Data Scientist
Louise Ferbach
Louise contributes to the design and deployment of cloud-based analytics pipelines, helping organizations transform complex datasets into actionable insights. Her work supports decision-making through predictive modeling, anomaly detection, and natural language processing.
Prior to her current role, Louise developed statistical tools and machine learning models for insurance, where she led cross-functional projects involving EHR data, multilingual OCR pipelines, and cloud-based solutions. She is passionate about improving access to quality data and building systems that serve the public interest.
Louise is a fully certified actuary and holds two master’s degrees in actuarial science, statistics, and finance from ENSAE and the Polytechnic Institute of Paris.
Recently Added
Temporary foreign workers, DEI initiatives, and return-to-work policies: The labour issues Canadians are talking about on social media
Every year on the first Monday of September, Labour Day is celebrated to advocate for workers’ rights and celebrate workers’ accomplishments. Last year, LMIC used Labour Day as an opportunity…
Labour market resilience in the face of an aging population
The Canadian workforce is aging. As more mature workers exit, the economy is at risk of labour and skills shortages.
The state of youth employment in Canada
Every year on August 12, International Youth Day highlights youth issues internationally and recognizes the potential of youth as active partners in today’s global society. Youth is a crucial phase…
Guest blog: Navigating labour markets and information as a refugee in Canada
Refugees in Canada encounter significant barriers to accessing labour market information (LMI), and their access varies based on the immigration stream through which they arrive. Those who arrive as refugees…
Refugee success in Canada’s labour market: Labour market information needs and gaps
Refugees encounter significant barriers to accessing labour market information. LMIC spoke to 25 Afghan refugees about their experiences and recommendations.
How 2SLGBTQ+ people in Canada perceive diversity, equity and inclusion statements in job postings
Table of Contents Introduction This Pride month, our focus is on amplifying the voices of 2-spirited,1 lesbian, gay, bisexual, transgender, queer, plus (2SLGBTQ+) individuals, centring their experiences. We highlight how…
Inside the Canadian Economics Association Conference: Highlights and takeaways
LMIC staff were in Toronto, Ontario this past week (May 30 to June 1, 2024) for the 58th Annual Conference of the Canadian Economics Association to share their research and…
Participate in a focus group: Research on the foreign credential recognition process in Canada
Thank you for your interest in participating. The call to participate is now officially closed. Are you an internationally trained or educated newcomer to Canada? We need your insights! The…
How to write job postings for neurodivergent candidates
Compared to the Canadian average, neurodivergent adults have lower employment rates, are more likely to be underemployed, and tend to hold jobs for a shorter amount of time. These employment…
Equal Pay Day: Exploring wage disparities in Canada
Around the world, various countries observe Equal Pay Day to mark the point in the calendar when women’s earnings “catch up” to men’s. In 2023, the average wage for women…