Software Developer (Rq11580) Government Services Integration Cluster
Softline Technology Inc.
The Government of Ontario is embarking on a large Data & AI transformation initiative. Core to the transformation is the enablement of the Ontario Data Platform (ODP), which is being developed as the enterprise technology ecosystem for everything Data & AI. ODP is a modern ecosystem of data solution consisting of data ingestion technologies, storage, processing and visualization as well as solutions related to data governance, quality, marketplace, etc. ODP will initially serve all internal government clusters, ministries and program areas, but also external agencies in the future. We are looking for a data scientist to support various initiatives related to the platform as well as the execution of use cases to support the needs of various businesses within the government.Experience Requirements
Key Responsibilities
Run and Monitor InferencesExecute batch inference jobs on Databricks and other environments.Troubleshoot inference issues, log results, and escalate model anomalies.Pipeline & Evaluation SupportAssist with running DSPy pipelines and loading custom models/configs.Support evaluation runs using internal metricsTrack and summarize performance metrics for inference experiments.Data Handling & ExperimentationHelp prepare and clean legal text datasets for inference and evaluation.Annotate outputs to support error analysis and benchmarking.Maintain reproducible scripts/notebooks for inference runs.Evaluation Criteria
Technical Skills – 50%LLM frameworks – 25%Databricks/MLflow – 25%Supplier Comments
Closing Date/Time: 2026-11-12, 12:00 p.M. EST.Max submission: 1 (one)5 days onsiteBackground in Computer Science, Data Science, or AI/ML (student or recent grad is good).Familiarity with Python and libraries like pandas, scikit-learn, or PyTorch.Exposure to LLM frameworks (DSPy, LangChain, Hugging Face, or equivalent).Comfortable working with Databricks / MLflow or other cloud ML environments.Detail-oriented with strong organizational skills for tracking experiments.
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Key Responsibilities
Run and Monitor InferencesExecute batch inference jobs on Databricks and other environments.Troubleshoot inference issues, log results, and escalate model anomalies.Pipeline & Evaluation SupportAssist with running DSPy pipelines and loading custom models/configs.Support evaluation runs using internal metricsTrack and summarize performance metrics for inference experiments.Data Handling & ExperimentationHelp prepare and clean legal text datasets for inference and evaluation.Annotate outputs to support error analysis and benchmarking.Maintain reproducible scripts/notebooks for inference runs.Evaluation Criteria
Technical Skills – 50%LLM frameworks – 25%Databricks/MLflow – 25%Supplier Comments
Closing Date/Time: 2026-11-12, 12:00 p.M. EST.Max submission: 1 (one)5 days onsiteBackground in Computer Science, Data Science, or AI/ML (student or recent grad is good).Familiarity with Python and libraries like pandas, scikit-learn, or PyTorch.Exposure to LLM frameworks (DSPy, LangChain, Hugging Face, or equivalent).Comfortable working with Databricks / MLflow or other cloud ML environments.Detail-oriented with strong organizational skills for tracking experiments.
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Vacancy posted 1 hour ago
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