Audio ML Engineer II
Reality Defenderabout 3 hours ago
Remote, WorldwideMid Level / Senior
H1B Sponsor
Base Salary
$160k - $210k/yr
Responsibilities
- Tune and optimize ML/DL models for production-scale audio deepfake detection.
- Investigate failure cases in the client environment and build custom evaluation frameworks.
- Implement mitigation strategies for model robustness.
- Drive model iteration for performance under various real-world environments.
- Present technical findings and model performance insights to internal stakeholders.
- Interface with Product and Engineering teams to understand the production environment.
Requirements
- Master’s or PhD in Computer Science, Machine Learning, Signal Processing, or related field.
- Fresh PhD graduate or Masters with 3+ years of industry experience in ML/DL model deployment.
- Strong programming skills in Python and experience with ML frameworks like PyTorch or JAX.
- Solid understanding of audio processing fundamentals and classification metrics.
- Experience with large-scale training and benchmarking pipelines.
Benefits
- Healthcare plans with 100% premium coverage for employees and partial coverage for dependents.
- Dental and Vision plans with 100% premium coverage for employees and their dependents.
- Short/Long-term disability and life insurance plans with 100% premium coverage for employees.
- FSA/HSA and 401k programs.
- Equity compensation.
- 20 days of PTO per year.
- 12 weeks of Parental Leave.
- Learning and Development budget.
- Monthly wellness benefits.
- Annual company-sponsored offsite.
- Daily in-office lunch through UberEats for NYC HQ employees.
- Commuter benefits for NYC HQ employees.
- Remote Fridays for NYC HQ employees.
- Happy Hours and other local events for NYC HQ employees.