Manager, Data Science, SMAI Singapore, Singapore Posted 10 hours ago

Micron Technology, Inc; Singapore; Vor Ort; SGD 200.000 - 260.000; Vollzeit

Benefits dieser Stelle

Medical, dental & vision plans

Paid time off

Paid holidays

Zusammenfassung

Micron Technology, Inc. is seeking a Data Science Manager to lead global analytics and engineering teams. You will drive yield improvement, data pipelines, and ML models to support semiconductor manufacturing. You’ll mentor talent, coordinate across functions, and deliver high‑quality releases with transparency.

The role requires a Masters in CS or Electronics, 12+ years of experience, and strong Python/SQL skills. Relocation and Micron benefits may apply; applicants from Singapore are welcome.

Qualifikationen

• Masters in Computer Science or Electronics Engineering required.
• Minimum 12+ years total experience with 2–3 years leading global Analytics or Data Science teams.
• Experience in semiconductor industry and fabrication processes preferred.
• Strong Python and SQL data extraction/manipulation skills.
• Proven ability to mentor talent and influence architecture.

Aufgaben

• Lead and develop global analytics and engineering teams across levels.
• Drive yield and process optimization using data-driven methods.
• Build data pipelines and automate datasets from SQL, sensors, and tool logs.
• Apply advanced analytics and ML to troubleshoot yield issues.
• Support DOE experiments to improve capabilities and margins.
• Create automated dashboards to communicate results to engineers.
• Manage multi‑stream delivery with governance and alignment.

Kenntnisse

Team Leadership

Mentoring

Data Analytics

Python

SQL

GCP

Snowflake

Dash/Plotly/Streamlit

Git/JIRA

DOE/Statistical Methods

Code Gen tools

Ausbildung

Masters in Computer Science or Electronics Engineering

Tools

Dash

Plotly

Streamlit

Snowflake

GCP

Github Copilot

Github

JIRA

Jobbeschreibung

Req. ID: JR109415 Manager, Data Science, SMAI

Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

Job Description

What You’ll Do

• Team Leadership & Talent Development: Lead and develop global engineering and analytics teams across multiple levels. Recruit, mentor, and grow analysts, engineers, and contractors into high–performing contributors. Foster a culture of technical excellence, collaboration, and continuous improvement.
• Yield & Process Optimization: Collaborate with semiconductor manufacturing engineering teams to analyze inline/param/probe data to identify top yield detractors and drive continuous improvement.
• Data Pipeline & Automation: Extract, cleanse, and analyze datasets from SQL databases, sensor networks, and fabrication tool logs to support semiconductor manufacturing operations.
• Advanced Analytics & Modeling: Apply data science techniques, statistical modeling, and machine learning to troubleshoot yield issues and support defect reduction strategies.
• Experimentation Support: Assist process and integration engineers in running and analyzing Design of Experiments (DOE) to enhance process capabilities and margins.
• Visualization & Communication: Develop automated reports and dashboards using visualization tools (e.g., Dash, Plotly, streamlit) to communicate technical concepts and project outcomes effectively to engineering stakeholders.
• Cross‒Functional Execution & Governance: Manage a multi–stream delivery portfolio with predictable, high\u201quality releases. Partner with Yield, LPD, Cost, IET, Planning leaders to maintain prioritization, risk transparency, and dependency alignment.

What You Bring:

Minimum Required Qualifications/Experience

• Masters in Computer Science, Electronics Engineering
• Prior experience in the semiconductor industry is must. Understanding of semiconductor fabrication processes, equipment, and device physics is must.
• Minimum 12+ years overall experience with at least 2-3 years' experience in leading global Analytics and/or Data Science teams.

Must have Technical Skills

• Programming & Data Engineering: Minimum 8 years of experience in Python programming skills and experience with SQL for data extraction and manipulation. Cloud & Data Platforms: GCP Suite, Snowflake
• Statistical Analysis: Minimum 8 years of expertise in role which is with statistical tools, methodologies (such as SPC, DOE, or FDC/EDA), and data-driven problem solving.

Highly Desirable/Preferred skills or experience

• Data Visualization: At least 8 years of working experience utilizing data visualization tools (e.g., Dash, Plotly, Angular) to present complex engineering data clearly.
• Engineering & Delivery: Experience in Github, JIRA will be plus.
• Expertise in Code Gen tools: Code Assist, Open Code, Roo Code, Github copilot will be important.
• Proven success delivering multi–stream, cross–functional data engineering programs.
• Experience with AI–driven engineering acceleration and modern data‑stack standardization.
• Strong track record improving data quality, release predictability, and platform performance.
• Ability to mentor technical talent and influence architectural direction.
• Excellent stakeholder engagement and cross–functional communication skills.
• Knowledge of memory architecture (NAND) is added advantage.

Job Profile(s):

Data Scientist Manager 1

Relocation level: (TBD)

Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time‑off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on Benefits | Micron Technology, Inc

Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.