Data Scientist developing machine - learning models for The Athletic’s sports media platform. Optimizing subscriptions, workflows, experiments, and personalized article recommendations.
About the role
- Junior Data Scientist at Liferaft tackling open source data challenges through data analysis and collaboration with multidisciplinary teams. Engaging in machine learning and product evolution.
Responsibilities
- Identify valuable data sources and automate collection processes
- Undertake preprocessing of structured and unstructured data
- Conduct exploratory data analysis to identify patterns and trends
- Present information using data visualization techniques
- Drive innovation by staying up-to-date with industry trends, emerging technologies, and best practices in AI.
- Collaborate closely with product managers, data scientists, developers, and other stakeholders to understand the problem space and provide innovative and effective solutions.
- Incorporate fairness, transparency, and accountability into machine learning models and data-driven solutions to prevent bias and discrimination.
- Setup tracking and manage Pendo analytics platform
- Be an integral part of the LifeRaft Labs team and contribute ideas to solve complex challenges in the OSINT space
Requirements
- Experience as a Data Scientist or similar relevant role.
- Experience with cleansing and handling large volumes of data, preparing datasets, manually evaluating data and spotting patterns in visualization
- Experience with Python data stack
- Experience in prompt engineering
- Experience with natural language processing
- Experience with data visualization in Python
- Experience working with commercial or open source Large Language Models
- Analytical mind and business acumen
- Ability to work both independently and collaboratively in a fast-paced environment.
- Passion for staying updated on industry trends and emerging technologies.
- **Bonus Points For**
- Experience working with Rest APIs
- Experience working with Elastic Search or similar platforms
- Experience prototyping with the Streamlit framework or similar
- We will value experience in language modeling, unsupervised methods (clustering)
Benefits
- Competitive compensation plan
- Flexible PTO – Take a minimum of 15 days/year with no cap beyond
- Health & Dental Benefits (Medavie Blue Cross)
- 100% employer-paid dental coverage for employees and dependents
- Orthodontic coverage for minor dependents (lifetime maximum per BC guidelines)
- Comprehensive mental health coverage — up to $3,000 per month, available for both employees and dependents
- Free access to EAP, Greenshield and a variety of physical and mental health services via wellness platform
- Remote-first workplace with optional access to office space and flexible working hours
- Investment in personal and professional growth
- $750 Yearly Lifestyle Subsidy
- Monthly cell phone reimbursement
- Monthly parking reimbursement
- Company-sponsored social events and team-building activities
- Diversity, Equity & Inclusion Committee
- Authentic, engaged team, who value work life balance
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