TheAppLabb
Sr. Machine Learning Engineer
Toronto, Ontario · Senior
Sponsorship not specifiedDetected 33 days ago
PythonDistributed SystemsSQLBigQuerySnowflakeDatabricksAWSGCPAzureCloud PlatformsDockerKubernetesCI/CDMachine LearningTensorFlowPyTorchAirflowLLMsRAGMLOpsLangGraphAI OrchestrationLeadershipCommunication
About the role
- Operationalize ML models using containerized environments (Docker, Kubernetes) and orchestration tools like Cloud Composer (Airflow) on Cloud Environments (AWS, Azure, GCP)
- Integrate ML solutions with data warehouses like Snowflake, DataBricks or BigQuery for training and inference at scale.
- Ensure CI/CD best practices for ML deployments, including monitoring, versioning, and rollback strategies.
Responsibilities
- You will work closely with data scientists, engineers, and product teams to build robust systems that deliver business-critical AI features.
- Architect, build, and deploy end-to-end ML pipelines for production workloads.
- Collaborate with cross-functional teams to define requirements and deliver impactful AI features.
- Collaborate with a dynamic, innovative, and data-driven team.
Requirements
- 5+ years of experience designing and deploying production-grade ML systems at scale.
- Strong knowledge of PyTorch, TensorFlow, and modern ML model lifecycle management.
- Hands-on experience with AWS, Azure or GCP.
- Proficiency with SQL and experience working with Snowflake, DataBricks or BigQuery.
- Excellent communication and leadership skills, with a proven ability to work in collaborative teams.
- Knowledge of distributed systems and streaming data pipelines.
Nice to have
- Strong programming skills in Python
- experience with LangChain, LangGraph, or related frameworks is a plus.
Skills
- Expertise in Kubernetes, Docker, and workflow orchestration tools such as Cloud Composer or Airflow.
- Certifications in Cloud Architectures
Compensation
- Competitive salary
Benefits
- Opportunities for career growth and continuous learning.
- We are seeking an experienced Senior Machine Learning Engineer to design, develop, and deploy scalable ML solutions in production environments.
Company info
- The AppLabb is a leading innovation company specializing in AI-powered digital solutions, mobile app development, and emerging technologies. We leverage data-driven insights to enhance digital experiences and drive business growth. We are looking for a Sr. Machine Learning Engineer to help translate raw data into meaningful insights that drive strategic decision-making.
- The Opportunity Summary
- We are seeking an experienced Senior Machine Learning Engineer to design, develop, and deploy scalable ML solutions in production environments. You will work closely with data scientists, engineers, and product teams to build robust systems that deliver business-critical AI features. This role requires hands-on expertise in building and operationalizing machine learning models using modern ML frameworks and cloud infrastructure. What you will do?
- Design scalable and resilient ML systems using frameworks such as PyTorch and TensorFlow.
- The AppLabb is a leading innovation company specializing in AI-powered digital solutions, mobile app development, and emerging technologies.
- We leverage data-driven insights to enhance digital experiences and drive business growth.
- We are looking for a Sr.
- Machine Learning Engineer to help translate raw data into meaningful insights that drive strategic decision-making.
Visa & Work Authorization
- We are proud to be an equal opportunity employer, and we do not discriminate based on race, gender, ethnicity, citizenship, national origin, religion, sexual orientation, age, marital status, disability, veteran status o
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