VMware Carbon Black

Machine Learning Engineer, Staff Ii

3+ months agoBellevue, WA

Search Jobs

Job Description

We are a hard-working, diverse product organization building a SaaS cloud security platform to deliver the future of cloud security and governance. We live and breathe distributed systems, horizontally scaled microservice architectures, graph data models, security-focused data analytics and data science, cloud services, and high availability designs all with integrated instrumentation and logging. We are seeking capable problem solvers and critical thinkers with growth mindsets to join our team. While we have a high bar for commitment and performance, we also expect our work to be balanced, fun and fulfilling.

We're looking to add a senior machine learning engineer to the team that is building new features into our data collection pipeline. You will establish foundational infrastructure that powers advanced analytics and "intelligence" within the Secure State platform. You will make expert decisions on pivotal technical and design choices based on operational considerations, constraints of our current product and customer-facing product roadmap. Subsequently you must be able to design, author, deploy, measure and operate analytics systems and features into a public cloud and Kubernetes-based SaaS platform. Your work will need to consider horizontal scale, data ingestion and storage challenges. You will take a technical leadership role in establishing AI/ML competency in the team and promoting and sustaining a culture of engineering and operational excellence in this domain.

Duties and Responsibilities:

  • Work with Product Management to establish the product roadmap for "intelligent" features within the platform and define the team's AI/ML technology vision
  • Leverage AI/ML techniques and technologies to extract value from complex and massive datasets for predicting security threats and vulnerabilities in public cloud infrastructure
  • Develop and prototype AI/ML algorithms and software tools and define and manage their effectiveness and quality metrics
  • Conduct quantitative data analysis using a variety of datasets, including developing retrieval, processing, fusion, analysis, and visualization tools for these various datasets
  • Work closely with security experts and customers to hear about requirements to guide the development of tools/algorithms
  • Increase the efficiency and quality of the threat and vulnerability discovery process by tightly integrating automated processes, AI/ML techniques and human SME/analyst expertise
  • Collaborate on end-to-end data projects: defining goals, implementing AI/ML solutions, integrating them and evaluating the impact
  • Lead and mentor junior developers working on these services
Requirements and Qualifications:
  • 5+ years industry experience prototype-to-production development of ML models
  • Ability to formulate operational problems in security domain as technical problems in the data pipeline
  • Experience and ability to distinguish applicability and effectiveness of supervised and unsupervised learning techniques and models when building AI/ML solutions
  • Understanding data generating processes, and the actual human and computational behavior from which data emerges
  • Knowledge of enterprise Public Cloud network deployments and configuration
  • Experience building large scale distributed fault tolerant services
  • Strong CS fundamentals including data structures, algorithms, and distributed systems
  • Fluent in at least one programming language and comfortable with software development processes and lifecycle
  • Expert software development skills, including developing and maintaining production quality code
  • Track record of identifying, implementing and describing creative solutions to complex problems
  • Ability to influence decisions with excellent verbal and written communication skills
  • Experience with cloud infrastructure - AWS, Azure or Google Cloud
This position is eligible for CHReferralCMBU ERP campaign.

VMware is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: VMware is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at VMware are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. VMware will not tolerate discrimination or harassment based on any of these characteristics. VMware encourages applicants of all ages. VMware will provide reasonable accommodation to employees who have protected disabilities consistent with local law.

Search Jobs

Job ID: carbon-R2101550