Associate Engineer – CAD AI/ML

QUALCOMM, Inc.; Bengaluru; On-site; INR 600,000 - 1,000,000; Full time

Job summary

Qualcomm India Private Limited is seeking an Associate Engineer for CAD AI/ML to apply AI/ML to semiconductor design automation. The role is entry-level, targeting candidates with 0–1 year of software development or CAD automation experience, and a strong foundation in Python and CS fundamentals.

You will develop automation scripts, analyze logs, and collaborate with CAD/RTL/verification teams to improve design workflows. Bengaluru-based on-site role with growth in AI/EDA tooling.

Qualifications

• Bachelor's degree or higher in a technical field with strong CS fundamentals.
• 0–1 year in software development, CAD automation, data analytics, or AI/ML.
• Strong Python programming skills.
• Familiarity with Linux/Unix environments and SQL.
• Experience with ML libraries preferred.

Responsibilities

• Develop scripts and automation for CAD and design workflows.
• Apply ML techniques to CAD data, tool logs, and metrics.
• Build models for tool runtime prediction and anomaly detection.
• Create dashboards and reports communicating insights.
• Follow SDLC practices including version control and testing.

Skills

Python programming

Data structures & algorithms

OOP principles

Machine learning fundamentals

Log analysis

Analytical thinking

Communication skills

Education

Bachelor's degree in Computer Science, Information Technology, Artificial Intelligence, Machine Learning, or a related field

Associate's degree

Tools

NumPy

Pandas

Scikit-learn

Matplotlib

Git

REST APIs

Docker

Cloud basics

Job description

Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Hardware Engineering

General Summary:

Position Overview

We are looking for a motivated Associate Engineer – CAD AI/ML with a strong foundation in Computer Science and an interest in applying artificial intelligence and machine learning to semiconductor design automation and CAD engineering workflows.

The successful candidate will work with CAD and design teams to develop automation, data-driven solutions, and intelligent tools that improve engineering productivity, tool efficiency, and design‑flow quality. This is an entry‑level position suitable for candidates with 0–1 year of experience.

Key Responsibilities

• Develop scripts, utilities, and automation solutions for CAD and design workflows.
• Apply machine learning and data analytics techniques to CAD data, tool logs, reports, and engineering metrics.
• Assist in building models for:
  • Tool runtime and resource prediction
  • Failure classification and root‑cause analysis
  • Log analysis and anomaly detection
  • Quality and performance trend analysis
  • Flow optimization and productivity improvement
• Process and analyze large datasets generated by EDA tools and semiconductor design flows.
• Develop data‑preprocessing pipelines for extracting meaningful information from logs and reports.
• Support the integration of AI/ML models into existing CAD automation frameworks and engineering tools.
• Collaborate with CAD, RTL, verification, synthesis, physical design, and methodology teams.
• Debug scripts, data pipelines, and model‑related issues.
• Create dashboards, reports, and visualizations to communicate engineering insights.
• Conduct experiments, evaluate model performance, and document results.
• Follow software development best practices, including version control, testing, code reviews, and documentation.
• Stay current with developments in AI/ML, automation, and semiconductor design technologies.

Required Qualifications

• Bachelor’s degree in Computer Science, Information Technology, Artificial Intelligence, Machine Learning, or a related field.
• 0–1 year of experience in software development, CAD automation, data analytics, or AI/ML.
• Strong programming skills in Python.
• Good understanding of:
  • Data structures and algorithms
  • Object‑oriented programming
  • Machine learning fundamentals
  • Statistics and probability
  • Data preprocessing and analysis
  • Linux/Unix environments
  • Database concepts and SQL
• Familiarity with Python libraries such as NumPy, Pandas, Scikit‑learn, and Matplotlib or similar tools.
• Ability to read, analyze, and troubleshoot software logs and engineering reports.
• Strong analytical and problem‑solving skills.
• Good written and verbal communication skills.
• Ability to work effectively in a multidisciplinary engineering environment.

Preferred Qualifications

• Academic projects, internships, or coursework in AI/ML, data science, or automation.
• Familiarity with TensorFlow, PyTorch, Keras, or other ML frameworks.
• Knowledge of natural language processing, generative AI, large language models, or retrieval‑augmented generation.
• Exposure to semiconductor design and verification concepts, including:
  • RTL and SystemVerilog
  • Synthesis and implementation flows
  • Static analysis, formal verification, or simulation
  • Design‑for‑test and low‑power methodologies
  • EDA tools and CAD flows
• Experience working with structured and unstructured engineering data.
• Familiarity with Git, REST APIs, CI/CD, Docker, or cloud‑based development environments.
• Exposure to shell scripting, Perl, Tcl, or other automation languages.
• Understanding of software testing and automation methodologies.

Minimum Qualifications:

• Associate's degree in Computer Science, Electrical/Electronic Engineering, Engineering, or related field.

Applicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e‑mail disability‑[e-mail] or call Qualcomm's toll‑free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

To all Staffing and Recruiting Agencies:

Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.

If you would like more information about this role, please contact Qualcomm Careers.