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PhysicsX

Machine Learning Engineer

PhysicsX
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1 day ago
New York, NY, USAMid Level / Senior
H1B Sponsor

Base Salary

$150k - $190k/yr

Responsibilities

  • Work closely with simulation engineers, data scientists, and customers to understand engineering challenges.
  • Design, build, and test reliable and scalable ML data pipelines.
  • Explore and manipulate 3D point cloud and mesh data.
  • Own the delivery of technical workstreams.
  • Create analytics environments in the cloud or on-premise.
  • Identify the best libraries, frameworks, and tools for tasks.
  • Translate R&D results into reusable libraries and products.
  • Continuously improve engineering best practices and coach colleagues.

Requirements

  • Experience applying machine learning methods to real-world engineering applications.
  • Experience in ML/Computational statistics/Modeling use-cases in industrial settings.
  • A track record of scoping and delivering projects in a customer-facing role.
  • 2+ years’ experience in a data-driven role with exposure to software engineering concepts.
  • Proficiency in building ML models and pipelines in Python using common libraries.
  • Familiarity with distributed computing frameworks like Spark or Dask.
  • Experience with cloud platforms such as AWS, Azure, or GCP.
  • Knowledge of containerization and orchestration tools like Docker and Kubernetes.
  • Strong problem-solving skills and the ability to analyze issues quickly.
  • Excellent collaboration and communication skills.
  • A background in Physics, Engineering, or equivalent.

Benefits

  • Equity options to share in the company's success.
  • 5% contribution to 401(k) for long-term security.
  • Free team lunch once a week for team bonding.
  • Private health insurance for comprehensive coverage.
  • Enhanced parental leave with full pay for maternity and paternity.
  • 20 days of annual leave plus public holidays.
  • Dedicated support for personal development and learning.
  • Subsidized gym membership for physical and mental wellbeing.
  • Flexible Spending Account (FSA) for eligible healthcare expenses.

Tech Stack

Apache SparkAWSAzureDockerGoogle Cloud PlatformKubernetesMLflowPythonTensorFlow

Categories

AI & MLData EngineeringData Science