bamboohr
Sr. Data Scientist
B3 Systems
Toronto, CAN
Full-time
Senior · 4+ years experience
Onsite
Discovered 2 weeks ago
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Role Overview
B3 enables enterprise manufacturers to digitize their operations and use AI to improve performance.
Our AI & Data Science team builds the models, monitors, and AI features behind the platform, and a growing share of our work comes from client engagements: taking a manufacturer's raw operational data and turning it into insights and models they can act on.
In this role, you will own client engagements from end to end, starting from raw and often messy plant data and finishing with validated findings and working models.
The data is industrial; time-series, sensor readings, downtime events, and shift reports and the audience is demanding in the best way: operators and plant managers who know their numbers well and will verify yours.
We hold our work to that standard.
You will take project scoping and client goal setting conversations, and can grow into leading them over time.
You will turn a well-scoped engagement into results the client can trust.
The strongest of your work will graduate into our platform, where it serves clients beyond the one it was built for.
About the Work
• Own client engagements end to end: ingesting raw client data, auditing its quality, exploring it, engineering features, building and validating models, and delivering the results.
• Produce consulting-grade deliverables: clear write-ups and presentations, validated numbers, and models whose limitations are stated honestly, so that a client's own experts can check and trust the results.
• Build models for industrial problems such as anomaly detection, early-warning and predictive-maintenance questions, and forecasting, working mostly with time-series and event data.
• Agree on success criteria with the client before a build starts, so deliverables are judged against expectations both sides own.
• Work with the team to bring proven models and tools into the platform, where they can serve multiple clients.
• No industrial background is required . Our domain has plenty of complex workflows and terminology, and genuine curiosity is what carries people through it — we will help with the rest.
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