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Machine Learning Engineer

Roles & Responsibilities

  • At least 3 years of professional experience as a Machine Learning Engineer or Data Scientist.
  • Proficiency in Python programming and data manipulation tools like SQL, Spark, and Pandas.
  • Familiarity with machine learning libraries such as Scikit-Learn, XGBoost, PyTorch, Keras, and TensorFlow.
  • Advanced degree in computer science, mathematics, statistics, or related fields is preferred.

Requirements:

  • Build and deploy machine learning pipelines for PatternAI’s platform.
  • Manage MLOps infrastructure to monitor and optimize models.
  • Collaborate on developing innovative machine learning solutions for marketing, sales, and analytics.
  • Maintain and improve production machine learning systems.

Job description

Company Description

PatternAI is an automated machine learning platform that reveals critical patterns in data for narrow business problems.

Job Description

We’re seeking an outstanding ML Engineer to join our data team and help build out best-in-class machine learning solutions on our platform, powering innovative solutions in marketing & sales and commercial analytics.

Responsibilities:

  • Build and deploy the ML pipelines that power PatternAI’s machine learning platform.

  • Manage MLOps infrastructure to monitor and optimize models.

Qualifications

Experience:

  • 3+ years of professional experience as a Machine Learning Engineer or production-focused Data Scientist.

  • Proficiency across topics in machine learning and statistics.

  • Fluency in Python coding as well as data manipulation (SQL, Spark, Pandas)

  • Broad familiarity with the Python ecosystem and common libraries including Scikit-Learn, XGBoost, PyTorch, Keras, Tensorflow, Pandas, and common ML cloud services.

  • Familiarity with CNNs, RNN, LSTMs, and the latest research trends.

  • Experience implementing, deploying, and maintaining production machine learning systems.

  • Experience monitoring and optimizing model performance.

  • Experience with Linux, Docker and AWS, and basic development operations.

  • Advanced degree in computer science, mathematics, statistics or related area of study strongly preferred.

Additional Information

About PatternAI

PatternAI is an early stage startup that is growing rapidly and recently closed a successful round of venture funding. We are emerging from stealth and with an exciting series of machine learning products and a rapidly growing number of enterprise customers.

 

All your information will be kept confidential according to EEO guidelines.

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