Data Analyst – Advanced Analytics & AI (m/f/d)

Posted 8 Days Ago
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Böblingen, Baden-Württemberg, DEU
In-Office
Mid level
Artificial Intelligence • Hardware • Internet of Things • Machine Learning • Semiconductor • Automation • Manufacturing
The Role
Analyze large-scale engineering, manufacturing, and customer datasets to identify trends, anomalies, and root causes. Perform advanced statistical and correlation analyses, qualification/validation studies, and rapid ad-hoc investigations. Integrate AI/ML methods, automate analytical workflows, and communicate findings to technical and non-technical stakeholders to improve product quality and manufacturing outcomes.
Summary Generated by Built In
Job Summary & Responsibilities

As part of a global cross-functional team, you will transform complex technical data into actionable insights that drive product quality, manufacturing excellence, and customer satisfaction. You will work with large-scale engineering, production, and customer data throughout the entire product lifecycle.

  • Analyze large and highly complex datasets originating from manufacturing, engineering, qualification, field operations, subcontractors, and customer deployments.
  • Perform advanced statistical analyses to identify trends, anomalies, dependencies, and root causes.
  • Conduct correlation studies across multiple data sources and product lifecycle stages to uncover hidden relationships and systemic effects.
  • Design and execute qualification and validation analyses to support engineering decisions and product improvements.
  • Deliver fast-turnaround ad-hoc investigations for critical production, quality, and customer issues.
  • Evaluate and integrate AI-driven approaches into existing analytical workflows.
  • Identify opportunities to automate analytical processes and improve analytical efficiency through advanced methods.
  • Stay current with emerging data science, AI, and analytics technologies and assess their applicability to business challenges.
Preferred Qualifications
  • Bachelor's or Master's degree in Data Science, Statistics, Computer Science, Engineering, Mathematics, or a related quantitative discipline.
  • Strong analytical mindset with the ability to solve complex technical problems using data.
  • Experience analyzing large-scale technical, manufacturing, test, measurement, or production datasets.
  • Solid understanding of statistical methods and experimental data analysis.
  • Practical experience with Python and modern data analysis libraries (e.g., Pandas, NumPy, SciPy, Scikit-Learn).
  • Experience working with SQL-based data environments.
  • Excellent English communication skills, both written and spoken.
  • Ability to clearly communicate complex analytical findings to both technical and non-technical audiences.
  • Self-driven, proactive, and comfortable working with ambiguous and rapidly changing analytical challenges.

Preferred Qualifications:

  • Experience with AI, machine learning, predictive analytics, or data science methodologies.
  • Experience with semiconductor manufacturing, automated test equipment (ATE), electronics manufacturing, or other high-tech industries.
  • Experience with Tibco Spotfire, Power BI, Tableau, or similar analytics platforms.
  • Experience working directly with customers on technical investigations or problem resolution.
  • Knowledge of quality methodologies such as Six Sigma, Design of Experiments (DoE), Statistical Process Control (SPC), or Root Cause Analysis.
  • Familiarity with Linux-based environments.
  • Experience with SQL optimization and large-scale data architectures.
  • Knowledge of modern data platforms, cloud analytics environments, or NoSQL databases.
  • Experience working in global, cross-cultural organizations.
  • German language skills.

Skills Required

  • Bachelor's or Master's degree in Data Science, Statistics, Computer Science, Engineering, Mathematics, or related quantitative field
  • Experience analyzing large-scale technical, manufacturing, test, measurement, or production datasets
  • Solid understanding of statistical methods and experimental data analysis
  • Practical experience with Python and modern data analysis libraries (Pandas, NumPy, SciPy, Scikit-Learn)
  • Experience working with SQL-based data environments
  • Excellent English communication skills, both written and spoken
  • Ability to clearly communicate complex analytical findings to technical and non-technical audiences
  • Self-driven, proactive, and comfortable working with ambiguous and rapidly changing analytical challenges
  • Experience with AI, machine learning, predictive analytics, or data science methodologies
  • Experience with Tibco Spotfire, Power BI, Tableau, or similar analytics platforms
  • Familiarity with Linux-based environments
  • Experience with SQL optimization, large-scale data architectures, NoSQL, or modern cloud data platforms
  • Knowledge of quality methodologies (Six Sigma, DoE, SPC, Root Cause Analysis)
  • Experience with semiconductor manufacturing, ATE, electronics manufacturing, or high-tech industries
  • Experience working directly with customers on technical investigations or problem resolution
  • German language skills
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The Company
HQ: Tokyo
2,006 Employees
Year Founded: 1954

What We Do

For over a half-century, Advantest has been designing innovative electronic measuring equipment and semiconductor test systems essential to the development and manufacture of advanced computer and telecommunications products. On April 1, 2012, Advantest completed its integration of Verigy Ltd. Additional Information about Advantest can be found at www.advantest.com.

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