Data Scientist

Posted 09 May 2020

Micron

Seattle IT Jobs (Big Data Analyst Jobs)


We are seeking motivated individual to join our machine learning and deep learning team. Your role is to maintain and use state-of-the-art deep learning algorithms and tools. The team products are high-performance computer vision algorithms, demonstrations, hardware, compilers.

Responsibilities include, but not limited to:

Build and maintain:
    Deep learning frameworks, software and models to train neural networks models
    Learning scripts and custom learning criterion, optimization modules
    Dataset of images and videos
    Dataset scripts
    Web-optimized scripts for server-side processing
    Validation scripts, measure dataset and model performance, and run them on Linux computer clusters
Build code for applied computer vision: saliency, tracking, detection, recognition, localization
Read literature, summarize results, and present results and innovations to the team
Reproduce and validate state-of-art models from papers and publications
Interact with customers, accept and review software and product requirements, satisfy requirements.

Minimum Qualifications:

MS/PhD in Computer Science, Computer Engineering, Electrical Engineering, Physics or related experience
Minimum 5+ years experience on computer vision, machine-learning and deep learning algorithms, including Deep, Convolutional, Recurrent Neural Networks
Experience writing and maintaining professional software using: C, C++, Python, PyTorch, TensorFlow, Caffe or similar deep learning framework
Leader in machine learning competitions, and international datasets
Deep knowledge of machine / deep learning literature, especially recent years after 2012
Open source contributions
State-of-art knowledge of at least one of these computer vision techniques: face-identification, tracking, localization, detection, recognition, saliency, video-processing, image embeddings, similar images, video summarization, language models for image and video description, openCV, etc.
Excellent presentation, written and verbal skills, proven by international level conference participation, acclaimed web blogging

Preferred Qualifications:

Award winner during PhD
Multiple international journal articles or conference presentations
Highly ambitious with forward-thinking and entrepreneurial aspirations
Background knowledge on parallel/heterogeneous programming (CUDA / OpenCL)
Background in Linux administration
Able to set up servers and clouds of servers
Experience in at least one area: text translation, speech recognition, text analysis, sentiment analysis
Experience with recurrent network or similar: RNN, LSTM, neural attention and associative memories
Experience in multimedia Linux software, libav, image and video compression / decompression, formats, processing with ffmpeg, libav and similar
Experience in embedded ARM setup, configuration and use: Raspberry Pi or similar
Graphic design, web design, CAD design
Artistic insights and abilities

About Us

As the leader in innovative memory solutions, Micron is helping the world make sense of data by delivering technology that is transforming how the world uses information. Through our global brands — Micron, Crucial and Ballistix — we offer the industry’s broadest portfolio. We are the only company manufacturing today’s major memory and storage technologies: DRAM, NAND, NOR and 3D XPoint™ memory. Our solutions are purpose built to leverage the value of data to unlock financial insights, accelerate scientific breakthroughs and enhance communication around the world.

Micron Benefits

Employee Rewards Program, Healthcare, Paid time off (Combined Sick and Vacation Time), Retirement savings plans, Paid maternity/paternity leave, Employee Assistance Program, Professional development training, Workplace wellness programs, Micron Health Clinic (Boise only), Fitness Center/Activity rooms (Boise/San Jose only), Tuition Reimbursement, Micron Corporate Discounts, Casual Dress attire.

Apply Now