Manufacturing Data Analyst

Sanmina Corporation; Carrollton (TX); On-site; USD 80,000 - 110,000; Full time

Job summary

Sanmina Corporation is hiring for a data analytics-focused role in the manufacturing analytics team. You will extract data from SMT lines, AOI, AXI and test fixtures, develop automated reporting via Python, and collaborate with Engineering and NPI to improve product manufacturability.

The position emphasizes FPY, Cp/Cpk analyses, and data-driven drift detection during prototyping and production phases. Strong SQL and Python scripting skills are essential.

Qualifications

• 2+ years in a manufacturing environment (Electronics preferred).
• Advanced knowledge of Python (Pandas, NumPy, OpenPyXL) to parse raw data from flat files (CSV, XML, JSON, TXT).
• Experience writing SQL queries to extract data from MES or local SQL Express instances.

Responsibilities

• Identify and extract data from SMT lines, AOI, AXI, and functional test fixtures.
• Work with equipment vendors to unlock data access or develop custom reporting exports.
• Parse and clean data from flat files (CSV, XML, JSON) and MES databases.
• Develop and maintain reports for FPY, Parametric Test Trends, and Process Capability (Cpk).
• Visualize data distributions to identify drift during prototyping and manufacturing phases.
• Design and implement Python scripts or BI tools to replace manual Excel workflows.
• Standardize reporting formats across product lines.
• Present findings to Engineering and NPI teams to drive design changes for manufacturability.

Skills

Python

Pandas

NumPy

OpenPyXL

SQL

Education

Engineering degree

Data Science degree

Tools

SQL Express

Job description

Sanmina Corporation (Nasdaq: SANM) is a global powerhouse in integrated manufacturing solutions serving the fastest growing segments of the global Electronics Manufacturing Services (EMS) market. We are a global engine providing the end-to-end manufacturing backbone for the world's most essential and innovative brands. Whether it's autonomous vehicles, life-saving medical tech, next-gen aerospace, or AI/cloud infrastructure - our integrated solutions don't just meet standards—they redefine them. Sanmina Corporation (Nasdaq: SANM) is a leading integrated manufacturing solutions provider serving the fastest-growing segments of the global Electronics Manufacturing Services (EMS) market.

What You'll Do

• Identify and extract data from SMT lines, AOI, AXI, and functional test fixtures.
• Work with equipment vendors to unlock data access or develop custom reporting exports.
• Parse and clean "messy" data from flat files (CSV, XML, JSON) and MES databases.
• Develop and maintain reports for First Pass Yield (FPY), Parametric Test Trends, and Process Capability (Cpk).
• Visualize data distributions to help engineers identify "drift" during the prototyping and manufacturing phases.
• Reporting Automation: Design and implement Python scripts or BI tools to replace manual Excel-based workflows.
• Standardize reporting formats across different product lines.
• Cross-Functional Collaboration: Present findings to Engineering and NPI (New Product Introduction) teams to drive design changes that improve manufacturability.

What You'll Bring

• Education/Experience: 2+ years in a manufacturing environment (Electronics preferred) with a degree in Engineering, Data Science, or a related technical field.Scripting: Advanced knowledge of Python (Pandas, NumPy, OpenPyXL) to parse raw data from flat files (CSV, XML, JSON, TXT).
• Databases: Experience writing SQL queries to extract data from MES or local SQL Express instances.
• Architecture: Proven ability to transition manual "copy-paste" processes into automated pipelines.
• Integration: Experience navigating proprietary machine software to locate and export data logs (SMT, AOI, Functional Test).
• NPI Cycle: Familiarity with the urgency and data-fluidity of the New Product Introduction phase.
• Vendor Liaison: Ability to communicate technical data requirements to equipment manufacturers.
• SPC Knowledge: Solid grasp of Mean, Standard Deviation, and Variance.
• Calculations: Expert ability to interpret FPY, RTY, Cp, and Cpk
• Parametric Analysis: Ability to analyze continuous data (voltages, timing, resistance) to identify trends before they result in failures.
• Able to work effectively in a team environment
• Excellent punctuality, good attendance, and reliability required
• Adherence to health and safety regulations

Why Join Us?

At Sanmina, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. Your base pay will depend on your skills, qualifications, experience, and location.

Sanmina is an Equal Opportunity Employer and prohibits discrimination and harassment. Sanmina provides equal employment opportunities to employees and applicants for employment and prohibits discrimination and harassment without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or other characteristic protected by applicable federal, state, or local laws.

Please be aware that this position may require access to technology, software, or technical data that is subject to U.S. export control laws. All offers of employment are contingent on the applicant either 1) being a "U.S. Person," defined as a (i) U.S. citizen or national, (ii) U.S. lawful permanent resident, or (iii) other protected individual, such as a refugee under 8 U.S.C.

• 1157 or asylee under 8 U.S.C.
• 1158; or 2) being eligible to obtain a timely export control license or license exception from the applicable U.S. federal agency.