Full-Time

AI/ML Architect

Posted on 6/27/2024

Balbix

Balbix

51-200 employees

AI-driven cybersecurity risk management platform

No salary listed

Mid, Senior

San Jose, CA, USA

Position requires onsite presence in San Jose, CA.

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
AI Research
AI & Machine Learning
Required Skills
Scikit-learn
Python
Tensorflow
Pytorch
Machine Learning
Natural Language Processing (NLP)
Reinforcement Learning
Requirements
  • A Ph.D. in Computer Science and Engineering or related field
  • 3+ years of experience in the field of Machine Learning, programming in Python, and building scalable distributed systems
  • Foundational knowledge of probability, statistics and linear algebra
  • Expertise in state-of-the-art AI algorithms such as deep-learning, NLP, probabilistic graphical models, graphical algorithms, reinforcement learning and time-series analysis
  • Knowledge of statistical analysis and modeling techniques, and model explainability
Responsibilities
  • Design and develop an ensemble of classical and deep learning algorithms for modeling complex interactions between people, software, infrastructure and policies in an enterprise environment
  • Design and implement algorithms for statistical modeling of enterprise cybersecurity risk
  • Apply data-mining, AI and graph analysis techniques to address a variety of problems including modeling, relevance and recommendation
  • Build production quality solutions that balance complexity and performance
  • Participate in the engineering life-cycle at Balbix, including designing high quality ML infrastructure and data pipelines, writing production code, conducting code reviews and working alongside our infrastructure and reliability teams
  • Drive the architecture and the usage of open source software library for numerical computation such as TensorFlow, PyTorch, and ScikitLearn

Balbix helps businesses manage and reduce the risk of data breaches through its cybersecurity platform, the Balbix Security Cloud. This platform uses artificial intelligence to gather and analyze data from various security and IT tools, providing a clear view of a company's cybersecurity risk in monetary terms. This allows businesses to identify and prioritize vulnerabilities effectively. Balbix serves a wide range of clients, from small teams to large Fortune 500 companies, and operates on a subscription model, where clients pay to access the platform. The service also includes professional support and training to help clients optimize their use of the platform. Balbix aims to enhance its clients' cybersecurity processes by offering real-time visibility into their security posture, enabling quicker resolution of security issues.

Company Size

51-200

Company Stage

Series C

Total Funding

$116.8M

Headquarters

San Jose, California

Founded

2015

Simplify Jobs

Simplify's Take

What believers are saying

  • Balbix's generative AI products are available in the AWS Marketplace.
  • Balbix's CRQ tools align with growing business interest in financial risk management.
  • Balbix automates CIS Benchmark compliance, aiding businesses with new SEC regulations.

What critics are saying

  • Generative AI evolution may outpace Balbix's current AI capabilities.
  • Shrinking cybersecurity budgets could reduce spending on Balbix's services.
  • Dependency on TRINEXIA may impact Balbix's market reach and customer service.

What makes Balbix unique

  • Balbix uses AI to quantify cyber risk in monetary terms.
  • The Balbix Security Cloud consolidates data from various security and IT tools.
  • Balbix's BIX AI assistant simplifies cyber risk management for Fortune 1000 companies.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Unlimited Paid Time Off

Growth & Insights and Company News

Headcount

6 month growth

↑ 4%

1 year growth

↑ 10%

2 year growth

↑ 10%
Security Boulevard
Dec 17th, 2024
Balbix is recognized in Forrester's CRQ Solutions Landscape, Q4 2024

Last week, Balbix was recognized in the Forrester Cyber Risk Quantification (CRQ) Solutions Landscape, Q4 2024.

SciTech and Digital
Dec 2nd, 2024
Balbix Launches Three New Generative AI Products in AWS Marketplace

Balbix launches three new generative AI products in AWS Marketplace.

Siam News Network
Oct 1st, 2024
Balbix Unveils Faster Ways to Remediate Cybersecurity Exposures

Balbix has long been recognized as a leader in exposure assessment, including being highlighted by Gartner as a representative vendor in the Exposure Assessment Platforms (EAP) category.

PR Newswire
Aug 6th, 2024
Balbix Unveils Bix: The Industry'S First Genai Powered Assistant For Cyber Risk And Exposure Management

BIX enables cybersecurity and business leaders to gain insight into their exposures and speed up cyber risk burn down while keeping your cyber risk data private.LAS VEGAS, Aug. 6, 2024 /PRNewswire/ -- Balbix , an AI-powered Cyber Risk and Exposure Management platform, introduced its BIX conversational AI assistant at Blackhat USA 2024. The BIX AI assistant is already in use at many Fortune 1000 companies as part of an early access program.Today, managing cyber risks requires identifying key vulnerabilities and understanding related threats, analyzing attack paths, evaluating the potential impact on business, and assessing how well security controls will work. Each of these tasks requires specific tools, integrations, dashboards, reports, and tickets with remediation steps, as well as dedicated personnel to oversee and manage these activities. However, with vast amounts of data from different sources, it is very challenging to understand and prioritize these risks and act quickly. Communicating cyber risks to those outside the security team is particularly difficult, as they often don't grasp the technical details or the consequences of potential security breaches.Imagine if managing cyber risk was as easy as asking a colleague a question and getting a clear, actionable answer

VentureBeat
May 25th, 2024
The Modern Ciso: Scapegoat Or Value Creator?

Join us in returning to NYC on June 5th to collaborate with executive leaders in exploring comprehensive methods for auditing AI models regarding bias, performance, and ethical compliance across diverse organizations. Find out how you can attend here. 2024 is already shaping up to be one of the most stressful years yet for CISOs. They are trying to defend their organizations against a growing number of threats as they increase in speed and complexity, fueled by emerging technologies like generative AI. It doesn’t help that cyber budgets are shrinking and CISOs can now be held personally liable for a breach, as was seen by the precedent-setting verdict against the former Uber CISO. To top it up, 61% of CISOs feel unprepared for a cyber-attack and 68% feel that their organization is at risk of an attack, according to Proofpoint. It’s no wonder that the modern CISO often feels like the scapegoat, with odds stacked against them.In working with hundreds of CISOs across leading Fortune 100 companies globally, I understand their biggest challenges as I help them shift to the role of value creator and trusted partner

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