Machine Learning Engineer

4 weeks ago


Bengaluru, India Tech Mahindra (formerly Mahindra Satyam) Full time

The ideal looking for candidate with data analytics + Project Management + JMP tool


Responsibilities

·Experience with Data analysis tools (JMP, Datapower, O+, PDF Solutions, etc.) for Vmin, Yield, Test Time & Bin Pareto Analysis

·Ability to write scripts to automate and speed up data analysis in a repeated manner with different input data sets (mainly Tester STDF format) and sources

·Analyze test and characterization data to benchmark performance specifications; Define NPI and production test plans, DoEs for product performance study

·Support product sustaining activities for yield improvement, lot disposition, test time reduction and RMA management

·Partnering with the ATE, Bench, SLT, FA, Qual, Vector Simulation Test teams for test program definition, test hardware specification and vector generation guidelines

·Knowledge on Advantest 93K & Teradyne J750 tester platforms; Hands-on experience on Smartest 8 versions

·Hands-on experience on Test Program Development, Digital device testing, and debug

·Test Vector plan creation with DFT/DV/SIM/PE teams. Bring up and debug test patterns, development of test flows.

·Yield debug activities. Yield report preparation on a weekly basis. WS/FT Yield analysis (fetching data from data tools), unit search analysis, identifying the outliers, failures, and issues. Debug rejects with respective block owners.

·Support Test Time Reduction activities

·Create detailed project execution timelines / graphs / Gantt charts (mainly Post-Silicon) and update / maintain throughout the project lifecycle

·Manage communication of progress/status with stakeholders in various locations and time zones; own and nurture relationships between cross functional teams

·Assess complexities and scope out the project through design, development, test, implementation, deployment, and sustaining activities

·Proactively implement process improvements to streamline product development



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