\nThe primary role for this position is to help set up various predictive models aimed at the growth of our capital lending product while ensuring optimum risk management\n\nLightspeed is seeking an experienced and highly skilled Senior Data Scientist with previous credit risk modelling experience to join our growing team. As a Senior Data Scientist, you will play a crucial role in leveraging data-driven insights to enhance our business strategies, drive innovation, and optimize decision-making processes. The primary role for this position is to help set up various predictive models aimed at the growth of our capital lending product while ensuring optimum risk management. You will collaborate with cross-functional teams to deliver actionable solutions that drive our organization's growth and success.\n\nROLE: \n\n\n* Data Analysis and Modeling:\n\n\n\n* Conduct extensive data analysis using statistical and machine learning techniques to identify patterns, trends, and relationships within datasets and credit risk.\n\n* Develop predictive and prescriptive models to forecast market trends, fraud, delinquency, customer behaviour, and other critical business metrics.\n\n* Utilize various data sources and data preprocessing techniques to ensure data quality and integrity.\n\n\n\n\n\n\n\n* Business Strategy and Insights:\n\n\n\n* Collaborate with business leaders to understand their challenges and goals, providing data-driven insights and recommendations that drive strategic decision-making.\n\n* Identify opportunities to leverage data to improve product offerings, customer experience, and operational efficiency.\n\n* Deliver machine learning models for use cases that have a high impact on real-world business applications and fundamentally change business processes.\n\n\n\n\n\n\n\n* Model Validation and Performance Monitoring:\n\n\n\n* Validate and assess the performance of developed models regularly, ensuring their accuracy, stability, and effectiveness over time.\n\n* Implement post-processing and monitoring systems to track model performance and detect deviations, providing timely feedback to maintain model integrity.\n\n\n\n\n\n\n\n* Data Visualization and Reporting:\n\n\n\n* Create clear and concise data visualizations and reports to communicate complex findings to both technical and non-technical stakeholders.\n\n* Translate analytical results into actionable business insights and present findings to senior management in a compelling and easily understandable manner.\n\n\n\n\n\n\nEXPERIENCE: \n\n\n* Master's or Bachelor’s degree in Data Science, Statistics, Computer Science, or Mathematics.\n\n* Excellent problem-solving skills, analytical thinking, and thrive in a fast-paced environment.\n\n* Proven experience as a Data Scientist, preferably in financial services, with successful project delivery.\n\n* Expertise in Python, SQL, and data manipulation using libraries like NumPy, Pandas, and sci-kit-learn.\n\n* Solid understanding of machine learning algorithms and statistical modelling.\n\n* Familiarity with GCP and cloud platforms for scalable data processing and machine learning.\n\n* Strong knowledge of databases, SQL, and data visualization tools (Looker, Tableau, or Power BI).\n\n* Effective communication and presentation skills for both technical and non-technical audiences.\n\n\n\n\nWhat’s in it for you\n\n\n* Join a growing team and help us move to the next level\n\n* Amazing benefits & perks, including equity for all Lightspeeders\n\n* Constant development of both your skill-set and business acumen with limitless growth opportunities\n\n* Lots of autonomy, flexible work culture and possibility of remote work\n\n* Innovation time to explore and learn at work\n\n* Shaping the company by joining cultural & technical committees\n\n* Tons of growth opportunities into technical or people management roles\n\n* Opportunity to join a fast-paced, high-growth company\n\n* Opportunity to learn, expand your skill set, forge wonderful relationships and make your mark within the diverse and inclusive Lightspeed family, a true Canadian tech success story\n\n\n\n\n….  And enjoy a range of benefits that will keep you happy, healthy and (not) hungry.\n\n\n* Lightspeed equity scheme (we are all owners).\n\n* Flexible paid time off and remote work policies.\n\n* Health insurance.\n\n* Contributions to your pension plan - RRSP.\n\n* Health and wellness benefit of $500 per year.\n\n* Paid leave and assistance for new parents.\n\n* Mental health online platform and counseling & coaching services.\n\n* Training opportunities to grow your skills and career\n\n* Volunteer day.\n\n* Fully stacked kitchen (hot and cold beverages, meals served) \n\n* Happy hours to build your relationships with colleagues after work\n\n\n\n\n#LI-PR1 \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Cloud and Senior jobs that are similar:\n\n $55,000 — $80,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n
\n\n#Location\nMontreal, Quebec, Canada