Data First Jobs

Arcadia

Senior Data Scientist

Full Time · In Office · Canada

Posted Jul 29, 2026

Work Options
Seniority Level
Job Type
Position Group

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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