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Full-Time

Senior Engineer

Genai and ML

Posted on 6/6/2024

Sumo Logic

Sumo Logic

501-1,000 employees

Cloud-based data analytics and security platform

Consulting
Enterprise Software
Cybersecurity

Compensation Overview

$180k - $210kAnnually

+ Bonus + Equity Awards

Senior, Expert

Remote in USA

Category
Applied Machine Learning
AI & Machine Learning
Requirements
  • B.S. / M.S. / Ph.D. in Computer Science or related disciplines
  • 6+ years of industry experience with a proven track record of ownership and delivery
  • Experience with Gen-AI based technologies
  • Excellent collaboration and communication skills
  • Experience with software engineering of production-grade services in cloud environments
  • Experience formulating use cases as ML problems and putting ML models into production
  • Knowledge of and/or curiosity to learn about specific Sumo Logic customer problem domains
  • Operational excellence orientation
  • Solid grounding in core ML concepts, basic statistics, and the judicious use of abstraction
Responsibilities
  • Identifying and validating opportunities for the application of AI/ML or data-driven techniques
  • Driving technical delivery through the full feature lifecycle
  • Collaborating within and beyond the team to identify problems and deliver solutions
  • Assessing requirements and approaches for large-scale data and AI/ML platform components
  • Collaborating with UX/UI teammates on the usability of product features
  • Owning the uptime and reliability of delivered services and capabilities
  • Developing supporting tooling, automation, and microservices to accelerate the team

Sumo Logic provides data analytics and security tools that help businesses collect, analyze, and visualize large datasets. Their cloud-based platform allows medium to large enterprises to access services over the internet, making it flexible and scalable. Operating on a subscription model, clients pay a recurring fee based on their service level and data usage. The goal is to enable businesses to operate more efficiently and securely in a data-driven world.

Company Stage

Series G

Total Funding

$439.1M

Headquarters

Redwood City, California

Founded

2010

Growth & Insights
Headcount

6 month growth

1%

1 year growth

-2%

2 year growth

-12%
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Simplify's Take

What believers are saying

  • Recognition as a Challenger in the Gartner Magic Quadrant for SIEM highlights Sumo Logic's growing influence and credibility in the cybersecurity market.
  • Innovations like the MITRE ATT&CK Threat Coverage Explorer and Flex Licensing demonstrate Sumo Logic's commitment to continuous improvement and customer-centric solutions.
  • Strategic executive appointments and partnerships, such as with RSI Security, indicate strong leadership and collaborative potential for future growth.

What critics are saying

  • The competitive landscape in data analytics and cybersecurity is intense, with major players like Splunk and Datadog posing significant threats to market share.
  • Rapid technological advancements and the need for constant innovation may strain resources and lead to potential operational challenges.

What makes Sumo Logic unique

  • Sumo Logic's cloud-based platform offers unparalleled scalability and flexibility, allowing clients to access data analytics and security tools from anywhere without the need for on-premise installations.
  • Their subscription-based model ensures a steady revenue stream and predictable budgeting for clients, unlike competitors with more variable pricing structures.
  • Sumo Logic's focus on integrating AI and automation into their Cloud SIEM solution provides a unique edge in threat detection and remediation, setting them apart from traditional security solutions.

Benefits

Competitive base salary + bonus + RSU's

Unlimited PTO + 12 company holidays + 4 quarterly wellness days

100% remote or in office

Employee stock purchase plan- ESPP

Medical, Dental, Vision

Paid Parental leave

INACTIVE