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AI-Powered Job Summary
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What you do as the Junior Data Scientist at Liferaft
- 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
What You Need to Get the Job Done
- 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
- 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)
Why Liferaft?
We pride ourselves on our innovative spirit and determination to help solve new challenges developed by the complexities of open source data. Liferaft provides a threat intelligence and investigations platform, to corporate security teams around the world, including some of the biggest brands you've probably referenced today! Our platform is designed to identify, track, and validate issues from open source channels (surface, deep web, and darknet) related to executive safety, fraud prevention, and asset & infrastructure protection. Our technology is helping keep these companies, their people, and their operations safe, making a real impact in the world we all live in.
The diversity of our team is integral to our success. We are a team of passionate and supportive individuals and pride ourselves in fostering a collaborative, innovative, and fun culture.
We offer our team:
- 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
Key Skills
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