Senior Software Engineer, Sumo Logic
ML Engineer
Continuous intelligence platform for DevSecOps
Open for applications
Continuous intelligence platform for DevSecOps
501-1000 employees
Open for applications
501-1000 employees
Company mission
Sumo Logic's mission is to create the leading machine data analytics platform that delivers continuous intelligence for modern applications.
Role
Who you are
- B.Tech, M.Tech, or Ph.D. in Computer Science or related discipline
- 5+ years of industry experience with a proven track record of ownership and delivery
- 5+ years of experience working cross-functionally with both technical and non-technical teams
- Solid grounding in core ML concepts and basic statistics
- Languages: expert level with Python, familiarity with JVM languages is a plus
- LLM core concepts, libraries, and application design patterns
- Experience defining program requirements and using data to drive improvements
Desirable
- Common ML libraries (eg, scikit-learn, PyTorch) and components (eg, Airflow, MLFlow)
- Relevant cloud provider services (eg, AWS Sagemaker)
- Agile software development experience (test-driven development, iterative and incremental development) is a plus
- LLM Ops experience - Infrastructure, Performance & Observability
What the job involves
- As a Machine Learning Engineer, you'll be the driving force behind creating the magic that powers the next generation of AI tools
- In this groundbreaking role, you’ll help develop and refine prompt engineering techniques, constantly exploring innovative ways to improve generative AI
- Design and create prompts that guide large language models to produce specific, accurate, and exceptional responses
- Craft precise and creative prompts that guide AI toward desired outcomes, fine-tuning the results for accuracy and excellence
- Collaborate with Product Leads, Data Engineers, Developers, and other creative minds to translate needs into effective prompts, enhancing the impact of AI solutions
- Test and evaluate the effectiveness of both existing and newly developed prompts. - Develop and maintain a comprehensive library of prompts, ensuring clarity, effectiveness, and best practice sharing. Experience with Prompt evaluation is also critical to this role
- Work with cross-functional teams to integrate prompt engineering models into production environments
- Work as a member of a team, helping the team respond quickly and effectively to business needs
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Insights
Company
Company benefits
- Vision & Dental Benefits
- Generous Parental Leave
- Unlimited paid time off policy
- Work from home opportunities
- Health insurance
Funding (last 2 of 6 rounds)
May 2019
$110m
SERIES G
Jun 2017
$77.3m
SERIES F
Total funding: $342.3m
Our take
Sumo Logic is a secure, cloud-native, machine data analytics service, delivering real-time, continuous intelligence from structured, semi-structured, and unstructured data across the entire application lifecycle and stack. More than 2,000 customers around the globe rely on Sumo Logic, including Pokemon, Canary, and Greenhouse.
Customers gain a multi-tenant, service-model advantage to accelerate their shift to continuous innovation, increasing competitive advantage, business value and growth.
After its IPO in 2020, February 2023 saw Sumo Logic agree to a $1.7 billion valued acquisition deal from Francisco Partners. This comes after a year that saw its stock drop by 40%. This marks an exciting new chapter for Sumo Logic, its parent company has a track record for acquiring successful tech and software businesses such as MyHeritage and Renaissance Learning. Exemplifying its potential in its new Francisco Partners era, Sumo Logic was named a "Challenger" company in the 2024 Gartner Magic Quadrant for Security Information and Event Management.
Freddie
Company Specialist at Welcome to the Jungle