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Data Science Engineer (GCP)
Data Science Engineer (GCP)Stacktics Inc. • Toronto, ON, CA
Data Science Engineer (GCP)

Data Science Engineer (GCP)

Stacktics Inc. • Toronto, ON, CA
Il y a plus de 30 jours
Type de contrat
  • Temps plein
Description de poste

The Data Science Engineer (GCP) will play a key role at Stacktics Inc., where we design, create, deploy, maintain and grow industry-leading Cloud Infrastructure, Big Data Analytics and Cloud For Marketing products, solutions and services.

The ideal candidate will have hands-on experience in the end-to-end lifecycle of a data science project, from data ingestion and model development to production deployment and monitoring, using native GCP services. This role is for a highly technical practitioner who can transform research and prototypes into robust, scalable production systems.

Key Responsibilities

  • Work with business stakeholders and data engineers to understand requirements, identify data sources, and develop solutions to complex and open-ended business problems.
  • Perform exploratory data analysis to identify patterns from historical data, generate and test hypotheses, and provide product owners with actionable insights.
  • Design, develop, and deploy machine learning models and pipelines on GCP.
  • Utilize core GCP services such as BigQuery for data storage and analysis, Vertex AI for model training and deployment, and Dataflow or Cloud Composer for building ETL / ELT pipelines.
  • Implement and optimize Marketing Mix Modeling (MMM) solutions on Google Cloud Platform.
  • Participate in the creation of Statements of Work and other Prospecting activities that require technical expertise and inputs.
  • Monitor and troubleshoot model performance in production, ensuring system reliability and efficiency.
  • Apply advanced statistical and machine learning techniques to a wide range of business problems, including forecasting, classification, and clustering.
  • Communicate complex concepts and results to both technical and non-technical audiences.

Company-Wide Responsibilities :

  • Maintain and exceed client satisfaction with Stacktics Inc.’ deliverables, day-to-day work and overall value as a partner
  • Cultivate opportunities for company growth, always seek areas where Stacktics Inc.’ role could be expanded
  • Adapt to ever-changing client needs and expectations
  • Maintain dedication toward achieving excellence in Stacktics Inc.’ delivery against client needs, and overall success as an organization.
  • Be an enthusiastic, positive and generally awesome team mate, mentor & constantly curious learner.
  • Stay up-to-date on relevant technologies, plug into user groups, understand trends and opportunities to ensure we are using the best possible techniques and tools.
  • Qualifications :

  • Bachelor's degree in Computer Science, Statistics, Mathematics, or a related quantitative field. Master’s or Ph.D. is a plus.
  • 3+ years of professional experience in a data science or machine learning role and advanced analytical workflows built on the cloud, GCP preferred
  • Strong understanding of statistical analysis of data, including correlation analysis, outlier analysis and hypothesis testing
  • Strong understanding of data visualisation concepts, different types of visualisation charts and choosing the appropriate visualisations to convey insights effectively
  • 4+ years of experience building interactive dashboards using at least 1 data visualization tool such as Looker Studio, Tableau, or Power BI.
  • Proven hands-on experience with the Google Cloud Platform ecosystem.
  • Strong proficiency in Python and SQL.
  • Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Solid understanding of machine learning principles, algorithms, and best practices.
  • Familiarity with containerization technologies, particularly Docker.
  • Experience in hyperparameter tuning and evaluation of ML models
  • Strong understanding of Feature Selection and Feature Engineering concepts
  • Experience using ETL / orchestration / workflow management frameworks like Apache Airflow preferred, but not required
  • Strong understanding of and experience with large-scale OLAP databases and data warehouses. Strong understanding of Google Cloud BigQuery preferred
  • Understanding digital marketing ecosystems and tools, such as Google Marketing Platform, GA360, Google Ads, and Adobe Suite, is an essential strong asset
  • Technical understanding of a range of marketing concepts, such as cookie-based data collection, setting and leveraging audience segments, attribution modelling, A / B testing, knowledge of marketing KPIs and their calculation will be a strong asset.
  • Excellent written & verbal communication skills are essential; the candidate should be comfortable presenting and participating in group discussions of concepts with internal and external stakeholders.
  • Preferred Qualifications

  • GCP certification (e.g., Professional Data Engineer, Professional Machine Learning Engineer).
  • Experience with GCP.
  • Experience in an MLOps-centric environment with knowledge of CI / CD and automation.
  • Familiarity with real-time data streaming and processing.
  • Experience with business intelligence tools like Looker or Tableau.
  • Strong problem-solving skills and a proactive, results-oriented attitude.
  • WHAT’S IN IT FOR YOU?

  • Flexible Remote Working Policy (within Canada)
  • 100% employer-paid benefits package
  • Regular Lunch and Learns from your Team Mates
  • Standing desks
  • Fully-loaded kitchen : snacks / fruit / drinks
  • Awesome Employee Events and Activities
  • Participation in Community Engagement
  • #J-18808-Ljbffr

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