Socure

Senior Backend Engineer, Machine Learning

Socure

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $170,000 - $185,000 per year

Job Level

Senior

Tech Stack

AirflowApacheAWSGoJavaKafkaPyTorchScikit-LearnSparkTensorflow

About the role

  • Socure is seeking a highly motivated and experienced Senior Backend Engineer to join our Digital Intelligence team.
  • Design and implement scalable ML pipelines for model training, inference, and evaluation.
  • Build and maintain systems for feature engineering, deployment, and monitoring.
  • Collaborate with data scientists to transform research prototypes into production-grade models.
  • Optimize ML systems for performance, scalability, and cost-efficiency.
  • Implement CI/CD and MLOps practices for model versioning, reproducibility, and monitoring.
  • Manage ML workflows and pipeline orchestration.
  • Partner with product, engineering, data science, and security teams to ensure compliant and reliable model delivery.
  • Document systems and processes for team use and compliance.

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Machine Learning, or a related technical field.
  • 5+ years of experience building and deploying machine learning systems in production.
  • Proficient in Java, or Go, with experience using production-grade ML frameworks.
  • Familiarity with ML frameworks such as TensorFlow, PyTorch, Scikit-learn, XGBoost, or similar tools.
  • Strong understanding of AWS services including SageMaker, Glue, EMR, Lambda, and Step Functions.
  • Experience with orchestration tools such as Airflow or AWS Step Functions.
  • Deep understanding of MLOps concepts including deployment automation and experiment tracking.
  • Solid knowledge of data structures, algorithms, and distributed computing.
  • Strong problem-solving and communication skills.