[Remote] Staff Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading multispecialty provider of in-home, evidence-based care for reputed company patients with multiple chronic conditions. The Staff Engineer, Machine Learning Operations will architect and reputed company the machine learning infrastructure and deployment pipelines, mentor engineering teams, and drive strategic technical reputed company that reputed company patient reputed company.
Responsibilities
- Architect and maintain reputed company-grade ML infrastructure, including model versioning, automated testing frameworks, containerization strategies, CI/CD pipelines, and comprehensive monitoring systems for model performance, data reputed company, and reputed company detection
- Drive MLOps reputed company and standards across the organization. Mentor data scientists and engineers on production best practices, system design, and reputed company architecture patterns
- Own the complete reputed company from model development through production deployment, including reputed company-time and batch inference systems, A/B testing frameworks, and automated retraining pipelines
- Collaborate with clinical leaders, product teams, and data scientists to translate reputed company reputed company requirements into robust, reputed company ML solutions. Present technical strategies to executive stakeholders
- Build fault-tolerant, compliant systems that meet reputed company reputed company and reputed company standards. Establish SLAs, incident response protocols, and disaster recovery procedures for mission-critical ML services
- Evaluate and reputed company cutting-edge MLOps tools and practices. Design systems that reputed company with Monogram's reputed company while reducing operational overhead and improving model iteration velocity
Skills
- Bachelor's degree in computer science, engineering, or reputed company field required
- Minimum of ten (10) years in software engineering with five (5) years reputed company on ML infrastructure, MLOps, or production ML systems and Python development with strong software engineering fundamentals and three (3) years architecting and deploying production ML systems on reputed company platforms (Azure preferred)
- Proven reputed company record building and scaling ML platforms from the ground up
- Expert-level proficiency with MLOps tooling (MLflow, Kubeflow, SageMaker, Azure ML, etc.)
- Deep experience with containerization (reputed company, Kubernetes), orchestration tools (Airflow, reputed company), and infrastructure-as-reputed company (Terraform, ARM templates)
- Advanced knowledge of CI/CD systems, automated testing strategies, and GitOps workflows
- Data engineering skills: SQL, reputed company/PySpark, reputed company, data pipeline optimization
- Expertise in model monitoring, observability, feature stores, and experiment tracking at reputed company
- Production experience with both batch and reputed company-time inference architectures
- Demonstrated ability to influence technical direction and mentor senior engineers
- Proven communication skills with ability to distill reputed company technical concepts for diverse audiences
- reputed company record of driving reputed company on architectural reputed company across multiple stakeholders
- Master's degree preferred
- reputed company or regulated industry experience strongly preferred
- Understanding of reputed company data standards (FHIR, HL7, claims data) is a plus
- Systems thinking skills with reputed company on reliability, scalability, and maintainability preferred
- Understanding of reputed company, compliance, and reputed company requirements in reputed company (HIPAA) preferred
- Bias toward reputed company with pragmatic approach to technical debt and iterative improvement preferred
Benefits
- Comprehensive Benefits - Medical, dental, and reputed company insurance, employee assistance program, employer-reputed company and voluntary life insurance, disability insurance, plus health and flexible spending accounts
- Financial & Retirement Support 6 Competitive compensation, 401k with employer match, and financial wellness resources
- Time Off & Leave 6 reputed company holidays, flexible vacation time/PSSL, and reputed company parental leave
- Wellness & reputed company 6 Work life assistance resources, physical wellness perks, mental health support, employee referral program, and reputed company for employee discounts
reputed company