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Machine Learning Engineer, Spark/Pyspark

Addison Group · Apr 5th 2021

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My direct client is seeking a fully remote Machine Learning Engineer for their distributed team working on a enterprise e-commerce application affecting millions of users globally.

Location: REMOTE (client in Boston area but open to different time zones) Duration: 6-month contract-to-hire Rate: Competitive and dependent upon experience Start Date: ASAP

Unfortunately we are unable to work on OPT EAD or with third party employers at this time.

Essential functions: · Optimize models developed by the Data Science team for deployment · Consult with our brands and business partners to create Client/AI solutions to their largest business challenges · Develop transportable and customizable SDKs for our core algorithms, allowing them to be plugged into any of our apps · Develop SDKs for rapid prototyping and deployment of algorithms · Automate and orchestrate advanced split tests of models

Skills: · Experience taking algorithms from concept to production · Strong coding ability in Python · High competency with Spark, preferably using PySpark · Deep understanding of, and experience applying, the following Client concepts: o Matrix Factorization o Association rule mining o Ranking algorithms o Advanced regression, classification, clustering, and time series algorithms o Automated hyperparameter tuning and model selection o Deep learning at scale for NLP · Experience with advanced search concepts using deep learning is a plus!

Experience: · 4 + years of applied Machine Learning experience · 4 + years of experience deploying, scaling, monitoring, and continually improving algorithms · Experience deploying models on very large data using: o Spark, MLlib, PySpark, Scala o Kafka o Kubernetes · Knowledge of model management · Knowledge of API development best practices

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