RemoteLeaf Logo
Log in Sign up

Senior MLOps Engineer

1 day, 11 hours ago
United States
Full-time
Senior
Machine Learning Engineer
Software Development
CI/CD Docker Encryption GCP Kubernetes Machine Learning MLOps Python Secrets Management Vertex AI
Apply Now
C the Signs

C the Signs

C the Signs is a cutting-edge cancer prediction system that uses artificial intelligence to enhance early detection and survival rates. The company is dedicated to reducing healthcare disparities by accelerating early cancer detection, improving patien...

Professional Services
51-250
Founded 2017
View All Jobs 9

Description

  • Design and operate ML platforms that support data ingestion, feature engineering, training, evaluation, deployment, and monitoring.
  • Build and maintain CI/CD pipelines for ML systems, including testing, packaging, versioning, reproducibility, automated rollbacks, and approvals.
  • Implement MLOps practices such as model registry, experiment tracking, lineage, governance, and reproducible training environments.
  • Develop scalable training infrastructure with distributed training, GPU scheduling, cost controls, and auto-scaling.
  • Create and maintain feature pipelines and feature stores to prevent training-serving skew and ensure consistency between training and inference.
  • Establish model monitoring and observability for performance, drift, fairness signals where relevant, latency, throughput, and data quality.
  • Build and own end-to-end LLM delivery pipelines, including prompt/versioning, retrieval, orchestration, evaluation, deployment, monitoring, and improvement.
  • Create LLM evaluation harnesses with offline and online testing, golden datasets, regression tests, human review workflows, and risk scoring.
  • Productionize ML models on GCP using containers and orchestration such as GKE or Cloud Run, with safe and reliable rollouts.
  • Design systems with security, privacy, governance, and compliance controls appropriate for healthcare data and workflows.

Requirements

  • 6+ years in software or platform engineering, including 4+ years operating ML systems in production or equivalent depth.
  • Strong experience in ML engineering, including training pipelines, evaluation, deployment patterns, monitoring, and iteration loops.
  • Strong engineering skills in Python and production-grade experience building APIs and services.
  • Demonstrated hands-on experience with LLM systems in production.
  • Strong experience with GCP services and cloud-native patterns.
  • Experience with Vertex AI, including pipelines, endpoints, feature store, model registry, and evaluation, and/or managed vector search on GCP.
  • Experience with containerization and orchestration tools such as Docker, Kubernetes/GKE, and/or Cloud Run.
  • Experience building observability for model or system health, including metrics, logs, tracing, dashboards, and alerting (preferred).
  • Experience with security, privacy, and governance practices for regulated or healthcare environments (preferred).

Benefits

  • Competitive salary and benefits package.
  • Flexible working arrangements, including remote or hybrid options.
  • Opportunity to work on life-changing AI technology that directly impacts patient outcomes.
  • A mission-driven team focused on improving health equity and saving lives.
  • Continuous learning opportunities with access to the latest tools and advancements in AI and healthcare.

Interested in this position?

Apply directly on the company website

Apply Now

Similar Roles

Armada

Distinguished Engineer / Technical Fellow

Armada 201-500 information technology & services

Armada is hiring a Distinguished Engineer / Technical Fellow to shape its long-term architecture for edge, AI, and emerging space-based infrastructure.

United States Full-time Lead Infrastructure Engineer Machine Learning Engineer
$232k-$290k
C++ Computer Vision Go Microservices Rust Serverless
25 minutes ago
Capital Rx

Machine Learning Engineer

Capital Rx 251-1K Health Care Providers & Services

Judi Health is hiring a Machine Learning Engineer to build and productionize AI-powered pharmacy benefits systems and backend services that support document understanding, search, Q&A, and GenAI applications.

United States Full-time Junior Machine Learning Engineer
$120k-$150k
Generative AI HIPAA LLM Machine Learning NLP Python PyTorch
25 minutes ago
Nebius

Principal Solutions Architect - France

Nebius 51-250 Internet Software & Services

Nebius is hiring a Principal Solutions Architect to lead technical engagement and solution delivery for strategic customers building large-scale AI and ML workloads on its cloud platform.

France Full-time Lead Implementation Consultant Machine Learning Engineer
Ansible AWS Azure GCP Kubeflow Kubernetes Machine Learning MLOps Python PyTorch TensorFlow Terraform
40 minutes ago
Orcrist Technologies

ML Engineer

Orcrist Technologies Internet Software & Services

Orcrist is hiring an ML Engineer to incubate and validate end-to-end machine learning prototypes for its Kubernetes-based intelligence platform, turning them into adoption-ready artifacts for delivery teams.

Germany Full-time Mid Level Machine Learning Engineer
Apache Spark Flink Kafka Kubernetes MLOps Python PyTorch Transformers
55 minutes ago

You're on a roll! Sign up now to keep applying.

Sign Up

Already have an account? Log in

Used by 14,729+ remote workers