Abnormal
AI
SoftwareEngineerII-ModelPlatform
Neural analysis suggests this role is
optimal for Mid candidates.
“Software Engineer II - Model Platform at Abnormal. Skills: Model Platform engineering, Model Serving infrastructure, distributed systems, cloud platforms, real-time data pipelines, streaming services. architect, design, build, deploy and maintain Model Serving infrastructure. Own projects that scale our model serving and data processing services”
What You'll Achieve.
making feature development at Abnormal a fast, responsive, stable, and confident experience for our ML and Data Science team; handle 10x the traffic we serve today
Industry & Context.
Excellent problem-solving skills; ability to work independently in a fast-paced environment; capable of breaking down complex challenges into manageable steps and iterating on solutions
What They're Looking For.
Must Have
4+ years of experience as a Software Engineer or in a similar role, 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, 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, Excellent problem-solving skills, ability to work independently in a fast-paced environment, capable of breaking down complex challenges into manageable steps and iterating on solutions, balancing immediate needs with long-term scalability, growth driven & looking to increase impact & responsibility over time, 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
What You'll Do.
deploy and maintain Model Serving infrastructure
Own projects that scale our model serving and data processing services
near real-time streaming pipelines
and online feature serving services
How You'll Work.
Team & Collaboration
Collaborate closely with MLE and Data Science teams
Communication Scope
asynchronous communication; written communication
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 n
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