Integral Ad Science

Senior Machine Learning Engineer

Integral Ad Science

full-time

Posted on:

Location Type: Hybrid

Location: San Francisco • California • New York • United States

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Salary

💰 $116,900 - $200,400 per year

Job Level

Senior

Tech Stack

PyTorchScikit-LearnSparkTensorflow

About the role

  • Contribute to the system design for our AI/ML-based services.
  • Design and develop testing and monitoring tools for ML models.
  • Design and build data pipelines (from storage to monitoring/telemetry).
  • Design, develop and support our CI/CD pipeline for AI/ML-based services.
  • Provide and maintain experimenting tools for our ML scientists
  • Evaluate the technical tradeoffs of every decision
  • Perform code reviews and ensure exceptional code quality
  • Build robust, lasting, and scalable products
  • Iterate quickly without compromising quality

Requirements

  • PhD/Master’s degree in technical field such as computer science, mathematics, statistics or equivalent years of experience
  • 5+ years machine learning experience in industry
  • Experience working with machine learning frameworks such as TensorFlow, Caffe2, PyTorch, Spark ML, scikit-learn, or related frameworks
  • Experience working with machine learning, ranking infrastructures, and system design
  • Strong understanding of machine learning approaches and algorithms
  • Able to prioritize duties and work well on your own
  • Ability to work with both internal and external partners
  • Skilled at solving open ambiguous problems
  • Strong collaboration and mentorship skills
Benefits
  • paid time off
  • health insurance (medical, dental, vision)
  • PPO, HSA and FSA options
  • 401k with employer matching contributions
  • competitive compensation
  • annual bonus and/or other incentive plans
Applicant Tracking System Keywords

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

Hard Skills & Tools
machine learningdata pipelinesCI/CDcode reviewsTensorFlowCaffe2PyTorchSpark MLscikit-learnmachine learning algorithms
Soft Skills
problem solvingcollaborationmentorshipprioritizationindependent work
Certifications
PhDMaster's degree