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Bentuk pekerjaanJob Description
We are seeking students pursuing internship with expertise in Machine Learning and Deep Learning algorithms to join our team. As an AI Intern, you will have the opportunity to work with talented Automation Engineers and contribute to cutting-edge projects.
Duties and Responsibilities:
- Developing and implementing Machine Learning and Deep Learning algorithms to solve complex problems and optimize automation processes.
- Collaborating with cross-functional teams to gather and define project requirements, ensuring alignment with business objectives.
- Designing and implementing data preprocessing and feature engineering pipelines to prepare data for AI model training.
- Training, fine-tuning, and evaluating AI models using large-scale datasets to achieve high performance and accuracy.
- Assisting in the integration of AI models into existing automation systems, ensuring scalability and efficiency.
- Continuously researching and exploring new AI techniques and technologies to enhance the team's capabilities and stay at the forefront of industry advancements.
- Collaborating closely with Automation Engineers and other stakeholders to implement AI solutions and drive innovation in automation processes.
- Participating in code reviews, providing feedback, and ensuring adherence to coding standards and best practices.
- Documenting technical specifications, project progress, and findings to facilitate knowledge sharing and collaboration.
- Keeping up-to-date with the latest developments and trends in Machine Learning, Deep Learning, and related fields, and applying this knowledge to drive continuous improvement in AI development practices.
Qualifications
Qualifications (must have):
- Pursuing a Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
- Strong knowledge and experience in developing and implementing Machine Learning and Deep Learning algorithms.
- Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
- Familiarity with data preprocessing, feature engineering, and model evaluation techniques.
- Solid understanding of statistical concepts and algorithms commonly used in Machine Learning.
- Strong analytical and problem-solving skills, with the ability to analyze complex datasets and derive actionable insights.
- Proficiency in implementing YOLO, GPT, and Predictive Modeling algorithms.
- Experience with computer vision frameworks like OpenCV or TensorFlow Object Detection API.
- Excellent communication and collaboration abilities, with a strong sense of teamwork.
- Ability to adapt quickly to new technologies and learn new tools and frameworks.
- Attention to detail and a commitment to producing high-quality work.
Additional Requirements (better if have):
- Strong knowledge of manufacturing automation and its application in industrial settings.
- Familiarity with SECS/GEM (SEMI Equipment Communications Standard/Generic Equipment Model) protocols and their implementation in manufacturing environments.
- Experience working in a semiconductor assembly and test manufacturing plant, with a solid understanding of the production processes involved.
- Knowledge of manufacturing processes such as Front of Line (FOL), End of Line (EOL), and Test Process.
- Familiarity with natural language processing techniques and frameworks like NLTK or SpaCy.
- Knowledge of cloud platforms like AWS, Azure, or Google Cloud for AI development.
- Familiarity with Git for code management and collaboration.
- Strong mathematical background in linear algebra, calculus, and probability theory.
- Understanding of ethical considerations in AI development.
- Agile development experience with the ability to adapt to changing project requirements.
Additional Information
Western Digital thrives on the power and potential of diversity. As a global company, we believe the most effective way to embrace the diversity of our customers and communities is to mirror it from within. We believe the fusion of various perspectives results in the best outcomes for our employees, our company, our customers, and the world around us. We are committed to an inclusive environment where every individual can thrive through a sense of belonging, respect and contribution.
Western Digital is committed to offering opportunities to applicants with disabilities and ensuring all candidates can successfully navigate our careers website and our hiring process. Please contact us atto advise us of your accommodation request. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
NOTICE TO CANDIDATES:Western Digital has received reports of scams where a payment is requested on Western Digital's behalf as a condition for receiving an offer of employment. Please be aware that Western Digital and its subsidiaries will never request payment as a condition for applying for a position or receiving an offer of employment. Should you encounter any such requests, please report it immediately [Confidential Information].
