Computer ScienceData ScienceMachine LearningModelingNatural Language ProcessingPattern RecognitionProduct StrategiesRecommender SystemsSystem Performance
Senior (5-8 years) -
Los GatosCA
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15555+ employees
Media
Role
Who you are
Deep end-to-end ML experience with a strong track record of deploying successful ML solutions
Exceptional communication skills able to explain complex technical concepts clearly to cross-functional partners
Ability to deal with ambiguity a strong ownership mindset and a desire to thrive on minimal oversight and process
Willingness to learn and rapidly absorb business context in a 0-1 space that needs to interact with stakeholders across the business
Strong experience in a ML/DL framework (e.g. PyTorch Keras TensorFlow)
Excellent software engineering skills in multi-language settings leveraging Python and large-scale data processing with Spark (e.g. PySpark, SparkSQL, and/or Scala). Additional language proficiency (e.g. Java Scala) are a plus
PhD or Masters in Computer Science or related field preferred
Experience with NLP/sequence modeling/recommender systems or related experience
A passion for driving and influencing product strategies in a fast-paced cross-functional environment
Desirables
Natural Language Processing
Product Strategies
Recommender Systems
Data Science
Pattern Recognition
System Performance
What the job involves
Design implement and operate high impact machine learning models in our Virtual Identity space
Partner closely with a small pod of researchers and data scientists to identify high value applications of machine learning
Work closely with scientists and engineers on detailed requirements and implementation of end-to-end solutions at scale
Inform and influence the development of better infrastructure for developing and deploying ML models
Advocate for and apply best practices when it comes to availability scalability operational excellence and cost management
Cultivate strong partnerships with cross-functional partners across the business
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