Raft

Principal Machine Learning Engineer

Raft

full-time

Posted on:

Location Type: Remote

Location: Remote • Virginia • 🇺🇸 United States

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Job Level

Lead

About the role

  • Support customers and join the passionate team of high-impact problem solvers
  • Work cross-functionally to design, plan, implement, and guide enterprise AI/ML strategies
  • Be a technical advisor who will help lead and direct the execution of advanced machine learning solutions
  • Oversee all aspects of the ML lifecycle, including data collection, cleaning, pre-processing, model training, and production deployment
  • Assist customers in developing new business opportunities until a suitable long-term project for growth is identified.

Requirements

  • Demonstrated ability to introduce new technology into organizations to further their ability to drive value from data using AI/ML
  • Deep understanding of Neural Networks, Heuristics, and Operations Analysis Algorithms
  • Design, develop, and research Machine Learning systems, models, and schemes
  • Study, transform, and convert data science prototypes into production-ready systems
  • Search and select appropriate data sets before performing data collection and data modeling
  • Perform statistical analysis and use results to improve models
  • Train and retrain ML systems and models as needed
  • Identify differences in data distribution that could affect model performance in real-world situations
  • Visualize data for deeper insights
  • Analyze use cases of ML algorithms and rank them by success probability
  • Understand when findings can be applied to business decisions
  • Enrich existing ML frameworks and libraries
  • Verify data quality and ensure it via data cleaning.
Benefits
  • Highly competitive salary
  • Fully covered healthcare, dental, and vision coverage
  • 401(k) and company match
  • Take as you need PTO + 11 paid holidays
  • Education & training benefits
  • Annual budget for your tech needs
  • Generous Referral Bonuses
  • And More!

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
machine learningneural networksheuristicsoperations analysis algorithmsdata collectiondata cleaningdata modelingstatistical analysisdata visualizationmodel training
Soft skills
problem solvingcross-functional collaborationtechnical advisingbusiness developmentcommunication