Information Technology_CAN - CAN_Developer

Artech Information Systems

  • Mississauga, ON
  • Contract
  • Full-time
  • 28 days ago
We are currently seeking a ML Ops Engineer for a contract role with one of our clients in Mississauga, ON.Location: Mississauga, ON (Hybrid 3 Days Onsite)
Duration: 6 MonthsSkill Required:
1. Cloud Platforms & Services (Google Cloud):
o Google Cloud Platform (GCP) services: AI Platform (Vertex AI), Cloud Storage, BigQuery, Cloud Functions, Cloud Pub/Sub, Cloud Build, Airflow, and Cloud Run.
o Element Platform visibility2. ML & Data Engineering:
o Understanding of ML concepts and LLM’s (training, validation, hyperparameter tuning, evaluation).
o Experience with TensorFlow, Keras, PyTorch, and scikit-learn.
o Data preprocessing, ETL, and data pipelines using pyspark/Scala using serverless dataproc3. CI/CD for ML (MLOps):
o Knowledge of CI/CD tools Looper pro/Jenkins.
o Model versioning, continuous training, and deployment using Vertex AI pipelines.4. Automation & Scripting:
o Strong programming skills in Python, Bash, and SQL
o Automation of workflows and ML pipelines.5. DevOps & Containerization:
o Kubernetes (GKE) and Docker for containerization and orchestration.
o Good to have Helm charts and YAML for Kubernetes deployments.6. Monitoring & Observability:
o Cloud Monitoring, Cloud Logging, Prometheus, and Grafana for monitoring and alerting.
o Model performance monitoring with Vertex AI Model Monitoring.7. Security & Compliance:
o Understanding of VPC, firewall rules, and service accounts.
o Managing secrets using Secret Manager.8. Data Science
o Must understand general data science methods and the development life cycleThanks,
Ammar Tasneem
Contact: (973)394-3924
Email:

Artech Information Systems