Senior Software Engineer - MLOps

We are seeking a skilled ML Ops Engineer to design, implement, and maintain scalable machine learning and large language model (LLM) pipelines in cloud environments, primarily using AWS services. This role is critical to ensuring the reliability, efficiency, and performance of ML systems in production. The ideal candidate will have hands‑on experience with AWS tools such as Sage Maker, Lambda, Bedrock, Batch with Fargate, and infrastructure components like RDS, Dynamo

DB, and SQS. You will be responsible for automating CI/CD workflows, managing auto‑scaling APIs, and provisioning cloud resources to support high‑performance ML workloads, including RAG systems.

• Min 4 years of experience with AWS services such as Lambda, Bedrock, Batch with Fargate, RDS (Postgre
  
  SQL), Dynamo
  
  DB, SQS, Cloud Watch, API Gateway, Sage Maker
• Should have hands‑on experience in drift analysis, including detecting and mitigating data, concept, and label drift in production ML systems
• Knowledge of ML frameworks (e.g., PyTorch, Tensor Flow) to understand model requirements during deployment
• Experience with Rest API Frameworks like Fast APIs, Flask
• Familiarity with model observability like Evidently, Nanny ML, Phoenix and monitoring tools (Grafana etc.) and retraining tools like MLflow/Kubeflow/Airflow
• AWS Certified Machine Learning – Specialty –
  Good to have this certification

Aurigo is revolutionizing how the world plans, builds, and manages infrastructure projects with Masterworks, our industry‑leading enterprise SaaS platform. Trusted by over 300 customers managing $300 billion in capital programs, Masterworks is setting new standards for project delivery and asset management. Recognized as one of the Top 25 AI Companies of 2024 and a Great Place to Work for three consecutive years, we are leveraging artificial intelligence to create a smarter, more connected future for customers in transportation, water and utilities, healthcare, higher education, and the government, with over 40,000 projects across North America.

At Aurigo, we don’t just develop software—we shape the future. If you’re excited to join a fast‑growing company and collaborate with some of the brightest minds in the industry to solve real‑world challenges, let’s connect.