Analyst, Business Intelligence
3 weeks ago
Join to apply for the Analyst, Business Intelligence role at Analog Devices.
Primary function: Machine Learning Engineer is responsible for developing and communicating descriptive, diagnostic, predictive, and prescriptive algorithms and insights to solve BE Test Manufacturing challenges around yield, quality, and delivery. Use programming and statistical techniques to build and evaluate machine learning models to improve test operations processes and resolve root causes of product issues. Automate the machine learning pipeline, from data ingestion to prediction generation. Optimize and deploy machine/deep learning models for performance and scalability.
Education:
- Bachelor's degree in Electronics, Computer Engineering, Data Science, Computer Science, or Statistics
Work Experience:
- Minimum of 3 years of work experience in the semiconductor industry specifically on test manufacturing, product engineering, or software development
- Experience in programming (SQL and Python required)
Key Qualifications:
- Exceptional analytical, quantitative, problem-solving, and critical thinking skills; Six Sigma certification is a plus
- Strong data management and coding skills
- Excellent written and verbal communication skills including the ability to present detailed analysis to a broad audience
- Ability to work collaboratively and build rapport with cross-functional groups
- Passionate learner and mentor with commitment to personal growth
Duties & Responsibilities:
- Implements automated solutions for data cleaning and transformation
- Conducts proofs-of-concepts and simulations of statistical and machine learning algorithms
- Builds scalable statistical and machine learning models that will be deployed to production systems
- Develops metrics and tools to analyze errors and understand improvement opportunities of the machine learning solutions
- Collaborates closely with business process owners and other engineering teams to address test manufacturing challenges impacting cost, quality, and delivery metrics
- Presents high-level and detailed work to a large variety of stakeholders
- Keeps abreast of research advances in the field of machine learning, artificial intelligence and data analytics
Notes:
For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.
Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, gender, sexual orientation, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.
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