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Senior Machine Learning/GenAI Architect
CGI
- United States
- United States
Über
CGI is looking to hire a highly skilled and innovative ML/AI Architect with deep traditional AI/ML expertise, including model development, data science, MLOps, and model validation, along with exposure to GenAI and agentic AI patterns such as RAG, orchestration, tool integration, and governed workflow automation. This role will require someone at our client site 5 days a week in Pittsburgh, PA, Cleveland, OH, or Dallas, TX. Duties and Responsibilities: Maintain existing predictive models while architecting for the future. This role will require architecting application that works as an integration of predictive model and generative AI. Strong experience in building and deploying predictive models based on Random Forest, Linear Regression etc. for problems such as fraud detection, anomaly detection, churn prediction etc. at 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. Requirements: A minimum of 6 + years experience as a Data Engineer or similar role with 1-2 years specifically focused on GenAI or AI/ML projects. Strong knowledge data architecture in banking domain. 4+ Years Work Experience in Python, Mongo. Strong hands on experience with Microsoft Azure. Integrate LLMs with enterprise datasets using Azure Open AI. Understanding of agentic frameworks (such as AutoGen or LangGraph, MCP). ML: Familiar with CI/CD Pipeline, Jenkin, Model Training, Model Deployment. GenAI: Knowledge in LLM Models, Langchain, Hugingface. Excellent organizational and analytical abilities. Outstanding problem solver. Good written and verbal communication skills. What you can expect from us: Together, as owners, let's turn meaningful insights into action. Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you'll reach your full potential because… You are invited to be an owner from day 1 as we work together to bring our Dream to life. That's why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company's strategy and direction. Your work creates value. You'll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise. You'll shape your career by joining a company built to grow and last. You'll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons. Come join our team—one of the largest IT and business consulting services firms in the world.
Sprachkenntnisse
- English
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