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AI/ML Developer

VySystems
Canada
Contract
AI tools:
Vertex AI
TensorFlow
PyTorch
LangChain
Applications go directly to the hiring team

Full Description

* 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.

* 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.

* GCP Implementation: Implement solutions using GCP services like BigQuery, Dataflow, Cloud Functions, and Vertex AI Pipelines to build scalable infrastructure.

* MLOps and Automation: Design and automate MLOps pipelines (training, deployment, monitoring) to ensure model performance, scalability, and reliability.

* Data Engineering: Construct data pipelines for ingestion, preprocessing, and storage of structured/unstructured data using SQL and BigQuery.

* Generative AI Integration: Implement LLMs, retrieval-augmented generation (RAG) patterns, and agentic workflows (e.g., using LangChain).

* Optimization & Troubleshooting: Monitor and optimize deployed models for accuracy, latency, and cost-effectiveness.

* Experience: 5+ years in AI/ML model deployment and software engineering.

* Technical Proficiencies: Strong programming skills in Python and SQL.

* GCP Expertise: Proven experience with Google Cloud Platform, specifically Vertex AI, Dataflow, and BigQuery.

* ML Frameworks: In-depth knowledge of TensorFlow, PyTorch, or Scikit-learn.

* DevOps/Containerization: Proficiency with Docker, Kubernetes (GKE), and CI/CD tools.

* Education: Bachelor’s or Master’s degree in Computer Science, AI, Machine Learning, or a related field.

* GCP Professional Machine Learning Engineer certification.

* Experience with Vertex AI agent builder

* Background in Natural Language Processing (NLP) or Computer Vision

Key Responsibilities

Required Skills and Qualifications

Preferred Qualifications

Applications go to the hiring team directly