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Urgent! Cloud Data Engineer Position in Providencia - Equifax

Cloud Data Engineer



Job description

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What You’ll Do

  • Productionize machine learning models by building performant data transformations, storage, and pipelines.

  • Demonstrate effective, respectful, and honest communication when collaborating with colleagues including a cross-functional team consisting of QA, Operations, and other team members.

  • Apply development and testing best practices and demonstrate skilled software craftsmanship to produce maintainable, scalable, and quality solutions.

  • Contribute to all phases of product development and delivery from Analysis & Design all the way through to successful Deployment.

  • Deliver on company initiatives and projects prioritized for your team and support long term technical vision.

What Experience You Need

  • BS degree in a STEM major or equivalent job experience required; Master’s Degree preferred; AI/ML coursework preferred
  • 2-5 years of related experience
  • Experience with ML models design, development or deployment
  • Experience with cloud platforms and distributed computing frameworks
  • Cloud Certification Strongly Preferred
  • 2+ years experience working with software design and Java, Python and Javascript programming languages
  • 2+ years experience with software build management tools like Maven or Gradle
  • 2+ years experience with HTML, CSS and frontend/web development
  • 2+ years experience with software testing, performance, and quality engineering techniques and strategies
  • 2+ years experience with Cloud technology: GCP, AWS, or Azure
  • Architect & Develop end-to-end data pipelines (batch & streaming) on GCP using Dataflow, Pub/Sub, Dataproc, BigQuery, and Cloud Storage
  • Design & build microservices-based data applications in Java and Python, with clear APIs and containerized deployments
  • Integrate AI/ML models into production pipelines and microservices, collaborating with ML teams to deploy Tensorflow/PyTorch models via Vertex AI or AI Platform

What Could Set You Apart

An ability to demonstrate successful performance utilizing our Success Profile skills, including:

  • Application Development/Programming - Proficiency in Python; Experience with data processing and machine learning libraries (pandas, numpy, scipy, sklearn, tensorflow, pytorch, etc.)
  • Artificial Intelligence - Understand how to deploy machine learning models to production systems, including containerization (Docker) and cloud-based deployment
  • Big Data Analytics - Understand big data analysis, including data cleaning, data transformation and data visualization
  • Cloud Computing - Understand big data processing frameworks and various database technologies
  • Collaboration - Excellent verbal and written communication skills to document and present findings clearly
  • Mathematics - Understand advanced statistical concepts and machine learning algorithms (Logistic Regression, Xgboost, Neural Networks, etc.)
  • Technical Leadership - Demonstrates an ability to provide guidance to colleagues

Seniority level

  • Mid-Senior level

Employment type

  • Full-time

Job function

  • Information Technology

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Required Skill Profession

Gestión Informática Y Gestión De Proyectos Informáticos



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