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Mastech Linkedin · Posted 5d ago

Senior MLOps Engineer

Pittsburgh

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Indexed description

*W2 Only* *Student visa applicants won't be considered*

Location: Pittsburgh, PA (5 days onsite)


Required skills/ experience:

  1. Bachelor's degree in computer science, computer engineering, or relevant field.
  2. Strong knowledge of data architecture in banking domain.
  3. 4+ Years Work Experience in Python, Mongo.
  4. Strong hands-on experience with Microsoft Azure.
  5. Integrate LLMs with enterprise datasets using Azure Open AI.
  6. Understanding of agentic frameworks (such as AutoGen or LangGraph, MCP).
  7. ML: Familiar with CI/CD Pipeline, Jenkin, Model Training, Model Deployment.
  8. GenAI: Knowledge in LLM Models, Langchain, Hugingface.


Job Responsibilities:

  • Maintain existing predictive models while architecting for the future.
  • Architecting application that works as an integration of predictive model and generative AI.
  • Building and deploying predictive models based on Random Forest, Linear Regression, etc. for problems such as fraud detection, anomaly detection, churn prediction etc. at an enterprise scale.
  • Develop robust and scalable pipelines for data preprocessing, model training, and deployment.
  • Strong programming skills in Python and in similar languages.
  • Familiarity with machine learning frameworks like PyTorch.
  • Hands on experience with generative AI models such as GPT.
  • Understanding of MLOps practices for building scalable AI pipelines.
  • Solid understanding of natural language processing (NLP) and AI ethics.
  • Translate complex requirements into scalable and efficient architecture
  • Design and implement scalable ML pipelines with CI/CD automation, efficient model training, validation, and deployment across enterprise environments.
  • Excellent Communication and Leadership qualities to work independently with minimal supervision.
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