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Axiom Global Technologies · 15 hours ago

Vertex AI / MLOps Engineer

United States

Contract

Remote

Senior Level

5+ years exp

Axiom Global Technologies is seeking a skilled Vertex AI / MLOps Engineer to design, build, and manage scalable machine learning pipelines on Google Cloud Platform (GCP). The role involves developing end-to-end ML pipelines, implementing MLOps practices, and collaborating with various stakeholders to deliver effective ML solutions.

ConsultingLogisticsInformation TechnologyDelivery

H1B Sponsor Likely

Responsibilities

Design, develop, and deploy end-to-end ML pipelines using Vertex AI

Build, train, evaluate, and optimize traditional supervised learning models (regression, classification, etc.)

Implement MLOps practices including model versioning, monitoring, CI/CD, and automated retraining

Manage model lifecycle: data ingestion, feature engineering, training, deployment, and performance tracking

Develop scalable and reusable workflows using Vertex AI Pipelines

Deploy models using Vertex AI Endpoints for real-time and batch predictions

Monitor model performance, drift, and data quality in production environments

Collaborate with data engineers, cloud architects, and business stakeholders to translate requirements into ML solutions

Optimize cloud resources for cost, performance, and scalability

Maintain documentation, governance, and compliance for ML deployments

Qualification

Vertex AIGoogle Cloud Platform (GCP)Machine Learning / MLOpsPythonCI/CD toolsDockerTraditional machine learning algorithmsScikit-learnXGBoostTensorFlowPyTorchData preprocessingFeature engineeringModel evaluation techniquesREST APIsModel serving frameworks

Required

5+ years of experience in Machine Learning / MLOps

Strong hands-on experience with Google Cloud Platform (GCP)

Expertise in Vertex AI (training, pipelines, model registry, deployment, monitoring)

Solid understanding of traditional machine learning algorithms and supervised learning techniques

Proficiency in Python and ML libraries such as Scikit-learn, XGBoost, TensorFlow, or PyTorch

Experience with CI/CD tools, containerization (Docker), and orchestration

Familiarity with data preprocessing, feature engineering, and model evaluation techniques

Knowledge of REST APIs and model serving frameworks

Company

Axiom Global Technologies

Incorporated in 2001, Axiom Global Technologies has 17 years of experience serving clients globally.

Founded in 2001

Walnut, California, USA

51-200 employees

http://axiomglobal.com/

H1B Sponsorship

Axiom Global Technologies has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (1)

2022 (1)

2020 (1)

Funding

Current Stage

Growth Stage

Leadership Team

Mohit Arora

CEO

Priya Arora

Founder and President

Company data provided by crunchbase