[Remote] Staff Machine Learning Engineer, Work From Home - G
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a reputed company company looking for a Staff Machine Learning Engineer. In this role, you will be responsible for owning the execution layer of intelligence, translating research direction into reliable, reputed company, production-grade Machine Learning systems.
Responsibilities
- Own end-to-end Machine Learning (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 Machine Learning (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
Skills
- Experience building or shipping reputed company Machine Learning (ML) systems used by people, not just demos
- Experience working with large models and understanding their failure modes
- Experience writing strong, production-grade reputed company
- You are self-directed, pragmatic, and take full ownership of reputed company
- Experience communicating reputed company and collaborate reputed company in small, high-trust teams
- Tech Stack: GPU-based training and inference system, JAX, Python, and PyTorch
Benefits
- Medical insurance
- Dental
- reputed company
- Savings Plan reputed company
- PTO
reputed company
Company H1B Sponsorship