Eluvio
Senior Machine Learning Engineer/ Data Scientist
Eluvio, Berkeley, California, United States, 94709
Senior Machine Learning Engineer/ Data Scientist
Eluvio uses a wide range of machine learning and deep learning techniques within its content fabric. This position offers an experienced scientist/engineer an opportunity for big impact, working in a small, excellent team innovating new ML, DL and data science solutions. Responsibilities
Build production level machine learning models on large-scale datasets to increase the intelligence of video/audio content Optimize content routing, re-use, transformation and delivery algorithms Provide data-driven recommendations and actionable insights on problems such as content understanding/augmentation/location Develop multi-functional learning pipelines Collaborate with product and engineering teams to implement models at scale Requirements
Master\'s Degree or PhD in Computer Science & Engineering/Statistics/Math/Physics Minimum of 1-3 years of working experience as a data scientist or machine learning engineer Expertise with Python or R Experience with machine/deep learning algorithms (e.g. gradient boosting, CNNs, sequence models) and frameworks/libraries (e.g. Tensorflow, PyTorch, Scikit-learn) Advanced SQL skills, comfortable working with very large data sets Previous experience in computer vision and natural language processing e.g. object detection, video/image/text classification, image captioning, image-to-image translation) is a plus Great communication skills, organized, able to multitask and be a team player Ability to balance attention to detail with agile execution Benefits
Eluvio employees have salaries comensurate with experience as well as medical, dental, and vision insurance. Seniority level
Mid-Senior level Employment type
Full-time Job function
Analyst Industries
IT Services and IT Consulting
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Eluvio uses a wide range of machine learning and deep learning techniques within its content fabric. This position offers an experienced scientist/engineer an opportunity for big impact, working in a small, excellent team innovating new ML, DL and data science solutions. Responsibilities
Build production level machine learning models on large-scale datasets to increase the intelligence of video/audio content Optimize content routing, re-use, transformation and delivery algorithms Provide data-driven recommendations and actionable insights on problems such as content understanding/augmentation/location Develop multi-functional learning pipelines Collaborate with product and engineering teams to implement models at scale Requirements
Master\'s Degree or PhD in Computer Science & Engineering/Statistics/Math/Physics Minimum of 1-3 years of working experience as a data scientist or machine learning engineer Expertise with Python or R Experience with machine/deep learning algorithms (e.g. gradient boosting, CNNs, sequence models) and frameworks/libraries (e.g. Tensorflow, PyTorch, Scikit-learn) Advanced SQL skills, comfortable working with very large data sets Previous experience in computer vision and natural language processing e.g. object detection, video/image/text classification, image captioning, image-to-image translation) is a plus Great communication skills, organized, able to multitask and be a team player Ability to balance attention to detail with agile execution Benefits
Eluvio employees have salaries comensurate with experience as well as medical, dental, and vision insurance. Seniority level
Mid-Senior level Employment type
Full-time Job function
Analyst Industries
IT Services and IT Consulting
#J-18808-Ljbffr