- Coherent Corp.
- Järfälla,
- Full-Time
- 61 days ago
Product Data Analyst & AI Specialist.
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Product Data Analyst & AI Specialist: our view in 3 lines...
- The Role:This role is for a data analyst and AI specialist working on engineering data, prediction, detection, and risk models in a manufacturing environment.
- The Person:The person will analyze engineering datasets, build and maintain models for yield and failure risk, automate reporting, support root cause analysis, and work with engineers and software teams.
- Requirements:The role requires mastery of Python, pandas, NumPy, scikit-learn, SQL, Power BI, JMP, Minitab, and experience with machine learning methods and large datasets.
About the role
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
- Master’s 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 Coherent's 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!
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 equipment, and consumer markets. Coherent provides a comprehensive career development platform within an environment that challenges employees to perform at their best, while rewarding excellence and hard-work through a competitive compensation program. It's an exciting opportunity to work for a company that offers stability, longevity and growth. Come Join Us!
Note to recruiters and employment agencies: We will not pay for unsolicited resumes from recruiters and employment agencies unless we have a signed agreement and have required assistance, in writing, for a specific opening.

