Red Canary
Denver
201-500 employees
Red Canary's Security Operations Platform provides expert-driven advanced threat detection and response across your entire enterprise estate.
Other Open Roles
Prior Listings
Senior Data Scientist
Senior Data Scientist
This job is no longer open
Who We Are
Red Canary was founded to create a world where every organization can make its greatest impact without fear of cyber threats. We’re a cyber security company who protects, supports and empowers organizations to make better security decisions so they can focus on their mission without fear of cyber threats.
The combination of our market-defining technology and expertise prevents breaches every day and sets a new standard for partnership in the industry. We’re united in our commitment to customers and grounded in our values, which earned us a place on the Forbes Best Start-up Employers 2022 list. If our mission resonates with you, let’s talk.
What We Believe In
- Do what’s right for the customer
- Be kind and authentic
- Deliver great quality
- Be relentless
Challenges You Will Solve
Red Canary is looking for a Senior Data Scientist to work alongside our CIRT and Threat Intelligence teams to design, build, and manage innovative tooling which enables positive security outcomes for our team and customers.
In this role you will be responsible for manipulating and analyzing complex, high-volume data from our security operations platform. You will help drive a deeper understanding of Red Canary’s telemetry, develop and validate predictive machine learning models, improve existing approaches based on statistical methods, and partner with our CIRT to onboard and deploy tooling into production.
If you love data, cyber security, and having a direct impact on stopping cyber attacks at scale this is the role for you!
What You'll Do
- Work with large, complex data sets.
- Solve difficult, non-routine analysis problems, applying advanced analytical methods as needed.
- Conduct analysis that includes data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations.
- Build and prototype analysis pipelines iteratively to provide insights at scale.
- Train, validate, and tune predictive models related to data processed through the Red Canary security platform.
- Translate operational challenges into data pipelines and model frameworks.
- Deliver value to the business by transforming complex data into meaningful insights to power Red Canary products and customer security outcomes.
- Develop tooling that integrates into our Detection Engineering processes to help improve process efficiencies.
What You'll Bring
- 6+ years of relevant experience in Data Science.
- 6+ year(s) experience developing and deploying code to live production systems, ideally as part of a product team.
- 5+ years experience with a deep learning framework
- Has developed and deployed large scale real-time data pipelines and ETL tooling in production for a variety of applications
- Expert in performant, scalable data warehousing, data modeling and database design
- Comfortable with web service providers like AWS or GCE
- Familiar with CI/CD pipelines, infrastructure as code and container orchestration
- Familiar with microservice architecture and REST API design
- Expert knowledge with statistical tools or packages: Python (strongly preferred; pandas, scipy, numpy, scikit-learn, etc), R
- Experience with predictive models and performing data analysis
- Familiarity with deploying and maintaining models and data pipelines (Airflow, Argo, Kubernetes, etc.)
- Experience programmatically structuring and cleaning data, and not just analyzing highly cleaned data sets
- You're a self-starter, highly accountable and will take ownership of delivering your work
- Strong understanding of building models, ability to validate and measure efficacy of models via various metrics, and the knowledge to know what metrics make sense for which situation
- A strong foundation in probability, statistics, and algorithm development
- Programming skills that allow you to be self-sufficient in handling large datasets (Python, SQL, Scala, Java)
- Experience with Vector search databases is a plus.
Targeted base salary range: $135,000 - $165,000 + bonus eligibility and equity depending on experience
Why Red Canary?
Red Canary is where people embody our mission to improve security outcomes for all. People work hard to maintain a culture that encourages authenticity in order to do your best work. Our people are driven and committed to finding the best security outcomes, delivering real and actionable answers, and being transparent along the way.
At Red Canary, we offer a very rich benefits program to our full-time team members so they can focus on their families and improving our customers’ security. For a full list of benefits, please review our Benefits Summary:
https://resource.redcanary.com/rs/003-YRU-314/images/BenefitSummary2022forRecruiting.pdf
Individuals seeking employment at Red Canary are considered without regard to race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, veteran status, gender identity, or sexual orientation.
This job is no longer open