AI/ML Engineer Intern at Coherent Corp.

Hyderabad, Telangana, India -

Full Time

Start Date

Immediate

Expiry Date

21 Sep, 26

Salary

0.0

Posted On

23 Jun, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Python, PyTorch, TensorFlow, Scikit-learn, RLlib, Supervised Learning, Reinforcement Learning, Bayesian Optimization, Anomaly Detection, Data Analysis, Hardware Interfacing, Statistical Analysis, C++, Java, Feature Extraction, Model Evaluation

Industry

Semiconductor Manufacturing

Description

PRIMARY DUTIES & RESPONSIBILITIES * Assist in developing AI/ML models to analyze test data from optical transceiver, 3D sensing, or high-speed hardware test systems. * Support supervised ML model development using algorithms such as Random Forest, XGBoost, LightGBM, or neural networks to predict test outcomes from early measurements. * Explore anomaly detection techniques such as Isolation Forests, clustering, or autoencoders to identify unusual test behavior or quality risks. * Help evaluate optimization techniques such as Bayesian Optimization, reinforcement learning, or multi-armed bandits for reducing tuning and test cycle time. * Work with senior engineers to analyze multi-parameter tuning problems involving bias currents, LUTs, equalizer settings, or calibration parameters. * Develop Python scripts and tools for test data cleaning, feature extraction, visualization, and model evaluation. * Assist in integrating ML prototypes with existing test automation frameworks, Python APIs, or lab test environments. * Analyze test station data to identify opportunities for test pruning, early termination, yield improvement, and throughput optimization. * Create reports, dashboards, or notebooks summarizing model performance, test-time savings, and key engineering insights. * Collaborate with AI/ML engineers, test engineers, hardware engineers, and manufacturing teams to understand test flows and data requirements. * Document experiments, model assumptions, results, and recommendations clearly for technical review. EDUCATION & EXPERIENCE * Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Data Science, Applied Physics, Machine Learning, or a related field. * Coursework, academic projects, internships, or research experience in machine learning, data analysis, statistics, signal processing, or test automation. * Experience working with Python for data analysis, scripting, or ML model development. * Exposure to hardware testing, optical communications, electronics, sensors, or manufacturing test environments is a plus. * Prior experience with lab instruments, automated testing, or large-scale test datasets is preferred but not required. SKILLS - Strong Python development skills; proficiency with ML libraries (PyTorch, TensorFlow, scikit-learn, RLlib). - Hands-on with automation frameworks and hardware interfacing (DCAs, BERTs, oscilloscopes). - Knowledge of ML algorithms: supervised learning, reinforcement learning, Bayesian methods, anomaly detection. - Domain expertise in optical transceiver testing (TDECQ, ER, OMA, LUT calibration, BER tests) is a plus - Strong analytical, leadership, and cross-functional collaboration skills. - Experience working with statistical analysis tools for test data (SPC, yield analysis, correlation studies). 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.

Responsibilities

Develop and integrate AI/ML models to optimize test efficiency and predict outcomes for optical transceiver and high-speed hardware systems. Create Python scripts for data cleaning, visualization, and anomaly detection to improve manufacturing yield and throughput.