Staff Engineer, MLOps

2 Days ago • All levels

About the job

Summary_{By Outscal}

WHO WE ARE

Balbix is the world's leading platform for cybersecurity posture automation company. The Balbix Security Cloud uses AI and automation to reinvent how the World's leading organizations reduce their cyber risk. With Balbix, security teams can accurately inventory their cloud and on-prem assests, conduct vulnerability management and quantify their cyber risk in monetary terms.

Balbix counts many global 1000 companies among its rapidly growing customer base. We are backed by John Chambers (the former CEO and Chairman of Cisco), top Silicon Valley VCs and global investors. We have been called magical, and have received raving reviews as well as customer testimonials, numerous industry awards, and recognition by Gartner as a Cool Vendor, and by Frost & Sullivan.

ABOUT THIS ROLE

As a senior ML-OPs engineer you will work on automating AI/ML Workflow. You will solve problems related to massive cybersecurity and IT data sets. You will collaborate closely with our ML/AI Engineers, Data Scientists and Data Engineers to solve real-world problems plaguing cybersecurity. This role requires basic knowledge of ML and excellent knowledge of automation of ML Processes.

You will:

Design and implement automation of model training/handling feedback loop process (continuous training)
Implement solutions for continuous observability of ML models and their performance
Implement solutions for automation of ML Pipeline components deployment process with appropriate support for quality gate
Implement solutions for end to end tracking of model KPIs for a given dataset that support model versioning
Develop Platform and Modular approach in assisting quicker development of ML Models, including solutions for feature store, parameter store and time series data
Design solutions that are scalable and reduce time for ML model migration to prod
Build production quality solutions that are highly scalable and meet acceptance criteria of technical requirements
Interface with multiple teams, including ML, UI, backend and data engineering to ensure seamless data sourcing, handling, processing and visualizations.

You are:

Driven to experience and learn more about design, architecture, understanding end to end requirements and delivering solutions that can add value to the work
Collaborative and comfortable working across teams including data engineering, front end, Product Management, ML and DevOps
Responsible and like to take ownership of challenging problems
An effective communicator, including good documentation practices and articulating thought processes in a team setting
Comfortable with working in an agile environment
Curious about technology and the industry, and a constant learner

Life @ Balbix

At Balbix, we have built a culture that aligns to our values of ownership, customer focus, curiosity, tenacity, innovation, judgement, teamwork, communication, honesty and impact. In joining our team you’ll work with very motivated and knowledgeable people, build pioneering products and utilize cutting-edge technology. Our Balbix team members see rapid career growth opportunities stemming from our culture of alignment, bottom up innovation, our clarity of goals and unrelenting mission. Last but not least, developing the world's most advanced platform to address what the most important (and hardest) technology problem facing mankind today is exceptionally rewarding!

Benefits & Perks

Balbix offers comprehensive medical, dental, vision, life insurance and long-term disability coverage for you and your family. Our Flex Time Off policy encourages you to take time off when you need it because we know and value how hard you work. When it comes to our offices it’s location, location, location we’re right next door to Santana Row so you can enjoy your time in (and out) of the office!

More information at https://www.balbix.com/company/careers/

Please reach out if you want a seat on our rocket-ship and are passionate about changing the cybersecurity equation.

At Balbix we’re proud to be an equal opportunity workplace dedicated to equality, fairness and human kindness.

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About The Company

Balbix

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Balbix enables organizations to reduce cyber risk by identifying and mitigating their riskiest cybersecurity issues faster.

The Balbix Security Cloud™ platform ingests data from an organization’s security and IT tools to understand every aspect of cybersecurity posture and build a unified cyber risk model, then provides actionable insights for risk reduction. With Balbix, enterprises can automate inventory of their cloud and on-prem assets, conduct continuous risk-based vulnerability management and quantify cyber risk in dollars. Executives and operational teams can make cybersecurity decisions based on data not opinions.

A rapidly growing set of Fortune 500 companies trust Balbix as the “brain” of their infosec programs and are realizing the benefits of maximally automated workflows and reduced cyber risk. Balbix was recognized in CNBC‘s 2022 list of Top 25 Startups for the Enterprise and ranked #32 on the 2021 Deloitte Fast 500 North America.