Senior Machine Learning Engineer

4 days ago

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Socure

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Fraud Detection • Anti-Money Laundering • Document Verification • Know Your Customer • Identity Verification

501 - 1000 employees

Founded 2012

🤖 Artificial Intelligence

🔐 Security

💸 Finance

Description

• Develop feature engineering strategies and solutions to support machine learning models • Design and implement robust and scalable systems for efficient model inference • Build and maintain infrastructure supporting feature engineering, model serving, Gen-AI agents, and related components across the machine learning lifecycle • Contribute to the development and enhancement of a comprehensive feature platform to streamline and optimize feature creation and management • Demonstrate best practices in version control and continuous integration/delivery • Own and drive initiatives from conception to deployment and monitoring • Collaborate with data scientists, engineers, product managers, and other key stakeholders in a fast-paced cross-functional environment

Requirements

• 3+ years of experience building and maintaining production-quality software systems • Background in software engineering, data engineering, MLOps, data science, or research • Experience with popular ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn) • Experience with containerization (e.g., Docker) and/or container-orchestration systems (e.g., Kubernetes, Argo CD) • Proficiency in deep learning/machine learning deployment and inference systems • Familiarity with ML engineering best practices • Experience with databases and/or data warehouses (e.g., DynamoDB, Snowflake or Redshift) • Experience with distributed data processing and streaming frameworks (e.g., Apache Spark, Apache Kafka) • Experience with workflow orchestration tools (e.g., Apache Airflow) • Ability to develop user-centric solutions and effectively translate stakeholder needs into technical requirements • Experience with cloud platforms (experience with AWS and/or Terraform is a plus)

Benefits

• Market competitive salary • Equity • Comprehensive benefits • Commissions plans or annual discretionary performance bonus