Lyric - Clarity in motion.

Simplifying the business of care.

Senior Software Engineer, Machine Learning

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 201-500H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

13 days ago

Salary

$122.4K - $183.6K / year

Bachelor Degree5 yrs expEnglishAirflowNumpyPandasPythonPy TorchScikit LearnSparkTensorflow

Job Description

• Design, train, and optimize ML models using PyTorch or TensorFlow for production-grade applications. • Build scalable data pipelines for feature engineering and model training using Pandas, Dask, or equivalent frameworks. • Implement model evaluation, hyperparameter tuning, and performance monitoring. • Develop and maintain ML workflows using Airflow, Kedro, and MLflow for reproducibility and traceability. • Automate model deployment and lifecycle management across environments (dev, staging, production). • Handle large-scale datasets efficiently using distributed computing frameworks (Dask, Spark). • Ensure data quality, consistency, and compliance with governance standards. • Implement model drift detection, performance tracking, and automated retraining strategies. • Document ML workflows, best practices, and operational guidelines.

Job Requirements

  • 5–7 years of experience in ML engineering or applied machine learning.
  • Strong proficiency in Python and libraries like Pandas, Dask, NumPy, Scikit-learn.
  • Hands-on experience with PyTorch or TensorFlow for model development.
  • Solid understanding of MLOps tools: Airflow, Kedro, MLflow (or equivalents).
  • Experience deploying ML models in production environments (APIs, batch jobs, streaming).
  • Strong problem-solving skills and ability to work in agile, fast-paced environments.

Benefits

  • N/A

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