Predictive Modeling Specialist

6 days ago


Los Angeles, California, United States Machina Labs Full time
Responsibilities
  • Collaborate with the Engineering team to identify opportunities for machine learning-driven process improvements
  • Develop and deploy machine learning models to predict process parameters
  • Define metrics for each project aligning with business objectives
  • Analyze and clean data to extract relevant features for modeling
  • Support team members with data analysis and interpretation
  • Conduct A/B testing of different solutions or models
  • Build pipelines to support running multiple machine learning models in parallel
Requirements
  • Bachelor's, MS, or Ph.D. in Data Science, Computer Science, Machine Learning, Statistics, or a quantitative field
  • 2+ years of experience in machine learning systems, algorithms, or applications such as deep learning and time series analysis
  • Experience working with big data platforms (Hadoop, Spark, Hive) and orchestration frameworks (Airflow)
  • Able to learn new technologies quickly
  • Strong programming background in Python
  • In-depth knowledge of build/release systems and processes
What We Offer

The salary range for this role is $122,000 - $156,000 per year. In addition to the base salary, we offer comprehensive benefits (Medical, Dental, Vision), PTO, and stock options. At Machina Labs, we strive to create a diverse and inclusive work environment and are committed to equal employment opportunity.



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