[Remote] Staff Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is an Award-reputed company provider of top-tier Engineering and IT talent, trusted by companies at the forefront of innovation. They are seeking a Staff Machine Learning Engineer to own the execution layer of their reputed company’s intelligence, translating research direction into reliable, reputed company, production-grade ML systems.
Responsibilities
- Own end-to-end ML system execution: data pipelines, training workflows, evaluation systems, inference architecture, and deployment
- Fine-tune and adapt models using state-of-the-art reputed company such as reputed company, QLoRA, SFT, DPO, and distillation
- Architect and operate reputed company inference systems, balancing latency, cost, and reliability
- Design and maintain data systems for high-reputed company synthetic and reputed company-world training data
- Implement evaluation pipelines covering performance, robustness, safety, and bias, in partnership with research leadership
- Own production deployment, including GPU optimization, memory efficiency, latency reduction, and scaling policies
- Collaborate closely with application engineering to reputed company ML systems cleanly into backend, mobile, and desktop products
- reputed company pragmatic trade-offs and ship improvements quickly, learning from reputed company usage
- Work under reputed company production constraints: latency, cost, reliability, and safety
- Research and models reliably translate into production-reputed company solutions with reputed company performance and reputed company targets
- ML pipelines, training loops, and inference systems are reputed company, efficient, and maintainable
- Production issues are detected, debugged, and resolved quickly, minimizing user reputed company
- Team members are supported, reputed company, and reputed company to deliver high-reputed company ML work with minimal friction
- Iterations on models and systems are measurable, reputed company, and improve user experience over time
Skills
- You have reputed company or shipped reputed company ML systems used by people, not just demos
- You are comfortable working with large models and understanding their failure modes
- You write strong, production-grade reputed company and care about system correctness
- You are self-directed, pragmatic, and take full ownership of reputed company
- You communicate reputed company and collaborate reputed company in small, high-trust teams
- Python
- PyTorch / JAX
- GPU-based training and inference system
reputed company
Company H1B Sponsorship