Software Engineer II - Detection

Posted 7 Hours Ago
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Hiring Remotely in USA
Remote
149K-175K Annually
1-3 Years Experience
Security • Cybersecurity
The Role
As a Software Engineer II, you will build and manage scalable, fault-tolerant infrastructure for email security. Collaborating with ML Engineers and Data Scientists, you will standardize detection processes, develop tools for insight into detection efficacy, and engage in the software development lifecycle.
Summary Generated by Built In

About the Role

At Abnormal Security, we are on a thrilling mission to safeguard the world's largest enterprises against a vast range of relentless email attacks. We protect our customers against adversaries who are constantly evolving their techniques and tactics to outwit and undermine the traditional approaches to Email Security. That’s what makes our novel behavioral-based approach so…Abnormal. Abnormal has constantly been named as one of the top cybersecurity startups and our behavioral AI system has helped us win various cybersecurity accolades resulting in being trusted to protect more than 15% of the Fortune 500 (and ever growing).

As a Software Engineer II on our team, you will face the exciting challenge of building and managing the foundational infrastructure that drives detection for our inbound email security product. This infrastructure needs to be scalable, extensible, and user-friendly. You will collaborate closely with ML Engineers, Data Scientists, and fellow Software Engineers to minimize the risk and impact of efficacy degradation caused by uncontrollable factors. Your efforts will ensure our inbound email security product is fault-tolerant and resilient against outages. Your contributions will directly influence the success of our Email Security product and Abnormal as a whole.

What you will do

  • Standardize overall message detection flow and decisioning logic and allow our infrastructure to scale with an increasing number of customers, messages, signals, and detectors
  • Build tooling and infrastructure that will enable engineers to push changes confidently and safely
  • Develop tools and mechanisms that provide insight into detection efficacy and generate actionable steps to maintain high performance
  • Guarantee seamless integration with other Abnormal products (e.g., Abuse Mailbox), and present detection outputs through a standardized interface for use by other Abnormal solutions.
  • Write code with testability, readability, edge cases, and errors in mind biasing towards simple iterative solutions
  • Write and review technical design documents
  • Participate in Sprint planning, code reviews, standups, and other aspects of the software development life cycle

Must Haves

  • 2+ years experience designing and building  software applications
  • Experience with large scale systems with an emphasis on data intensive applications that require high availability, throughput, and low latency
  • Experience with SQL and NoSQL databases such as PostgreSQL, DynamoDB, Redis, etc…
  • Experience debugging using log analytic tools, metrics, and other signals
  • Proven experience translating business requirements into software requirements and delivering high quality implementations
  • Strong ability to independently solve complex problems
  • Ability to work effectively with cross-functional teams
  • BS degree in Computer Science, Software Engineering, Information Systems or other related engineering field

Nice to Haves

  • Experience with Go and Python
  • Experience in the cybersecurity industry, financial fraud, application security, or related industries
  • Experience with big data, statistics, and Machine Learning
  • Experience with Airflow, Kubernetes, Kafka, Spark, Pandas
  • Experience with algorithms and optimization


#LI-RT1

At Abnormal Security certain roles are eligible for a bonus, restricted stock units (RSUs), and benefits. Individual compensation packages are based on factors unique to each candidate, including their skills, experience, qualifications and other job-related reasons. We know that benefits are also an important piece of your total compensation package. Learn more about our Compensation and Equity Philosophy on our Benefits & Perks page.

Base salary range:

$148,800$175,000 USD

Top Skills

Go
Python
The Company
San Francisco, CA
175 Employees
On-site Workplace
Year Founded: 2018

What We Do

The Abnormal Security platform protects enterprises from targeted email attacks. Abnormal Behavior Technology (ABX) models the identity of both employees and external senders, profiles relationships and analyzes email content to stop attacks that lead to account takeover, financial damage and organizational mistrust. Though one-click, API-based Office 365 and G Suite integration, Abnormal sets up in minutes and does not disrupt email flow.
Abnormal Security was founded in 2018 by CEO Evan Reiser, CTO Sanjay Jeyakumar, Head of Machine Learning Jeshua Bratman, and Founding Engineers Abhijit Bagri and Dmitry Chechik. The team previously built behavioral profiling and machine learning technologies at Twitter, Google and Pinterest that are being applied to solve a problem that costs organizations $1 billion per year, according to the FBI. The Abnormal Security platform stops targeted phishing, business email compromise and account takeover attacks that have never been seen before.

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