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Full-Time

Principal Software Engineer

ML Platform

Posted on 10/18/2023

SambaNova Systems

SambaNova Systems

51-200 employees

Enterprise-ready AI and deep learning platform

Government & Public Sector
AI & Machine Learning
Financial Services

Compensation Overview

$170k - $210kAnnually

+ Equity

Mid

Palo Alto, CA, USA

Category
Backend Engineering
Full-Stack Engineering
Software QA & Testing
Software Engineering
Required Skills
gRPC
Kubernetes
Python
Tensorflow
Data Structures & Algorithms
Keras
Docker
REST APIs
Requirements
  • Bachelor's or Master’s degree in Computer Science, Statistics, Mathematics, or related field
  • 4+ years of experience in software development
  • Basic familiarity with machine learning algorithms and tools (e.g., PyTorch, TensorFlow, Keras)
  • Strong programming skills in Python, OOP concepts, and experience contributing to production-grade large codebases
  • Familiarity with software engineering principles and best practices
  • Designing and developing REST and gRPC APIs
  • Experience with Docker and Kubernetes
  • Experience of tuning and delivering LLMs like GPT, LaMDA, BERT, etc.
Responsibilities
  • Collaborate with machine learning scientists, research engineers, hardware accelerator engineers, software engineers, and product managers to operationalize the delivery of foundational models
  • Lead cross-functional collaboration and provide mentorship to junior engineers
  • Standardize model building and usage process by defining right interfaces and building services to manage ML model lifecycle
  • Build and maintain pipelines for model building, tuning, validation, packaging and delivery
  • Build pipelines for data collection, cleansing, processing, feature extraction, etc.
  • Contribute to the testing, validation, and monitoring of models in production
  • Stay up-to-date with the latest developments in the field of machine learning and identify opportunities to incorporate new techniques and technologies into our solutions
  • Stay up-to-date with the latest open-source large language models

SambaNova Systems is a leader in the AI technology sector, specializing in providing a robust enterprise-ready AI platform that includes generative AI, computer vision, and model ownership technologies. The company focuses on accelerating AI and deep learning capabilities for a diverse range of industries, making it an excellent environment for those looking to push the boundaries in advanced AI applications. This, combined with a service model that offers quick deployment of state-of-the-art AI solutions, makes it a highly competitive and cutting-edge place to work.

Company Stage

Series D

Total Funding

$1.1B

Headquarters

Palo Alto, California

Founded

2017

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%

Benefits

Flexible PTO in US

Parental Leave

Benefits (medical, dental and vision)

Flexible Spending Accounts

401k/Pensions

Gym Access

Flexible Working Hours

INACTIVE