Sr. GCP AI/ML Lead - Vertex AI

Role : GCP AI/ML Engineer Location : Remote • Detailed JD: Responsible for designing, building, and deploying machine learning models and AI-driven systems within the Google Cloud ecosystem. This role bridges data science and software engineering, focusing on creating scalable, production-ready AI solutions—such as Generative AI, natural language processing, and predictive models—using tools like Vertex AI, TensorFlow, and BigQuery. Key Responsibilities o Model Development & Training: Develop and train predictive and generative AI models using Python and frameworks such as TensorFlow, PyTorch, or Scikit-learn, often within Vertex AI. o GCP Implementation: Implement solutions using GCP services like BigQuery, Dataflow, Cloud Functions, and Vertex AI Pipelines to build scalable infrastructure. o MLOps and Automation: Design and automate MLOps pipelines (training, deployment, monitoring) to ensure model performance, scalability, and reliability. o Data Engineering: Construct data pipelines for ingestion, preprocessing, and storage of structured/unstructured data using SQL and BigQuery. o Generative AI Integration: Implement LLMs, retrieval-augmented generation (RAG) patterns, and agentic workflows (e.g., using LangChain). o Optimization & Troubleshooting: Monitor and optimize deployed models for accuracy, latency, and cost-effectiveness. Required Skills and Qualifications o Experience: 5+ years in AI/ML model deployment and software engineering. o Technical Proficiencies: Strong programming skills in Python and SQL. o GCP Expertise: Proven experience with Google Cloud Platform, specifically Vertex AI, Dataflow, and BigQuery. o ML Frameworks: In-depth knowledge of TensorFlow, PyTorch, or Scikit-learn. o DevOps/Containerization: Proficiency with Docker, Kubernetes (GKE), and CI/CD tools. o Education: Bachelor’s or Master’s degree in Computer Science, AI, Machine Learning, or a related field. Preferred Qualifications o GCP Professional Machine Learning Engineer certification. o Experience with Vertex AI agent builder o Background in Natural Language Processing (NLP) or Computer Vision