Software Engineer II - Model Platform

Abnormal AI, Inc.

$100K — $140K *
US-AnywhereRemote in Canada
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4+ years of experience as a Software Engineer or similar role focusing on data-driven solutions.
  • Proficiency in AI tools for enhancing engineering deliverables and software system development.
  • Experience managing large-scale distributed systems on cloud platforms like AWS, GCP, or Azure.
  • Familiarity with real-time and near real-time data streaming and pipeline services.
  • Strong independent problem-solving abilities in fast-paced environments.
  • Growth-oriented with a focus on increasing responsibility over time.
  • Solid foundation in computer science principles, data structures, and performance optimization.

Responsibilities

  • Architect, design, build, deploy, and maintain Model Serving infrastructure for the Detection Engine.
  • Scale model serving and data processing services to accommodate significantly increased traffic.
  • Manage real-time and near real-time streaming pipelines and online feature serving services.
  • Collaborate with MLE and Data Science teams to integrate feedback and align strategy with execution.

Benefits

  • Opportunity to work on cutting-edge technologies in AI and cybersecurity.
  • Collaborative environment with a focus on innovation and solution-oriented thinking.
  • Potential for significant professional growth and increased impact within the company.
  • Engagement with distributed teams, enhancing communication skills in a global context.
Full Job Description
About the Role

Abnormal AI is looking for a Software Backend Engineer II to join the Detection Team. The Detection Division is focused on building the world's most advanced technology for identifying and stopping email and cloud-based attacks that were previously undetectable and help make the world a safer place. As a Software Engineer focused on building systems for Detection's Model Platform, you will be responsible for making feature development at Abnormal a fast, responsive, stable, and confident experience for our ML and Data Science team.

The ideal candidate would have the following qualities:
  • A first principles approach to building scalable, customer-centric solutions
  • A drive to solve meaningful & pragmatic problems for real-world people
  • An ownership and impact oriented outlook on your efforts and growth
  • An ability to iterate in real-time-solving novel problems, quickly and autonomously
  • An ability to iterate in real-time - solving novel problems, quickly and autonomously
What you will do
  • Leverage the industry standard AI tools to architect, design, build, deploy and maintain Model Serving infrastructure that supports a world-class Detection Engine
  • Own projects that scale our model serving and data processing services to handle 10x the traffic we serve today
  • Own real-time, near real-time streaming pipelines, and online feature serving services
  • Collaborate closely with MLE and Data Science teams by distilling feedback, correlating it to strategy, and executing
Must Haves
  • 4+ years of experience as a Software Engineer or in a similar role, with hands-on experience in building data-focused solutions.
  • Proficiency leveraging AI tools to accelerate engineering outcomes, through the discovery, design, implementation and rollout of software systems
  • Experience with maintaining large scale distributed systems on cloud platforms such as AWS, GCP, or Azure, including a strong grasp of best practices in cloud-based engineering.
  • Familiarity with maintaining real-time and near real-time data pipelines or streaming services
  • Experience working with distributed teams, proficient in asynchronous and written communication
  • Excellent problem-solving skills and the ability to work independently in a fast-paced environment. You're capable of breaking down complex challenges into manageable steps and iterating on solutions, balancing immediate needs with long-term scalability.
  • You're growth driven & looking to increase impact & responsibility over time
  • Strong fundamentals in computer science, data structures, and performance optimization.
  • BS degree in Computer Science, Applied Sciences, Information Systems or other related engineering field
Nice to Have
  • Familiarity with our stack (AWS, K8, Python/Django, Golang, Postgres)
  • Experience / passion in building scalable, enterprise-grade applications.
  • Experience with web security (eg. OWASP top 10)
  • Familiarity with AI development tools such as Cursor, GitHub Copilot, or Claude.

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