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Senior Software Engineer, Machine Learning at Lyric - Clarity in motion. | JobVerse
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Senior Software Engineer, Machine Learning
Lyric - Clarity in motion.
Remote
Website
LinkedIn
Senior Software Engineer, Machine Learning
United States
Full Time
2 hours ago
$122,425 - $183,638 USD
No H1B
Apply Now
Key skills
Airflow
Numpy
Pandas
Python
PyTorch
Scikit-Learn
Spark
Tensorflow
Machine Learning
ML
TensorFlow
scikit-learn
NumPy
MLOps
MLflow
Agile
About this role
Role Overview
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.
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.
Tech Stack
Airflow
Numpy
Pandas
Python
PyTorch
Scikit-Learn
Spark
Tensorflow
Benefits
N/A
Apply Now
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