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ML Validation and Automation Engineer

1-5 years

Chennai

ML Validation and Automation Engineer

Qualcomm

posted 5d ago

Job Role Insights

Flexible timing

Job Description

General Summary:

As a hands-on ML Validation and Automation Engineer, you will be responsible fortestAutomation and improving efficiency of and approach to benchmark Qualcomm AI Accelerator.

Basic Qualifications:
Bachelors degree in computer science or related field experience
2+ years relevant work experience
Hands on experience in Python (mandatory), Shell

Preferred Qualifications:
Excellent programming skills in one or more programming languages (Python, Bash, C++)
Hands-on experience in API testing & developing automation scripts for Embedded/IOT Platforms
Hands-on experience in benchmarking and optimizing Deep Learning Models on AI Accelerators/GPUs
Familiarity with AI frameworks models performance, quantization, and accuracy metrics
Experience with ML frameworks such as PyTorch, Caffe2, Tensor flow etc and HW accelerators

Responsibilities:
Understanding how all elements of the ML software ecosystem work together and developing QA approaches/frameworks that fit the overall strategy.
Responsible for development of validation strategies and creation of appropriate ML test harnesses for AI Inference Accelerator Cards
Performance and Accuracy benchmarking of Deep Learning models (LLM,OD, CV, NLP, Transformers etc.)
Ensure ML features are planned, validated, and automated as per release and customer requirements.
Development and execution of test plans, monitoring and reporting on test execution and quality metrics. Debug feature and unit/system level defects
Strong hands-on automation skills to enable onboarding of automated features into the test framework.

Minimum Qualifications:

Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.

You may e-mail or call Qualcomm's toll-free number found .


Employment Type: Full Time, Permanent

Read full job description

Qualcomm Interview Questions & Tips

Prepare for Qualcomm Automation Engineer roles with real interview advice

Top Qualcomm Automation Engineer Interview Questions

Q1. Bridge and torch problem : Four people come to a river in the night. There is a narrow bridge, but it can only hold two people at a time. Th ... read more
Q2. Given an array A[n], write a C program to find P and Q (P>Q) such that A[P] - A[Q] is maximum
Q3. What is scheduling? List different types of scheduling
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What people at Qualcomm are saying

Automation Engineer salary at Qualcomm

reported by 6 employees with 1-4 years exp.
₹8 L/yr - ₹23 L/yr
171% more than the average Automation Engineer Salary in India
View more details

What Qualcomm employees are saying about work life

based on 973 employees
84%
93%
78%
96%
Flexible timing
Monday to Friday
No travel
Day Shift
View more insights

Qualcomm Benefits

Free Food
Cafeteria
Work From Home
Health Insurance
Gymnasium
Team Outings +6 more
View more benefits

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