Intern - Data Scientist

Found in: Talent SG C2 - 1 week ago


Singapur, Singapore Micron Full time

Our vision is to transform how the world uses information to enrich life for all.

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

JR42541 Intern - Data Scientist Project Title: Package Design Based Yield Prediction Description: Aim of the project  : We are looking for Data Scientist interns who will work with the team to develop algorithms package to deliver data-analytical services for package design-based yield prediction Scope: Build machine learning models to classify and score package performance.Tasked on real-life projects and responsibilities from Day 1 – understand business objectives and generate impactful insights by investigating datasets of build of information, manufacturing yield, process information, etc.Build, validate, test and deploy machine learning or other data science models into our IT platforms.Continuously review and improve the performance on both quality and efficiency and bring timely feedback of the issues and optimization opportunities identified. Deliverable: Build model for package design-based yield prediction. Skillset Require: Excellent understanding of general machine learning techniques and popular models (linear regression, SVM, XGBoost/LightGBM, etc.), and basic deep-learning models.Experience with development tools like Python, NumPy/Pandas, Scikit-learn and one deep-learning framework (Tensorflow / Keras / PyTorch).Experience with data exploration tool and data visualization tool, such as matplotlib, Echarts, etc.Better with experience with SQL/NoSQL databases.Excellent written and verbal communication skills for coordinating across teams . Possess strong thinking/problem-solving skills which can be applied to business processes with a "can-do" attitude.
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