Aumovio Logo

Aumovio

Principal / Senior Engineer, Data Analytics & Management, Technical Operations Management

Posted An Hour Ago
Be an Early Applicant
In-Office
Singapore, SGP
Senior level
In-Office
Singapore, SGP
Senior level
Lead semiconductor manufacturing analytics: own test analytics strategy, build analytics platforms, implement quality screening (PAT, SBL, outlier detection), integrate foundry/OSAT/MES systems, design data infrastructure and automation (ETL, dashboards), and drive operational excellence across wafer, assembly, test, and quality.
The summary above was generated by AI
Company Description

Since its spin-off in September 2025 AUMOVIO continues the business of the former Continental group sector Automotive as an independent company. The technology and electronics company offers a wide-ranging portfolio that makes mobility safe, exciting, connected, and autonomous. This includes sensor solutions, displays, braking and comfort systems as well as comprehensive expertise in software, architecture platforms, and assistance systems for software-defined vehicles. In the fiscal year 2024 the business areas, which now belong to AUMOVIO, generated sales of 19.6 billion Euro. The company is headquartered in Frankfurt, Germany and has about 87.000 employees in more than 100 locations worldwide.

Job Description

At AUMOVIO AESS, we are building the next generation of automotive semiconductor solutions that enable safer, smarter, and more connected mobility.

We are looking for a highly motivated Principal / Senior Engineer, Data Analytics & Management to join our growing Technical Operations Management (TOM) organization. The role will drive manufacturing intelligence, test analytics, quality screening, analytics platform development, digital transformation, and operational excellence across the semiconductor product lifecycle.

Candidates with strong knowledge in semiconductor data analytics and tools, outlier detection methodology (e.g.: PAT, SBL, cluster defect analysis) and data infrastructure setup is highly preferred.

Key Responsibilities

  • Test Analytics & Quality Screening
    • Own the test analytics strategy covering Wafer Sort (WS), Burn-In (BI) and Final Test (FT).
    • Develop advanced analytics solutions for yield learning, outlier detection, excursion monitoring, statistical screening, and quality monitoring.
    • Support implementation and optimization of quality screening methodologies including PAT, Statistical Bin Limits (SBL), dynamic guard-banding, clustering, and test escape prevention.
    • Collaborate with Product Engineering and Test Engineering teams to improve outgoing quality performance and reduce DPPM.
  • Analytics Platform Ownership
    • Own the manufacturing analytics platform ecosystem, e.g. JMP, Power BI, Databricks, and yield related tools.
    • Define platform roadmap, governance, deployment strategy, and user adoption plans.
    • Establish best practices for analytics development, data governance, reporting standards, and engineering productivity.
    • Provide technical leadership for tool evaluations, vendor engagement, implementation, and user training.
  • Fabless Operations Systems & Tool Setup
    • Define system requirements and integration strategies between Foundries, OSATs, MES, Quality Management Systems, and analytics platforms.
    • Drive standardization of manufacturing data flows, system interfaces, and engineering workflows.
    • Develop operational tools to support NPI, qualification, production ramp, and mass production activities, e.g. process release, deviation material management, change management.
  • Data Infrastructure & Automation
    • Own end-to-end semiconductor manufacturing data ecosystem across wafer, assembly, test and quality operations.
    • Design and manage manufacturing data solutions, including databases, ETL pipelines, dashboards, cloud architectures, and automated reporting systems.”
    • Develop automation solutions using Python, SQL, Power BI, VBA, and modern analytics technologies to improve engineering productivity.

 

    Qualifications

    Required:

    • Bachelor's, Master's, or PhD in Electrical Engineering, Electronics Engineering, Computer Science, Data Science, Statistics, or related fields.
    • Minimum 5+ years (Senior Engineer) or 8+ years (Principal Engineer) of semiconductor industry experience in data analytics, analytics platforms and data architecture.
    • Experience analyzing semiconductor manufacturing, yield, test, reliability, and quality datasets.
    • Hands-on experience with STDF, ATDF, MES, manufacturing databases, and semiconductor data ecosystems.
    • Self-motivated, hands-on team player with a strong ownership mindset, capable of delivering results in a dynamic and rapidly growing startup environment.
    • Strong collaboration, communication, and interpersonal skills, with the ability to work effectively across global and multicultural teams.
    • Excellent analytical and problem-solving skills, combining data-driven decision-making with sound engineering judgment.

    Technical Expertise:

    • Experience with Databricks, JMP, Yield tools or equivalent semiconductor analytics platforms.
    • Experience with Statistical Process Control (SPC), PAT, SBL, outlier detection, clustering analysis, and quality screening techniques.
    • Proficiency in SQL, Python, JMP, Power BI, Tableau, Excel/VBA, or equivalent analytics tools.
    • Experience leading digital manufacturing, analytics platform, AI-based analytics or data transformation initiatives.
    • Knowledge of ATE test operations and test methodologies.
    • Understanding of semiconductor manufacturing flows including Wafer Sort, Assembly, Final Test, Reliability, and Quality operations.

    Additional Information

    Ready to take your career to the next level? The future of mobility isn’t just anyone’s job. ​Make it yours! ​Join AUMOVIO. Own What’s Next.​

    Similar Jobs

    2 Hours Ago
    In-Office or Remote
    Anson, SGP
    Mid level
    Mid level
    Fintech • Information Technology • Financial Services
    Work with Preqin to source, validate, and onboard proprietary private markets data by building and maintaining relationships with Southeast and South Asia fund managers. Serve as primary contact for assigned institutions, support regional business development and client-facing initiatives, ensure data quality and coverage, and partner with global teams to close coverage gaps and improve data acquisition and client experience.
    Top Skills: ExcelPowerPointPythonSQLVBAWord
    2 Hours Ago
    Hybrid
    Singapore, SGP
    Senior level
    Senior level
    Financial Services
    Lead SRE responsible for driving reliability, resiliency design, incident leadership, and SRE best practices. Mentor engineers, define SLOs/error budgets, implement observability and CI/CD improvements, and adopt AI-assisted operational workflows while ensuring security, traceability, and operational readiness.
    Top Skills: .NetDatadogDockerDynatraceEcsGitlabGrafanaJava Spring BootJenkinsKubernetesPrometheusPythonSplunkTerraform
    Expert/Leader
    Fintech • Financial Services
    Lead and grow a team of product solutions specialists for Financial Institutions within Global Payments & Liquidity. Drive revenue, develop product strategy, cultivate client relationships, create thought leadership, ensure regulatory compliance, influence cross-functional stakeholders, represent the firm externally, and build a talent-focused culture to expand client wallet share.

    What you need to know about the Singapore Tech Scene

    The digital revolution has driven a constant demand for tech professionals across industries like software development, data analytics and cybersecurity. In Singapore, one of the largest cities in Southeast Asia, the demand for tech talent is so high that the government continues to invest millions into programs designed to develop a talent pipeline directly from universities while also scaling efforts in pre-employment training and mid-career upskilling to expand and elevate its workforce.

    Sign up now Access later

    Create Free Account

    Please log in or sign up to report this job.

    Create Free Account