Machine Learning Engineer

1 day ago


Canada Flexton Inc. Full time

Freelance Machine Learning Engineer (Python) Location: Greater Montreal Metropolitan Area, Canada Salary: CA$55,000 - CA$75,000 per year Key Responsibilities Work with applied researchers, engineers, analytics and multi‑functional teams to produce end‑to‑end production‑ready solutions. Design, implement, and maintain data and ML/DL services, encompassing efficient data pipelines, ML model training, inference & deployment processes, robust tracking and monitoring system, as well as other MLOps work. Optimize software performance to achieve the required throughput and/or latency. Analyze data, interpret experiments, and uncover trends, insights, and opportunities. Translate complex data into actionable recommendations for technical and non‑technical audiences. Monitor, triage and drive resolution processes for production system incidents, ensuring system reliability. Requirements BS or MS in Computer Science or equivalent experience. Strong programming skills in SQL and Python. Solid understanding of machine learning fundamentals and applications. Proficiency with key machine learning and deep learning libraries, e.g., PyTorch/Tensorflow, Transformers, scikit‑learn, vLLM, and Ray. Strong debugging, analytical, and communication skills to collaborate effectively with engineers and researchers. Good understanding of ML/DL infrastructure, including autoscaling, job scheduling, and workload orchestration across heterogeneous compute (CPU/GPU/accelerators). Experience with big data technologies (e.g., Spark, Hadoop) and database technologies (SQL, NoSQL). Experience in solving problems using data science, building practical solutions, and deploying models into production environments. Experience with observability stacks (e.g., Prometheus, Grafana). Seniority level Mid‑Senior level Employment type Contract Job function Information Technology, Engineering, and Other Industries IT Services and IT Consulting, Retail, and Software Development #J-18808-Ljbffr



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