30 Oct
|
Innosystech
|
Toronto
30 Oct
Innosystech
Toronto
Job Title: Software Developer - Intermediate
Location: Toronto
Work Model: Onsite
Duration: 5 months
Extension: 1 Time
Project Description
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.
Must Haves
- Background in Computer Science, Data Science, or AI/ML (student or recent grad is valuable).
- 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.
Description / Responsibilities / Skills
Run and Monitor Inferences
- Execute batch inference jobs on Databricks and other environments.
- Troubleshoot inference issues, log results, and escalate model anomalies.
Pipeline & Evaluation Support
- Support evaluation runs using internal metrics
Data Handling & Experimentation
- Help 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.
📌 Software Developer - Intermediate (Toronto)
🏢 Innosystech
📍 Toronto