ESG & CSR Bias Mitigation Specialist Internship
New
V
VosynArtificial Intelligence
Remote (with hybrid options in Toronto)Full-TimeEntry
Salary32 CAD per hour
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Job Details
- Required Skills
- PythonData AnalysisMachine LearningPyTorchTensorflowRscikit-learn
Requirements
- Currently enrolled or recently graduated from a Master’s program in Computer Science, Data Science, Statistics, or a related field.
- Experience in AI/ML development, bias mitigation, or a related field.
- Strong programming skills in Python, R, or similar languages.
- Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Proficiency in data analysis, statistical methods, and fairness metrics.
- Deep understanding of algorithmic bias, fairness metrics, and data diversity principles.
- Familiarity with industry frameworks and tools for bias detection and mitigation (e.g., AI Fairness 360, SHAP, LIME).
- Excellent problem-solving and critical-thinking skills.
- Strong interpersonal skills for multidisciplinary team collaboration.
Responsibilities
- Analyze Vosyn’s AI algorithms and datasets to identify potential sources of bias and inequity.
- Develop and implement strategies to mitigate identified biases, ensuring fairness in AI outcomes.
- Work closely with data scientists, engineers, and product teams to integrate bias mitigation techniques into AI development workflows.
- Contribute to the creation or improvement of tools and methodologies for bias detection and correction.
- Design and conduct experiments to evaluate the effectiveness of bias mitigation techniques.
- Provide training and resources to internal teams to enhance awareness of bias in AI systems.
- Stay updated on the latest research, tools, and regulatory developments in bias mitigation and ethical AI.
- Maintain clear documentation of bias mitigation processes and produce reports.
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