Arcadia
Senior Data Scientist
Full Time · In Office · Canada
Posted Jul 29, 2026
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Senior Data Scientist, Network Intelligence
- About the Opportunit
- yOur client is transforming how large-scale network infrastructure is monitored and optimized through advanced machine learning and predictive analytics. As they continue investing in AI-driven network intelligence, they are seeking a Senior Data Scientist to build production-grade machine learning models that proactively identify network issues, improve operational efficiency, and enhance customer experience across complex telecommunications infrastructure
- .This is an opportunity to work on high-impact, real-world machine learning problems at scale, leveraging modern data platforms and MLOps best practices while partnering closely with engineering and network operations teams
- .
- What You'll
- DoAs a Senior Data Scientist, you'll lead the development and deployment of machine learning solutions that help create self-monitoring and increasingly self-optimizing network infrastructur
- e.
- Key responsibilities inclu
- de:Design, develop, and deploy machine learning models for anomaly detection, predictive maintenance, capacity forecasting, and network performance optimizati
- on.Build scalable feature engineering pipelines using Python, PySpark, and Databric
- ks.Manage the end-to-end ML lifecycle using MLflow, including experiment tracking, model versioning, deployment, and retraini
- ng.Apply statistical modeling, time-series forecasting, anomaly detection, and predictive analytics techniques to large-scale telemetry and operational datase
- ts.Develop optimization and scoring models that prioritize network incidents, maintenance activities, and operational ri
- sk.Integrate ML models into production automation and observability pipelin
- es.Collaborate with Data Engineering teams to define feature datasets and ensure high-quality data pipelin
- es.Present technical findings and model performance to senior technical and business stakeholde
- rs.Mentor junior data scientists and help establish best practices across the te
- am.
- What We're Looking
- For7+ years of experience building and deploying production machine learning or data science soluti
- ons.Strong Python skills with experience using libraries such as pandas, scikit-learn, XGBoost, PyTorch, or TensorF
- low.Hands-on experience with Databricks, MLflow, Delta Lake, and modern MLOps workfl
- ows.Expertise in statistical modeling, anomaly detection, predictive analytics, and time-series forecast
- ing.Experience working with large-scale telemetry, event-driven, or streaming datas
- ets.Strong understanding of feature engineering and model lifecycle managem
- ent.Ability to communicate technical concepts clearly to both technical and non-technical stakehold
- ers.Experience mentoring engineers or data scientists is highly val
- ued.
- Nice to
- HaveTelecommunications, networking, or infrastructure analytics experi
- ence.Familiarity with network performance metrics such as throughput, latency, packet loss, RSRP, RSRQ, or
- SINR.Experience with reinforcement learning, simulation-based optimization, or advanced decisioning sys
- tems.Experience with Databricks Feature Store or similar feature management platf
- orms.Databricks Machine Learning certifica
- tion.Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Engineering, or a related discip
- line.
- Technology
- Stack
- PythonP
- ySparkData
- bricks
- MLflowDelt
- a Lake
- pandasscikit
- -learnX
- GBoostPyTorch / Tens
- orFlow
- Why Thi
- s Role?Build production AI and machine learning solutions that directly impact large-scale critical infrastr
- ucture.Work with modern cloud and MLOps technologies on complex, high-volume data pr
- oblems.Influence technical direction while mentoring other data scie
- ntists.Partner with engineering, operations, and executive leadership to deliver measurable business
- impact.Join a collaborative team focused on solving challenging real-world problems using machine learning at
scale.
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Senior Data Scientist
Arcadia
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