Position:
Data Scientist
Company:
Micron Technology
Location:
Boise, Idaho, United States of America
Manassas, Virginia, United States of America
Job Type:
Full-time
Job Mode:
On-site
Job Requisition ID:
JR64389
Years of Experience:
0-3 years
Company Description :
Micron Technology is a global leader in advanced memory and storage solutions. With a commitment to innovation, the company accelerates the transformation of information into intelligence, inspiring progress in technology and enriching lives worldwide.
Specializing in cutting-edge solutions, Micron develops technologies that empower industries to analyze, process, and store vast amounts of data more efficiently. As a pioneer in the semiconductor industry, the company continuously drives advancements in DRAM, NAND, and NOR technologies, enabling smarter devices and more intelligent systems.
Founded on principles of collaboration, integrity, and continuous improvement, Micron thrives in a culture of innovation and teamwork. The company invests heavily in research and development, ensuring its solutions remain at the forefront of the industry.
With a global presence and a diverse workforce, Micron is committed to fostering an inclusive environment. Its dedication to employee well-being, career development, and community impact reflects its status as an industry leader. By joining Micron, you become part of a team that shapes the future of memory and storage technology while contributing to a mission of enriching lives through data-driven advancements.
Profile Overview :
As a Data Scientist at Micron Technology, you will take on a pivotal role in harnessing the power of data to optimize semiconductor manufacturing processes. Your responsibilities will involve analyzing complex datasets, uncovering insights, and driving process improvements to enhance product quality and yield.
In this role, you will perform exploratory data analysis (EDA) on manufacturing data, including wafer fabrication, yield, and defect rates. Leveraging machine learning techniques, you will develop predictive models for process optimization, employing methods such as regression, classification, and clustering.
Collaboration will be key as you work with cross-functional teams, including engineers, physicists, and domain experts, to understand manufacturing challenges and translate them into data-driven solutions. Additionally, you will utilize visualization tools to present findings effectively and communicate actionable insights.
Staying abreast of industry trends and emerging technologies, you will contribute to continuous improvement initiatives. With your expertise, you will help drive advancements in semiconductor manufacturing, ensuring Micron’s position as a leader in innovation. This role demands strong technical skills, adaptability, and a passion for leveraging data science to address complex challenges in the semiconductor industry.
Qualifications :
Education:
Master’s or Ph.D. in Data Analytics, Data Science, or a related field.
Practical experience in areas such as Virtual Metrology, AI, process control, yield improvement, quality control, or semiconductor process engineering.
Background in image analytics or similar semiconductor-focused fields is advantageous.
Technical Skills:
Proficiency in Python and machine learning algorithms (e.g., regression, clustering, decision trees).
Familiarity with ML frameworks such as PyTorch, TensorFlow, and Pandas.
Experience with SQL, database management, and web applications.
Strong understanding of feature extraction, modeling, and anomaly detection.
Technologies and Tools:
Hands-on experience with Docker, Kubernetes, Jenkins, and Ansible.
Knowledge of data visualization tools like Tableau, Power BI, and Streamlit.
Expertise in cloud platforms such as Google Cloud and OpenShift Container Platform.
Soft Skills:
Analytical thinking and problem-solving abilities.
Strong communication skills to work effectively in multidisciplinary teams.
Adaptability and eagerness to learn emerging technologies.
Other Skills:
Familiarity with Agile, Waterfall, and Scrum methodologies.
Experience with project management tools like JIRA and change management processes.
Additional Info :
Responsibilities:
Perform exploratory data analysis (EDA) on semiconductor manufacturing data, including wafer fabrication and defect rates.
Develop machine learning models to optimize processes and improve product quality.
Identify anomalies in production data and recommend corrective actions.
Collaborate with engineers and domain experts to translate business needs into data solutions.
Create visualizations to communicate insights effectively.
Stay updated on industry trends and implement new methodologies.
Tools and Technologies:
Proficiency in Python libraries (e.g., sklearn, xgboost, pycaret).
Experience with deep learning frameworks (e.g., Keras, CNNs) and time-series data modeling.
Familiarity with front-end tools like Angular, Plotly, and AG Grid.
Backend expertise in Python frameworks (e.g., Flask, FastAPI) and databases such as MySQL and MongoDB.
Work Environment:
Ability to attend meetings during evening hours as required.
Supportive and inclusive workplace fostering personal and professional growth.
Benefits:
Comprehensive medical, dental, and vision plans.
Robust paid time-off programs and family leave options.
Career development opportunities and resources for employee well-being.
By joining Micron Technology, you will be part of a team dedicated to driving innovation, advancing technology, and shaping the future of memory and storage solutions.
Please click here to apply.
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