Design, develop, train, and evaluate machine learning models; prepare and analyze large datasets; build dashboards and integrate models into applications; provide technical leadership and ensure ethical AI practices.
This is a remote position.
We are looking for a Machine Learning Specialist with strong experience in AI, machine learning, data science, and analytics to support the design and development of analytical data products and services. The role involves working with cross-functional teams to build predictive models, generate insights, and deliver data-driven solutions.
Requirements
- Design, develop, train, and evaluate machine learning models.
- Analyze large and complex datasets to generate actionable insights.
- Prepare, clean, normalize, and organize data for predictive and prescriptive modeling.
- Build analytical reports, dashboards, and visualizations.
- Integrate ML models into applications and workflows.
- Gather and document business and technical requirements.
- Collaborate with data engineers, analysts, and project teams.
- Provide technical leadership and guidance on data and AI initiatives.
- Ensure privacy, accountability, transparency, and ethical AI practices.
- Develop and share analytical models and data products.
- Support development of full-stack data analytics or AI applications when required.
- Escalate risks and issues appropriately within a multi-vendor environment.
Required Experience
- 6+ years of experience using statistical and programming languages for data analysis and ML.
- 6+ years of experience building analytical and quantitative models.
- 6+ years of experience preparing data for predictive and prescriptive modeling.
- 6+ years of experience applying AI/ML to real-world business or enterprise problems.
- Strong understanding of data analysis methods and statistical techniques.
Similar Jobs
Healthtech
Support Data Science and Regulatory Affairs to define and execute regulatory strategies for AI/ML-enabled medical devices. Translate ML concepts into regulatory documentation, create DHF and submission materials (510(k), EU MDR, Health Canada), maintain dataset and model documentation, and manage version control and change management.
Top Skills:
510(K)Ai/MlDh FEu MdrFdaHealth CanadaIec 62304Iec 62366Iso 13485Iso 14971MdsapSamd
Artificial Intelligence • Information Technology • Consulting
The role involves designing scalable AI solutions, managing large-scale AI deployments, building client relationships, and delivering presentations. Requires experience in MLOps and knowledge of ML ecosystems.
Top Skills:
C++DockerGitGoHelmHuggingfaceJavaJaxKubernetesPythonPyTorchScikit-LearnSlurmTensorFlowTerraform
Cloud • Security • Software • Cybersecurity • Automation
Build and maintain backend services and APIs for source code workflows using Ruby and GraphQL. Improve performance, reliability, caching, and observability. Collaborate cross-functionally, write tests, participate in Tier 2 on-call, and use AI coding agents where appropriate.
Top Skills:
GitGitalyGraphQLRubySQL
What you need to know about the Montreal Tech Scene
With roots dating back to 1642, Montreal is often recognized for its French-inspired architecture and cobblestone streets lined with traditional shops and cafés. But what truly sets the city apart is how it blends its rich tradition with a modern edge, reflected in its evolving skyline and fast-growing tech industry. According to economic promotion agency Montréal International, the city ranks among the top in North America to invest in artificial intelligence, making it le spot idéal for job seekers who want the best of both worlds.
Key Facts About Montreal Tech
- Number of Tech Workers: 255,000+ (2024, Tourisme Montréal)
- Major Tech Employers: SAP, Google, Microsoft, Cisco
- Key Industries: Artificial intelligence, machine learning, cybersecurity, cloud computing, web development
- Funding Landscape: $1.47 billion in venture capital funding in 2024 (BetaKit)
- Notable Investors: CIBC Innovation Banking, BDC Capital, Investissement Québec, Fonds de solidarité FTQ
- Research Centers and Universities: McGill University, Université de Montréal, Concordia University, Mila Quebec, ÉTS Montréal
