Product Data Analyst & AI Specialist
Job Summary
Primary Duties & Responsibilities
- Analyze large engineering datasets to identify trends and issues.
- Apply statistical and ML/AI methods for prediction and detection.
- Develop automated tools for analysis and reporting.
- Support root cause analysis using data-driven methods.
- Build and maintain models for yield and failure risk.
- Standardize data structures KPIs and analysis methods.
- Ensure data quality and consistency across systems.
- Collaborate with engineers to translate data into actions.
- Identify improvement opportunities proactively from data.
- Bridge Product Engineering with IT and data systems.
Lead and Manage
- Identify improvement opportunities proactively from data.
- Collaborate with Product Engineering WFAB Backend Process Integration and Software teams.
- Work independently on analysis tasks; follow guidance from senior engineers and management to align priorities and escalate complex issues. Reports to Senior Manager Product Operations.
Education & Experience
- Masters degree in Machine Learning Mechatronics Electronics Nanotechnology or a related field including a thesis focused on industrial applications and AI/ML.
Skills
- Strong analytical and problem-solving mindset with the ability to solve engineering challenges using data and AI/ML methods; proactive and results-oriented.
- Hands-on experience in data analysis programming and applying statistical or machine learning methods to real engineering problems. Minimum of 3 years of industrial experience or a proven track record of delivering similar projects.
- Expertise in ML/AI methods and working with large datasets.
- Experience with statistical tools such as JMP and Minitab.
- Programming skills in Python including pandas NumPy and scikit-learn.
- Experience with databases and SQL.
- Experience with visualization tools such as Power BI or equivalent.
- Fluent in English; Swedish is considered an advantage.
Culture Commitment
Ensure adherence to Coherents ICARE values in all aspects of your role:
Integrity Create an Environment of Trust
Collaboration Innovate Through the Sharing of Ideas
Accountability Own the Process and the Outcome
Respect Recognize the Value in Everyone
Enthusiasm Find a Sense of Purpose in Work
We Offer
- A dynamic international environment and an appreciative collaborative corporate culture.
- The opportunity to tackle unique technical challenges for the products of tomorrow.
- Competitive social benefits.
We look forward to receiving your application!
Required Experience:
IC
About Company
Coherent is a global leader in lasers, engineered materials and networking components. We are a vertically integrated manufacturing company that develops innovative products for diversified applications in the industrial, optical communications, military, life sciences, semiconductor ... View more