2 ΡΠ°ΡΠ° Π½Π°Π·Π°Π΄
Senior Staff Data Science Engineer (AI/ML)
172Β 783 - 286Β 178$
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
Π’Π΅ΠΊΡΡ:
TL;DR
Senior Staff Data Science Engineer (AI/ML) (Machine Learning, Generative AI): Designing and deploying production-grade AI/ML and GenAI systems for semiconductor engineering, manufacturing, and business operations with an accent on scalable modeling, domain-aware solutions, and MLOps. Focus on building RAG and agent-based systems, architecting real-time and batch inference, and ensuring model reliability, observability, and measurable business impact.
Location: Milpitas, California, United States; onsite at the Milpitas office
Salary: $172,783β$286,178 per year
Company
develops Flash memory and advanced memory technology solutions for digital products, engineering, manufacturing, and global supply chains.
What you will do
- Design, develop, and deploy advanced machine learning, statistical, optimization, and Generative AI solutions.
- Build RAG pipelines, LLM applications, agent-based systems, and knowledge-driven systems using enterprise documents, logs, process data, and operational datasets.
- Architect production-grade data pipelines, feature engineering frameworks, model training platforms, and real-time and batch inference systems.
- Develop evaluation frameworks and balance model accuracy, scalability, latency, cost efficiency, and reliability.
- Build MLOps pipelines covering CI/CD, model registry, monitoring, drift detection, reproducibility, observability, and governance.
- Partner with engineering, manufacturing, product, and IT teams while mentoring engineers and data scientists.
Requirements
- Onsite work at the Milpitas office in California is required.
- Masterβs degree in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, or a related quantitative field.
- 8β12+ years of experience in AI/ML engineering, data science, or related domains.
- Strong Python and modern machine learning framework expertise, including PyTorch, TensorFlow, and scikit-learn.
- Expertise in statistical modeling, experimentation, data science methodologies, scalable ML system design, and production deployment.
- Proven delivery of production-grade AI/ML systems with measurable business impact.
Nice to have
- PhD in machine learning, AI, statistics, operations research, electrical engineering, or a related field.
- AI/ML experience in semiconductor, manufacturing, or other complex operational environments.
- Hands-on experience with RAG, prompt engineering, GenAI evaluation frameworks, and fine-tuning.
- Experience with MLflow, Azure ML, Kubeflow, Spark, or Databricks.
Culture & Benefits
- Paid vacation and sick leave.
- Medical, dental, vision, life, accident, and disability insurance.
- Flexible spending and health savings accounts, employee assistance, and voluntary benefit programs.
- Tuition reimbursement, transit benefits, employee stock purchase plan, and 401(k) savings plan.
- Eligibility for short-term incentives and, depending on role and performance, long-term incentives or restricted stock units.
- Commitment to equal opportunity, inclusion, accessibility, and reasonable accommodations throughout the hiring process.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β
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