Senior Machine Learning Engineer

3 weeks ago

Ottawa, Ontario, Canada Inuson International Inc. i3 Full time

We are seeking a highly skilled Senior Machine Learning Engineer to join our dynamic team at Inuson International Inc. i3. As a key member of our crypto finance team, you will be responsible for designing, developing, and deploying machine learning models for various applications within the crypto finance domain.

Key Responsibilities:

  • Design and develop machine learning models for predictive analytics, fraud detection, transaction classification, and risk management.
  • Fine-tune ML models for specific use cases, such as developing heuristics that detect fraudulent transactions and enhance reconciliation processes.
  • Automate the deployment of ML models to production environments using tools and frameworks like Docker, Kubernetes, and CI/CD pipelines.
  • Implement monitoring solutions to track model performance metrics, detect drift, and trigger retraining to maintain prediction accuracy and reliability.
  • Collaborate with the full-stack engineering team to ensure seamless integration of ETL processes, data warehousing, and streaming to facilitate efficient model training and evaluation.

Requirements:

  • 5 years of experience working on production web applications.
  • Keen interest in working in crypto and building finance products.
  • Built and deployed ML models in production.
  • Ability to operate in an early-stage startup where much of the ML and data science infrastructure is being built from scratch.

Key Skills:

  • Expertise in at least one ML framework (e.g., TensorFlow, PyTorch) and experience with orchestration tools (Airflow, Docker, Kubernetes).
  • Experience with model fine-tuning and heuristic development.
  • Strong knowledge of building and maintaining processing pipelines using tools like Apache Spark, Airflow, or Kafka.
  • Expertise in deploying machine learning models to production environments.
  • Familiarity with monitoring and ensuring the performance of deployed models.
  • Strong communication skills for interacting with both technical and non-technical stakeholders.

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