Senior Software Engineer I - ML Engineer

1 Day ago • 4-6 Years

Job Summary

Job Description

As a Machine Learning Engineer at Sumo Logic, you will contribute to the design and development of innovative ML-powered product capabilities. This includes the entire feature lifecycle: ideation, dataset construction, experimental validation, prototyping, production implementation, deployment, and operations. You will also be responsible for identifying and validating opportunities for ML application, assessing requirements, driving technical delivery, helping design and implement scalable backend systems, and collaborating with the team to deliver solutions. The role involves working with high-volume data and cloud environments.
Must have:
  • B.Tech, M.Tech, or Ph.D. in Computer Science or related field
  • 4-6 years of industry experience with proven track record
  • Experience formulating use cases as ML problems
  • Solid grounding in core ML concepts and basic statistics
  • Experience in software engineering in cloud environments
Good to have:
  • Cloud-based application and infrastructure deployment
  • Experience with common ML libraries and components
  • Experience with relevant cloud provider services
  • LLM core concepts, libraries, and application design patterns
  • Experience in multi-threaded programming
  • Agile software development experience is a plus

Job Details


Senior Software Engineer I - ML Engineer 

The proliferation of machine log data has the potential to give organizations unprecedented real-time visibility into their infrastructure and operations. With this opportunity comes tremendous technical challenges around ingesting, managing, and understanding high-volume streams of heterogeneous data.

As a Machine Learning Engineer at Sumo Logic, you will actively contribute in the design and development of innovative ML-powered product capabilities to help our customers make sense of their huge amounts of log data. This involves working through the entire feature lifecycle including ideation, dataset construction, experimental validation, prototyping, production implementation, deployment, and operations.

Responsibilities

  • Identifying and validating opportunities for the application of ML or data-driven techniques
  • Assessing requirements and approaches for large-scale data and ML platform components
  • Driving technical delivery through the full feature lifecycle, from idea to production and operations
  • Helping the team design and implement extremely high-volume, fault-tolerant, scalable backend systems that process and manage petabytes of customer data.
  • Collaborating within and beyond the team to identify problems and deliver solutions
  • Work as a member of a team, helping the team respond quickly and effectively to business needs.  

 

 Requirements

  • B.Tech, M.Tech, or Ph.D. in Computer Science or related discipline
  • 4-6 years of industry experience with a proven track record of ownership and delivery
  • Experience formulating use cases as ML problems and putting ML models into production
  • Solid grounding in core ML concepts and basic statistics
  • Experience with software engineering of production-grade services in cloud environments handling data at large scale

 

 Desirable:

  • Cloud-based application and infrastructure deployment and management
  • Common ML libraries (eg, scikit-learn, PyTorch) and components (eg, Airflow, MLFlow)
  • Relevant cloud provider services (eg, AWS Sagemaker)
  • LLM core concepts, libraries, and application design patterns
  • Experience in multi-threaded programming and distributed systems
  • Agile software development experience (test-driven development, iterative and incremental development) is a plus.

 

About Us

Sumo Logic, Inc., empowers the people who power modern, digital business.  Sumo Logic enables customers to deliver reliable and secure cloud-native applications through its SaaS analytics platform. The Sumo Logic Continuous Intelligence Platform™ helps practitioners and developers ensure application reliability, secure and protect against modern security threats, and gain insights into their cloud infrastructures. Customers worldwide rely on Sumo Logic to get powerful real-time analytics and insights across observability and security solutions for their cloud-native applications. For more information, visit www.sumologic.com.

#LI-Remote



Similar Jobs

Ubisoft - UI/UX Designer (Mobile Gaming)

Ubisoft

Barcelona, Catalonia, Spain (Hybrid)
3 Weeks ago
WongDoody - Experience Designer

WongDoody

Sydney, New South Wales, Australia (On-Site)
1 Day ago
Miniclip - Game Designer

Miniclip

Netherlands (On-Site)
2 Weeks ago
Magic Media - Lead 3D Environment Artist

Magic Media

Catalonia, Spain (Remote)
1 Month ago
ARVORE Immersive Experiences - Tech Artist

ARVORE Immersive Experiences

São Paulo, State Of São Paulo, Brazil (Remote)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Vigaet - Internship - Mechanical Engineer

Vigaet

Bengaluru, Karnataka, India (On-Site)
6 Months ago
WongDoody - SR. DESIGNER, EXPERIENCE DESIGN CONSULTANT

WongDoody

Sydney, New South Wales, Australia (On-Site)
7 Months ago
PlayStation Global - Lead Tech Artist

PlayStation Global

United States (Remote)
2 Months ago
Perplexity AI - AI Software Engineer

Perplexity AI

San Francisco, California, United States (On-Site)
9 Hours ago
Google - Customer Engineer, SAP, Google Cloud

Google

Addison, Texas, United States (On-Site)
2 Weeks ago
Hudl - Group Product Manager - High School Sports

Hudl

Lincoln, Nebraska, United States (On-Site)
1 Day ago
In The Pocket - Design Engineer

In The Pocket

Bucharest, Bucharest, Romania (On-Site)
1 Month ago
LightForce Orthodontics - Test Technician

LightForce Orthodontics

Wilmington, Massachusetts, United States (On-Site)
7 Hours ago
Lucid Reality Labs - UI/UX Designer

Lucid Reality Labs

Poland (Remote)
2 Months ago
The Walt Disney Company - Lead Software Engineer

The Walt Disney Company

Burbank, California, United States (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Worldwide

Looks like we're out of matches

Set up an alert and we'll send you similar jobs the moment they appear!

Similar Category Jobs

Looks like we're out of matches

Set up an alert and we'll send you similar jobs the moment they appear!

About The Company

Sumo Logic turns insights into action by enabling customers to deliver reliable and secure cloud-native applications through its Sumo Logic SaaS Log Analytics Platform.

View All Jobs

Get notified when new jobs are added by Sumo Logic

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug