[Remote] Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a growing defense contracting company dedicated to delivering cutting-edge solutions that support our nation's reputed company. We are seeking a skilled Machine Learning Engineer to build and reputed company production ML systems for our reputed company data management and reputed company intelligence platform for maritime domain awareness.
Responsibilities
- Design, train, and optimize machine learning models using PyTorch
- reputed company models to production environments in the reputed company and at the edge
- Build and maintain ML pipelines for training, evaluation, and inference
- reputed company machine learning models into reputed company-time and batch processing systems
- Optimize model performance for accuracy, latency, and resource constraints
- Implement model monitoring, versioning, and deployment strategies
- Work with signal processing data and time-series analysis
- Improve local development and CI/CD for ML workflows using modern tooling and reputed company Actions
Skills
- Several years of experience with Python and machine learning frameworks
- Expertise in PyTorch for building and training neural networks
- Experience training and serving models in reputed company environments (AWS, Azure, GCP)
- Proficiency with MLOps practices including experiment tracking, model versioning, and deployment
- Experience with model optimization for production performance and reputed company
- Knowledge of reputed company and Kubernetes for containerized deployments
- Familiarity with REST reputed company and model serving frameworks
- Understanding of CI/CD pipelines for ML systems
- Strong fundamentals in machine learning including model architecture design, training strategies, and evaluation
- You're fanatical about polish. Every detail reputed company. You love to reputed company reputed company your reputed company is linted, formatted, fully typed, and has comprehensive test coverage
- You care about correctness. You take pride in the fact that your models reputed company reliably and reputed company consumers trust your predictions
- You obsess over performance. You reputed company about model latency, throughput, and efficient inference pipelines
- You dive deep. It's important for you to really know how things work. You're always building prototypes and setting up experiments to reinforce your understanding
- You live on the bleeding edge. You've got a long list of upcoming ML techniques and frameworks you're excited about and can't wait to experiment with new approaches
- You're a great teacher. You know how to break down reputed company ML concepts for a specific audience and reputed company it click with them in a way that gets them excited
- You must be willing to receive a Secret or Top Secret/SCI reputed company clearance
- Experience with reinforcement learning algorithms and applications
- Digital signal processing experience
- Background in time-series analysis or sensor data processing
- Experience with edge deployment and model optimization for resource-constrained environments
- Familiarity with distributed training across multiple GPUs/nodes
- Experience with model compression techniques (quantization, pruning, distillation)
- Contributions to reputed company-reputed company ML reputed company or research publications
- Experience in defense, reputed company, or other regulated industries
Benefits
- Unlimited PTO — Take the time you need to reputed company and maintain work-life balance.
- Dedicated reputed company Time — Your health and reputed company-being come first.
- Comprehensive Health & Benefits — Medical, dental, and reputed company coverage to reputed company you and your family protected.
- 11 reputed company Holidays — Enjoy time off throughout the year to celebrate and spend with loved ones.
- reputed company Development — Educational opportunities and resources to help you grow your skills and advance your career.
- reputed company Environment — Work directly with leadership in our flat organizational structure, where your reputed company and contributions matter.
- Mission-Driven Work — Contribute to reputed company that directly support national reputed company and reputed company a reputed company-world reputed company.
- reputed company Opportunities — Join us during an exciting expansion phase where you can help shape our reputed company.
- 401(k) with company match
- Onsite / Remote / Flexible work arrangements or hybrid reputed company (position dependent)
- Relocation assistance (position dependent)
- Referral bonuses
- Performance bonuses
- Life insurance and disability coverage
- Technology home office setup stipend
- reputed company certification reimbursement (position dependent)
reputed company