AI Engineer
CrossCountry Mortgage4 months ago
Remote
Full-time
Mid Level (3-7 year)
$130,000-$160,000 Annually
Job Description
Position Summary
We are seeking a talented AI Engineer to design and maintain scalable ML data pipelines and optimize MLOps infrastructure. This remote position offers an exciting opportunity to collaborate with cross-functional teams to bring AI models from experimentation to production.
Responsibilities
- Design, build, and maintain scalable data pipelines for ML workloads
- Manage and optimize MLOps infrastructure including model training, versioning, and deployment pipelines
- Monitor model performance in production and implement retraining workflows
- Collaborate with data scientists and software engineers to move models from experimentation to production
- Maintain CI/CD pipelines for ML systems and ensure reliability and scalability
Requirements
- 2-5 years of experience in AI/ML engineering
- Strong proficiency in Python
- Hands-on experience with ML frameworks such as PyTorch or TensorFlow
- Experience building and maintaining data pipelines for ML workloads
- Practical MLOps experience including model deployment, monitoring, and versioning
- Experience with cloud ML platforms (AWS SageMaker, GCP Vertex AI, or Azure ML)
- Familiarity with orchestration tools such as Airflow, Prefect, or Kubeflow
- Experience with containerization (Docker, Kubernetes)
- Knowledge of feature stores and experiment tracking tools (MLflow, Weights & Biases)
Required Skills
mlops & production ml experience
data pipeline design & ml infrastructure
cloud ml platforms & orchestration tooling
cross-functional collaboration & communication
python & ml framework proficiency
Benefits
401k
dental
vision
medical