ML Operations Engineer (Hybrid, Concord, CA) jobs in United States
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Stage 4 Solutions · 2 days ago

ML Operations Engineer (Hybrid, Concord, CA)

Stage 4 Solutions is seeking ML Ops Engineers for AI Solutions projects at a Financial Services Client. The ML Ops Engineers will develop and maintain ML pipelines, automate model training and deployment, and collaborate with engineering teams to support model scoring.

AdvertisingConsultingManagement ConsultingMarketing
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Growth Opportunities

Responsibilities

Develop and maintain ML pipelines using tools like MLflow, Kubeflow, or Vertex AI
Automate model training, testing, deployment, and monitoring in cloud environments (e.g., GCP, AWS, Azure)
Implement CI/CD workflows for model lifecycle management, including versioning, monitoring, and retraining
Monitor model performance using observability tools and ensure compliance with model governance frameworks (MRM, documentation, explainability)
Collaborate with engineering teams to provision containerized environments and support model scoring via low-latency APIs
Leverage AutoML tools (e.g., Vertex AI AutoML, H2O Driverless AI) for low-code/no-code model development, documentation automation, and rapid deployment

Qualification

MLflowKubeflowVertex AIJavaPythonAWSAzureGCPSQLDockerKubernetesScikit-learnXGBoostTensorFlowPyTorchAirflowSparkDevOps practicesCommunication skills

Required

2-8+ Years of professional experience in Software Engineering & 3+ Years in AI/ML, Machine Learning Model Operations
Experience with MLflow, Kubeflow, or Vertex AI
Strong proficiency in Java or Python
Experience working with Cloud providers such as AWS, Azure, GCP
Experience with SQL, and ML libraries (e.g., scikit-learn, XGBoost, TensorFlow, PyTorch)
Experience with cloud platforms and containerization (Docker, Kubernetes)
Familiarity with data engineering tools (e.g., Airflow, Spark) and ML Ops frameworks
Solid understanding of software engineering principles and DevOps practices
Ability to communicate complex technical concepts to non-technical stakeholders
Bachelor's Degree

Benefits

Healthcare benefits
401K offered

Company

Stage 4 Solutions

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Stage 4 Solutions is a management consulting firm that provides marketing solutions services.

Funding

Current Stage
Growth Stage

Leadership Team

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Niti Agrawal
CEO and Founder
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Company data provided by crunchbase