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The leading provider of digital identity verification and fraud solutions. Salesinfo@socure.com
Senior Software Engineer – AI/ML Platform
Location
United States
Posted
176 days ago
Salary
$180K - $200K / year
Seniority
Senior
Job Description
Senior Software Engineer – AI/ML Platform
Socure
• Build and maintain scalable systems and infrastructure for deploying and serving ML models. • Design low-latency, fault-tolerant model inference systems using Amazon SageMaker. • Implement safe deployment strategies like blue/green deployments and rollbacks. • Create and manage CI/CD pipelines for ML workflows. • Monitor model performance and system health using AWS observability tools (e.g., CloudWatch). • Develop internal tools and APIs to help ML teams deploy and monitor models easily. • Collaborate with ML engineers, data scientists, and DevOps to productionize new models. • Participate in code reviews, system design, and platform roadmap discussions. • Continuously improve deployment reliability, speed, and usability of the ML platform.
Job Requirements
- 4+ years of experience as a software engineer, with at least 2 years focused on low latency and highly available backend systems.
- Bachelor’s or Master’s degree in Computer Science, Data Science, AI, Machine Learning, or a related field with a strong academic record.
- Strong fundamentals in data structures, algorithms, and distributed computing principles.
- Strong analytical and problem-solving skills, with a passion for AI and machine learning.
- Strong programming skills in Python; familiarity with Go/Rust is a plus.
- Hands-on experience with model systems including low latency model serving, registry, and pipeline orchestration(preferably SageMaker)
- Solid understanding of MLOps best practices, including model versioning, testing, deployment, and reproducibility.
- Experience building and maintaining CI/CD pipelines for ML workflows.
- Experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Experience with database technologies (SQL, NoSQL, or data warehouses like Snowflake or Redshift).
Benefits
- Offers Equity
- Offers Bonus
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