Machine Learning Engineer

Company: ATCSEARCH
Location: San Francisco, California, United States
Type: Full-time
Posted: 23.MAY.2021

Summary

Machine Learning Engineer ( Remote)- US Citizen Join a well-funded start up building a new software catagory that leverages natural langua...

Description

Machine Learning Engineer ( Remote)- US Citizen


Join a well-funded start up building a new software catagory that leverages natural language processing (NLP) and machine learning (ML) to enable enterprises to improve customer relationships, products, and operations at scale.


You will be par of a Data Science team creating cutting-edge machine learning (ML) models that extract new signals from unstructured data and make insightful, actionable predictions for customers.

You will be working with the Data Platform team to ensure ML models have a smooth path to production and are deployed into production efficiently.

You will deploy, monitor and manage Machine Learning models (NLP), transferring ML models to production, write Python Code for all app layers get model into production.


You will b working with the product design and UI teams to maximize the value of predictions for our end users and customers.


Responsibilities:

  • Deploy, monitor, and manage Machine Learning models, prepare code for production


  • Work with data scientists to provide high-quality ML model features


  • Work with data scientists to ensure ML model features are transferable to production, accelerate model iteration and adoption.


  • Design and implement APIs for gathering feedback to enable automated model iteration, design and implement APIs other interfaces for model input/output in production.

  • Harden and improve research-grade code into production-grade (Python) code for deployment.


Required skills and competencies:

You must have proven experience deploying, monitoring and managing Machine Learning models (NLP), transferring ML models to production, write Python Code for all app layers get model into production.


  • 4+ years of experience working with a data science team, 2+ years as a Machine Learning engineer.
  • Experience working with machine learning models in a production environment
  • Hands on proven expertise in Python
  • Experience with Pandas data frames, numpy and scikit-learn.
  • Experience writing complex SQL queries
  • Experience working with Docker amd cloud platforms (AAWS,GCP,Azure)
  • Experience building APIs in Python, Flask or FastAPI.
  • BSMS CS, Math
  • Startup experience is preferred
  • US Citizenship is required

 
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