Sr Data Scientist

Singapore - Singapore

Monthly Salary: Not Disclosed

Posted on: 3 hours ago

Vacancies: 1 Vacancy

Job Summary

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.

As a Data Science Engineer at Micron you will employ techniques and theories drawn from areas of mathematics statistics semiconductor physics materials science and information technology to uncover patterns in data from which predictive models actionable insights and solutions can be developed.

You will interact with experienced Data Scientists Data Engineers Business Areas Engineers and UX teams to identify questions and issues for data analysis projects and improvement of existing this position you will help develop software programs algorithms and/or automated processes to cleanse integrate and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and noval solution development activities.

Key Responsibilities

Design and implement computer vision systemsfor object detection image segmentation anomaly detection and automated inspection including experience with RGB-D cameras and vision inspection systems for volume/density measurement andcomponentverification.

Develop and deploy deep learning models(CNNs LSTM transformer-based architectures) for tasks such as image classification time-series anomaly detection and multimodal sentiment analysisleveragingframeworks like TensorFlowPyTorch andKeras.

Apply advanced AI techniquesincluding few-shot learning generative AI and multimodal fusion (text image time-series) to solve manufacturing and environmental monitoring challenges.

Extract cleanse and analyze large-scale datasetsfrom SQL databases cloud platforms (AWS GCP) and sensor networks applying rigorous outlier detection and missing data handling.

Lead cross-functional collaborationwith engineering operations and quality teams including experience in project management technical writing and training/mentoring engineers in data science tools (Python Spotfire Power Automate).

Coordinate production deployment activitiesusingMLOpsbest practices (MLflow Apache Airflow) including model monitoring data drift detection versioning and automated testing.

Contribute to research and innovationthrough published patents peer-reviewed papers or presentations at top-tier conferences (e.g. IJCNN CVPRNeurIPS) anddemonstrateability to translate research into practical solutions.

Communicate technical concepts and project outcomeseffectively to both technical and non-technical stakeholders.

Required Qualifications

Ph.D.orMasters degree in Computer Science Data ScienceorAI.

Minimum 2 years of hands-on experience developing and deploying scalable AI applications in manufacturingsemiconductor or electronics industries.

Bachelorsdegree in Computer Science Data ScienceorAI.

Minimum3years of hands-on experience developing and deploying scalable AI applications in manufacturingsemiconductor or electronics industries.

Required Technical Experience

Computer Vision:At least 2 years of workingexperienceindesigning and deploying computer vision models for industrial applications including object detection image segmentation and automated inspection using OpenCV YOLO and RGB-D cameras.

Deep Learning & AI:At least 2 years of workingexperience with deep learning frameworks (TensorFlowPyTorchKeras) including CNNs LSTM transformer models and generative AI.

Multimodal Analysis:Proven ability to work with multimodal datasets (text image time-series) including sentiment analysis and fusion of multiple data types.

Programming & Data Engineering:Strong Python programming skills;at least2-yearsworkingexperience with SQL Java C and cloud platforms (AWS GCP); familiarity with distributed computing frameworks (Spark Hadoop).

MLOps& Deployment:Experience withMLflow Apache Airflow Docker and Git for robust model deployment and monitoring in production environments.

Visualization & Communication:At least 2 years of workingexperience in visualization tools (DashPlotly SpotfirePowerBI) and technical writing for documentation and training.

Required Soft Skills

Inworkingor research environment consistentlydemonstratedanalytical and problem-solving skills with a data-driven and research-oriented mindsetfor at least 2 years.

Effective communicator and collaborator with experience in cross-functional project management and training.

Proven ability withat least 1-yearworking experienceto work independently manage multiple priorities and deliver high-quality results in fast-paced dynamic environments.

proventrack recordofcommitment to quality continuous improvement and adaptability in manufacturing settings.

Preferred Experience

Prior experience in the semiconductor industry (e.g. Intel STMicroelectronics) or electronics manufacturing.

Hands-on involvement in integrating computer vision or NLP solutions into production systems.

Contributions to patents peer-reviewed publications or top-tier conferences (IJCNN CVPRNeurIPS).

Experience with large language models (LLMs) multimodal sentiment analysis or generative AI.

Professional training or teaching experience in data science or AI topics.

Designs develops and programs methods processes and systems to consolidate and analyze unstructured diverse big data sources to generate actionable insights and solutions for client services and product enhancement. Interacts with product and service teams to identify questions and issues for data analysis and experiments. Develops and codes software programs algorithms and automated processes to cleanse integrate and evaluate large datasets from multiple disparate sources. Identifies meaningful insights from large data and metadata sources; interprets and communicates insights and findings from analysis and experiments to product service and business managers.

About Micron Technology Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich lifefor all. With a relentless focus on our customers technology leadership and manufacturing and operational excellence Micron delivers a rich portfolio of high-performance DRAM NAND and NOR memory and storage products through our Micron and Crucial brands. Every day the innovations that our people create fuel the data economy enabling advances in artificial intelligence and 5G applications that unleash opportunities from the data center to the intelligent edge and across the client and mobile user experience.

To learn more please visit qualified applicants will receive consideration for employment without regard to race color religion sex sexual orientation gender identity national origin veteran or disability status.

To request assistance with the application process and/or for reasonable accommodationsplease contact

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.

AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However all information provided must be accurate and reflect the candidates true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.

Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology Inc.

Required Experience:

Senior IC

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 t...