Director, Ai and Data Science
2 months ago
Director, AI, and Data Science
Department: Investments
Type: Permanent
Location: Toronto
Posting Date: October 8, 2024
At OPTrust, _paying pensions today, preserving pensions for tomorrow_ is our mission and business.
When you choose OPTrust, you join a team of smart, talented people who fuel our success and have a passion for pensions. Everyone at OPTrust - from London, Toronto, and Sydney - makes a meaningful impact, our environment is fast paced, but we find time to have fun and give back to the community as well. Our strength resides in our team members with different backgrounds and perspectives creating an inclusive and fulfilling place to work for everyone.
What OPTrust Offers You- Unique culture rooted in our core values - collaboration and teamwork, integrity, respect, flexibility, and excellence and continuous improvement - reflected across the team.- Dedicated business strategy for inclusion, diversity and equity with multiple, meaningful opportunities to participate.- Flexible, hybrid work model being implemented to balance the benefits of working from home and the collaborative teamwork experience in the office.- Membership in our world-class defined benefit pension plan.- A purpose-driven environment, including the opportunity to contribute to OPTrust’s climate change and responsible investing programs.- Professional development opportunities and learning initiatives including access to LinkedIn Learning, in-house speaker series, tuition reimbursement program and professional association memberships.- Comprehensive benefits package focused on your health and wellness, including dental, vision and extended health benefits.- Opportunity to take parental and adoptions leaves to spend time with family.- Competitive vacation package and time away from work such as work-life balance days.
About the Role
What You’ll Do
Research & Development- Lead the research on using machine learning and other data science techniques to design and implement predictive models for asset pricing, risk management, and portfolio optimization.- Lead the enhancement of quantitative investing and data analytics infrastructure for TPM, including but not limited to evaluating and implementing new alternative datasets and portfolio management tools.- Oversee the development and deployment of machine learning models and AI solutions to ensure seamless integration of new models into the overall quant research stack and automate processes where appropriate.- Develop and manage quantitative investment strategies leveraging machine learning models and data science techniques.- Implement rigorous testing and validation processes to ensure the accuracy and reliability of AI models.- Promote AI & Data Science in the organization by actively fostering knowledge transfer and highlighting latest development in machine learning, data science, and financial markets.
Collaboration & Communication- Collaborate with quant researchers, traders, and other stakeholders to integrate strategies into the Completion Portfolio.- Actively partner and foster relationships with internal and external technical thought leaders and specialists to develop a clear and value-driven vision for AI capabilities, aligned with the broader OPTrust strategy.- Organize training sessions and workshops to enhance the Investment division’s skills and understanding of quantitative analysis, machine learning, and data science.- Work closely with other teams, such as other functional partners, to ensure smooth implementation and maintenance of data science solutions.- Partner with Cyber Security and Privacy to ensure robust measures are in place to protect sensitive financial data, systems and maintain ongoing compliance with OPTrust policies and applicable laws.- Mentor junior team members and provide guidance on their professional development.
Investment- Recommend allocation to existing systematic investment strategies- Propose development of new systematic investment strategies- Monitor performance to ensure models are performing in line with expectations
What You Bring- Advanced degree (Master's or Ph.D.) in Computer Science, Data Science, Statistics, Finance, or a related field.- Proven academic research or industry experience in strategy development, portfolio management, quantitative analysis, or a related role in the financial industry.- Strong analytical and problem-solving skills with a keen attention to detail and willingness to take a hands-on approach in research and project management.- Strong verbal and written communication skills.- Strong Programming skills in Python. Object-oriented Programming experience is preferred.- Expertise in machine learning frameworks and libraries such as TensorFlow, PyTorch, or scikit-learn.- Experience with alternative data, Deep Learning, Reinforcement Learning or natural language processing (NLP).- Experience with big data technologies and platforms such as cloud-based computing and data storage solution
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