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Apple AIML Intern China, Shanghai 43312757
21.11.2024
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Description
As an AIML intern in the Failure Analysis team, you will work closely with engineers, data scientists, and cross-functional teams to develop and implement AI and ML solutions aimed at identifying, diagnosing, and predicting product failures. You will be actively involved in various stages of the ML pipeline, from data collection and preprocessing, through exploratory data analysis and feature engineering, to model training, validation, and deployment. Responsibilities include:- Develop and deploy machine learning models and algorithms to diagnose and predict product failures.- Perform data analysis and visualization to extract actionable insights.- Test, validate, and optimize models to ensure high performance and reliability.- Document model development processes and findings, presenting results to stakeholders.- Stay informed about the latest advancements in AIML technologies and apply them to ongoing projects.
Minimum Qualifications
- Bachelor degree in Computer Science, Automation Engineering, Electrical Engineering, etc.
- Strong programming skills in Python, or a similar language.
- Experience in data analysis and machine learning, with proficiency in libraries such as TensorFlow, PyTorch, Scikit-Learn, etc.
- Solid understanding of statistical methods and algorithms.
- Excellent problem-solving skills and critical thinking abilities.
- Strong communication skills, with the ability to explain complex technical concepts clearly and concisely.
- Experience or coursework in computer vision or natural language processing (NLP) models.
Preferred Qualifications
- Knowledge of hardware or software components and understanding of common failure modes.
- Proficiency in using data visualization tools such as Tableau, PowerBI, or similar.
- Experience in developing and deploying computer vision models or language models (e.g., BERT, GPT).
- Knowledge of databases and proficiency in SQL or similar query languages.
- Understanding of TLS (Transport Layer Security) connections and their application in securing data transmission.
- Passion for staying at the forefront of AIML advancements and innovations.
- Apple is an equal opportunity employer that is committed to inclusion and diversity, and thus we treat all applicants fairly and equally. Apple is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities.
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