Data Scientist, Technology and Products Group
Micron s vision is to transform how the world uses information to enrich life for all. Join an inclusive team focused on one thing:
using our expertise in the relentless pursuit of innovation for customers and partners. The solutions we create 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 spark the very innovation we are pursuing.
Req. ID:
252025
Data Scientist, Technology and Products Group
Micron Technology s vision is to transform how the world uses information to enrich life and our dedication to people, innovation, tenacity, partnership, and customer focus allows us to fulfill our mission to be a global leader in memory and storage solutions. This means conducting business with integrity, accountability, and collaboration while supporting our global community.
The Technology and Products Group (TPG) Data Science team provides solutions to complex problems in in semiconductor process, design, product engineering, and systems engineering across Micron s DRAM, NAND, and 3DXP portfolio. The team has two focus areas:
- Enabling advanced modeling and algorithm development across a broad spectrum of problems to accelerate process and product technology solutions and decision making.
- Using vast streams of data (structured and unstructured) and developing intelligence around these data streams to help technology and product development engineers develop semiconductor solutions faster.
Within the TPG DS organization we are hiring for Data Scientists in Product Design, and Product Engineering. The TPG Data Science team will collaborate closely with all TPG Engineering teams to develop and implement these solutions.
As a Design Data Scientist, you will work on applying Data Science concepts to product design implementation and optimization, Electronic Design Optimization (EDA), design flows, improving design quality and throughput, as well as accelerating verification.
As a Product Engineering Data Scientist, you will work on applying Data Science concepts to improve time to market, post-silicon validation, ramp enablement, product quality / reliability.
This role is an opportunity to challenge the status quo and address the complexity and difficulty of designing, verifying, and validating high density memory and storage chips/systems with huge scale of circuit capability, Ultra-High Speed, complicated functionality, advanced low power and power management technology.
Responsibilities
- Collaborate with functional engineers, data scientists, data engineers, business areas engineers to develop well-defined problem statements to challenging problems
- Develop machine learning algorithms, automated processes, and software using large datasets from multiple disparate sources
- Collaborate with peers globally to establish Best Known Methods (BKMs) for standards, efficiency, and deployment
- Drive action through effective data presentation and data story telling
Qualifications
- Strong understanding and application of Machine Learning algorithms
- Experienced in modern Machine Learning libraries and in working with high dimensional, skewed and frequently changing datasets
- Proficient in Python and/or R, in PySpark and/or SparkR, and in executing data extraction from variety of data sources (Teradata, Snowflake, Oracle, MS SQL)
- Ability to design and coordinate projects across multiple departments globally
- Strong verbal and written communication skills
- Experience in Semiconductor Design, Product Engineering, or Manufacturing flows preferred
- Experience in statistical modeling and feature extraction desired
- Experience in Hadoop, HDFS, Hive, and HBase desired
Education and
Experience:
- Masters or PhD and several years of industry experience majoring in Engineering, Mathematics, Computer Science, Data Science, Physics, or equivalent
- Semiconductor industry experience and/or knowledge preferred
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions. Through our global brands Micron and Crucial our broad portfolio of high-performance memory and storage technologies, including DRAM, NAND, 3D XPoint memory and NOR, is transforming how the world uses information to enrich life. Backed by more than 40 years of technology leadership, our memory and storage solutions enable disruptive trends, including artificial intelligence, 5G, machine learning and autonomous vehicles, in key market segments like mobile, data center, client, consumer, industrial, graphics, automotive, and networking. Our common stock is traded on the Nasdaq under the MU symbol. To learn more visit micron.com/careers
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.
Micron prohibits the use of child labor and complies with all applicable laws, rules, regulations and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
For US Sites Only:
To request assistance with the application process and/or for reasonable accommodations, please contact Micron s Human Resources Department at 1-800-336-8918 or 208-368-4748 and/or by completing our General Contact Form
Keywords:
Boise Idaho (US-ID) United States (US) Technology Development Experienced Regular Engineering #LI-JF1 Tier 5
|
|
 | |
