Full-stack Engineer 4

Discover Financial
Plano
Workplace: OnsiteFull timeUSD 179,400 - 204,700 annuallyFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Collaboration","Problem-solving","Cross-functional teamwork","Responsible and explainable AI mindset"]

Build and deliver machine learning models and production services that solve real business problems, collaborating with product, data science, and agile teams. Design and optimize ML infrastructure and data pipelines, including model training, feature selection, validation, and hyperparameter tuning. Develop and automate code for deployment, monitoring, and retraining, leveraging cloud platforms and distributed systems. Follow Responsible and Explainable AI practices to ensure governance and reduced vulnerabilities.

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FursaFursa
Discover Financial
Discover Financial
12 hours ago

Full-stack Engineer 4

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live
Reposted: similar role first listed 4 days ago

Job Summary

Build and deliver machine learning models and production services that solve real business problems, collaborating with product, data science, and agile teams. Design and optimize ML infrastructure and data pipelines, including model training, feature selection, validation, and hyperparameter tuning. Develop and automate code for deployment, monitoring, and retraining, leveraging cloud platforms and distributed systems. Follow Responsible and Explainable AI practices to ensure governance and reduced vulnerabilities.
Location: Plano
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design, build, and deliver ML models and components in collaboration with Product and Data Science teams.
  • •Make ML infrastructure decisions across model choice, data/feature selection, training, tuning, dimensionality, bias/variance, and validation.
  • •Write and test application code to develop, validate, and deploy ML models, including automated tests.
  • •Collaborate in cross-functional Agile teams to create and enhance software enabling big data and ML applications.
  • •Retrain, maintain, and monitor models in production, using cloud architectures and CI/CD best practices.

Pay and Benefits

Salary: USD 179,400 - 204,700 annually

Key Requirements

  • •Bachelor’s degree or higher in Computer Science, Machine Learning, or a related quantitative field.
  • •At least 4 years programming with Python, Java, Golang, or C++.
  • •At least 4 years of ML experience with PyTorch or Tensorflow and libraries like Pandas, NumPy, and Scikit-learn.
  • •At least 4 years operating large-scale distributed systems (Spark, Ray) to prepare ML data.
  • •At least 2 years deploying and operating ML solutions in production using cloud platforms (AWS, GCP, Azure) and Kubernetes.
Education:Bachelor's in Computer Science, Machine Learning, or related quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Engineering)
Skills:CollaborationProblem-solvingCross-functional teamworkResponsible and explainable AI mindset
Tech Stack:PythonScalaJavaGolangC++PyTorchTensorflowPandasNumPyScikit-learnSparkRayAWSGCPAzureKubernetesCI/CDCICDTransformers

Eligibility

Work Authorization:Authorization required. Sponsorship not provided.

Company Brief

Discover Financial
Provides consumer banking products, credit cards, personal loans, and payment services through the Discover brand. It operates a major U.S. financial network and serves individuals and merchants with lending and digital payment solutions.
Industry: Retail Banking
Company Size: Enterprise (1,001+ employees)
Revenue: USD 10M to 25M
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Riverwoods, United States
Founded: 1985
WebsiteLinkedIn