Simplify Logo

Full-Time

Engineering Manager

Machine Learning

Posted on 3/16/2023

SambaNova Systems

SambaNova Systems

51-200 employees

Enterprise-grade AI platform for data insights

Enterprise Software
AI & Machine Learning
Financial Services
Healthcare

Compensation Overview

$180k - $220kAnnually

Senior

Palo Alto, CA, USA

Category
AI & Machine Learning
Required Skills
Kubernetes
Docker
Natural Language Processing (NLP)
Computer Vision
Requirements
  • Proven experience leading a strike team from current engineers and external hiring for driving foundation models in natural language processing and computer vision through the production-grade ML lifecycle
  • Demonstrable experience building & maintaining infrastructure for building ML models & data curation techniques (including but not limited to logging and error handling, regression tests, interface standardization, and documentation), enabling high scalability and unlocking velocity within the team
  • Experience shipping ML artifacts to customer-facing products
  • Ability to act as an evangelist to harmonize high-throughput low-latency engineering processes for production-grade ML models in a fast-paced startup environment
  • Demonstrated experience with ML model evaluation concepts and core NLP techniques
  • Working experience with Kubernetes / docker
  • Working experience with building cloud services
Responsibilities
  • Build and lead a strike team from current engineers and external hiring for driving foundation models in natural language processing and computer vision through the production-grade ML lifecycle
  • Build and maintain infrastructure for building ML models and data curation techniques (including but not limited to logging and error handling, regression tests, interface standardization, and documentation), enabling high scalability and unlocking velocity within the team
  • Periodic shipping of ML artifacts to customer-facing products
  • Act as an evangelist to harmonize high-throughput low-latency engineering processes for production-grade ML models in a fast-paced startup environment
Desired Qualifications
  • Experience working in a high-growth startup
  • A team player who demonstrates humility
  • Action-oriented with a focus on speed & results
  • Ability to thrive in a no-boundaries culture & make an impact on innovation

SambaNova Systems provides an enterprise-grade AI platform that helps businesses analyze and gain insights from their data. The platform combines both hardware and software solutions, allowing clients to deploy advanced AI models like GPT and Llama efficiently. This enables organizations in various sectors, including healthcare, finance, and technology, to extract valuable information from large datasets. What sets SambaNova apart from its competitors is its focus on accelerating AI implementation, which helps clients achieve a competitive advantage in their industries. The company's goal is to drive AI innovation globally, as demonstrated by its involvement in significant projects like Saudi Arabia's NEOM smart city initiative.

Company Stage

Series D

Total Funding

$1.1B

Headquarters

Palo Alto, California

Founded

2017

Growth & Insights
Headcount

6 month growth

7%

1 year growth

24%

2 year growth

9%
Simplify Jobs

Simplify's Take

What believers are saying

  • SambaNova's recent achievements, such as breaking the Llama 3 speed record, demonstrate its technological prowess and potential for continued innovation.
  • Recognition at events like VentureBeat Transform 2024 positions SambaNova as a leader in cutting-edge AI technology.
  • The launch of the world's fastest AI inference service could attract significant enterprise interest and drive revenue growth.

What critics are saying

  • The competitive AI market, dominated by giants like OpenAI and Nvidia, poses a constant threat to SambaNova's market share.
  • High dependency on the success of proprietary hardware like the SN40L chip could be risky if technological advancements slow down.

What makes SambaNova Systems unique

  • SambaNova Systems offers a full-stack AI platform that integrates both hardware and software, unlike many competitors who focus on one or the other.
  • Their SN40L chip architecture provides unparalleled speed and efficiency, setting new benchmarks in AI inference performance.
  • The company's involvement in high-profile projects like NEOM and partnerships with industry leaders like BlackRock highlight its capability to drive large-scale AI innovation.

Benefits

Flexible PTO in US

Parental Leave

Benefits (medical, dental and vision)

Flexible Spending Accounts

401k/Pensions

Gym Access

Flexible Working Hours

INACTIVE