Senior Engineer, Advanced Modeling
3 weeks ago
Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
JR48904 Senior Engineer, Advanced Modeling (AI/ML)We are seeking an individual who is expert in handling structured and unstructured data using machine learning and statistical techniques, to build state-of-the-art products/solutions that helps in predictive analytics, prescriptive solutions, decision support, and decision automation data systems for our technology development and manufacturing teams. You are expected to work in a dynamic and fast-paced team environment developing models. This position also requires individuals who can code.
Qualifications:
Experience in the areas: statistical modeling, feature extraction and analysis, supervised/unsupervised/semi-supervised learning. Exposure to the semiconductor industry is a plus but not a requirement. Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques. Machine learning and other advanced analytical methods. The individual is expected to test solutions, support systems, and collaborate with other programs in the Advanced Modeling group. . Experience in cloud technologies like GCP/Azure. Experience in Tensorflow, pyTorch, and/or other statistical software. Expert in Python and/or pySpark and/or SparkR and/or SparklyR. Experience working with time-series data, images, semi-supervised learning, and data with frequently changing distributions is a plus. Experience with HPC on Linux environment. Excellent written and verbal communication. Exemplary teamwork. Background in semiconductor processes is an added advantage.Experience: 0-5+ years of modeling
Education: Master’s or in Chemical Engineering, Applied Chemistry, Applied Physics, Materials Science, or related fields.
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