Position Summary...
What you'll do...
- Collaborate with CV scientists, data scientists, and product teams to deliver machine learning pipelines and model integrations.
- Design and develop scalable ML systems using appropriate algorithms and frameworks.
- Implement, test, and support ML services, APIs, and data pipelines ensuring quality and reliability.
- Apply MLOps practices including CI/CD, model versioning, and automated retraining for sustained performance.
- Conduct rigorous model evaluation, monitoring, and maintenance to address drift and performance issues.
- Mentor team members on coding standards, pipeline best practices, and model evaluation techniques.
- Ensure ML solutions comply with security, privacy, and enterprise governance standards.
- Participate in technical discussions to enhance system scalability, maintainability, and compliance.
- Proven expertise in designing, developing, and deploying scalable machine learning pipelines using frameworks such as TensorFlow, PyTorch, and Scikit-learn.
- Strong proficiency in programming languages including Python, SQL, Java, C++, or R for production-ready ML applications.
- Experience with MLOps practices including CI/CD, model versioning, automated retraining, and telemetry to ensure model reliability and performance.
- Ability to implement secure, compliant ML pipelines adhering to enterprise AI governance standards.
- Skilled in model evaluation, hyperparameter optimization, and monitoring to maintain accuracy and performance.
- Demonstrated technical leadership, mentoring, and collaboration across cross-functional teams.
- Familiarity with cloud-native architectures and platform design for ML solutions, NVidia Deepstream architecture is a plus.
- Stock
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Minimum Qualifications...
Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.
Preferred Qualifications...
Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.
Primary Location...