Company: Cirrus Logic, Inc.
Location: Salt Lake City
Posted on: May 6, 2021
We are looking for an experienced Data Scientist, a problem
solver to join our Machine Learning Center of Excellence, where we
apply expertise in deep learning, signal processing, and algorithm
design to communications, speech recognition, identification and
audio related technologies. You will have a meaningful role in
creating technology that improves the end-user experience for top
global consumer electronics brands! Responsibilities Providing
detailed quantitative description and analysis of the "data
terrain" relevant for the development and deployment of new machine
learning-based products. Performing 'deep dive' statistical testing
and error analysis to understand model performance Designing,
implementing, and automating the acquisition, curation and
augmentation of data sources for model training and testing.
Discovering and/or developing surrogate and complementary data
sources to assist model analysis and experimentation.
Inventing/discovering, implementing and rigorously supporting new
features and feature augmentation methods for improving ML models.
Creating novel, custom data visualizations for enhanced insight
into source data composition and model performance. Required Skills
and Qualifications MS or PhD in Computer Science,
Mathematics/Statistics, Physics or Engineering with formal training
in machine learning, data science and/or probability and statistics
8+ years of industry or closely related experience in data science
roles directly connected to real-world applications and/or product
deployment Strong technical credentials, including proven abilities
in: quantitative analysis of large, high-dimensional, multimodal
datasets developing robust, scalable data analysis tools and
workflows using unsupervised and semi-supervised learning for data
exploration Creating custom visualizations for novel data insights
Statistically detailed testing and optimization of machine learning
models Proficiency using the tools of the data science trade Solid
understanding of the computational and mathematical foundations of
data science, including Bayesian data analysis, non-parametric
statistics, algorithm analysis, mathematical optimization, and
quantitative error analysis Experience with statistics,
experimentation and modeling to get meaningful signals from noisy
data (e.g., Python, Scala, R, MATLAB) Experience extracting and
manipulating large datasets with SQL, NoSQL, Presto, D3, Spotfire,
Tableau Spark, Dask, etc. Preferred Skills and Qualifications
Knowledge of acoustics and/or audio-related speech- and signal
processing, e.g speech recognition, speaker identification, noise
reduction, audio classification Hands-on experience applying
classical machine learning (e.g. GMM, SVM) and/or deep learning
methodologies to audio-centric problems Experience with
parallel/distributed computing. Programming experience in C, Python
and/or MATLAB. Experience with UNIX/Linux/Mac OS programming
environments. This position is located in Salt Lake City, UT.
Cirrus Logic is an Equal Opportunity/Affirmative Action Employer.
We strive to select the best qualified applicant for any opening
and to reward employees based on their skills, experience and
performance. We do not discriminate on the basis of race, national
origin, pregnancy status, marital status, gender, age, religion,
physical or mental disability, medical condition, veteran status,
sexual orientation, genetic information or any other characteristic
protected by law.
Keywords: Cirrus Logic, Inc., Salt Lake City , Data Scientist, Other , Salt Lake City, Utah
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