ESG & CSR Bias Mitigation Specialist — Master-Level Internship
Vosyn View all jobs
- Ontario
- Training
- Full-time
- Bias Identification: Analyze Vosyn's AI algorithms and datasets to identify potential sources of bias and inequity.
- Mitigation Strategies: Develop and implement strategies to mitigate identified biases, ensuring fairness in AI outcomes.
- Collaboration: Work closely with data scientists, engineers, and product teams to integrate bias mitigation techniques into AI development workflows.
- Tool Development: Contribute to the creation or improvement of tools and methodologies for bias detection and correction.
- Testing and Validation: Design and conduct experiments to evaluate the effectiveness of bias mitigation techniques, refining approaches as needed.
- Training and Awareness: Provide training and resources to internal teams to enhance awareness of bias in AI systems and promote best practices.
- Research and Trends: Stay updated on the latest research, tools, and regulatory developments in bias mitigation and ethical AI.
- Documentation and Reporting: Maintain clear documentation of bias mitigation processes and produce reports for internal and external stakeholders.
- Currently enrolled or recently graduated from a Master's program in Computer Science, Data Science, Statistics, or a related field. Master's program enrollment or completion is mandatory.
- Experience in AI/ML development, bias mitigation, or a related field.
- Strong programming skills in Python, R, or similar languages, with experience in AI/ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Proficiency in data analysis, statistical methods, and fairness metrics.
- Excellent problem-solving and critical-thinking skills.
- 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).
- Passionate about ethical AI and committed to fostering equity and inclusivity in technology.
- Strong interpersonal skills, with the ability to work effectively in multidisciplinary teams.
- Ability to work both independently and collaboratively.
- Strong problem-solving skills and attention to detail.
- New graduates are encouraged to apply
- Be part of the invigorating journey of a start-up transitioning to an IPO.
- Engage directly with senior management and strategic advisory board members.
- Enhance your CV with a rich array of experiences unique to Vosyn and AI Venture Lab.
- Gain hands-on experience contributing to projects that drive growth and make a lasting impact in a fast-paced startup environment.
- Written Questionnaire: Selected candidates will receive a set of 10 written questions to assess their fit and technical knowledge..
- Video Questionnaire: Candidates who successfully pass the written assessment will be asked to answer 10 additional questions to be submitted in a video format to further evaluate their skills and cultural fit. The ability to video record your answers will be required.
- Evaluation: Our team will review the responses to both questionnaires. Candidates who meet our criteria will be invited to the next stage.
- Orientation Session: Successful candidates will be invited to participate in an orientation session where they will learn more about Vosyn, our projects, and what to expect during the internship. After this session, you will be given the opportunity to opt-in if you believe that this internship is for you.