Senior Software Engineer, Sumo Logic

ML Engineer

$141-190k

AWS
Python
Airflow
Scikit-Learn
PyTorch
Sagemaker
Senior and Expert level
Remote from US

More information about location

Sumo Logic

Continuous intelligence platform for DevSecOps

Open for applications

Sumo Logic

Continuous intelligence platform for DevSecOps

501-1000 employees

B2BEnterpriseBig dataAnalyticsBusiness IntelligenceSaaS

Open for applications

$141-190k

AWS
Python
Airflow
Scikit-Learn
PyTorch
Sagemaker
Senior and Expert level
Remote from US

More information about location

501-1000 employees

B2BEnterpriseBig dataAnalyticsBusiness IntelligenceSaaS

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

Top investors

22% female employees

-7% employee growth in 12 months

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.

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Freddie

Company Specialist at Welcome to the Jungle