, Azure, or Google Cloud for AI solution development and deployment.
- Experience maintaining data dictionaries, enforcing data quality standards, and applying data governance frameworks.
- Exposure to the semiconductor or manufacturing domain.
Culture & Benefits
- Open-ended position with an immediate start.
- 13th-month salary and bonus payments.
- Family-friendly part-time models, trust-based flextime, and salary conversion into free time.
- Career development, internal qualification programs, and support for external educational qualifications.
- On-site gym, beach volleyball court, bike leasing, and subsidized employee restaurant.
- Budget for individual team events and opportunities for social engagement.
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