Senior Software Developer in Test, CentML

Salary not provided

+ Employee stock options

AWS

Docker

Kubernetes

GCP

Python

Tensorflow

C++

Jenkins

Azure

PyTorch

Playwright

Senior and Expert level

San Francisco Bay Area

Toronto

Machine learning training platform

Open for applications

Machine learning training platform

21-100 employees

B2CArtificial IntelligenceMachine LearningSaaS

Open for applications

Salary not provided

+ Employee stock options

AWS

Docker

Kubernetes

GCP

Python

Tensorflow

C++

Jenkins

Azure

PyTorch

Playwright

Senior and Expert level

San Francisco Bay Area

Toronto

21-100 employees

B2CArtificial IntelligenceMachine LearningSaaS

Company mission

To pioneer novel technology to enhance computing efficiency, making AI accessible for innovation and to benefit the global community.

Job

Company

Role

Who you are

This role is ideal for someone passionate about quality, and test automation, who thrives in a fast-paced startup environment
5+ years of experience in software development or test automation, ideally in ML systems, distributed computing, or cloud infrastructure
Strong programming skills in Python (preferred), Go, or C++, with experience in test automation frameworks
Hands-on experience with PyTest, Playwright, JUnit, or similar frameworks
Deep understanding of CI/CD pipelines (GitHub Actions, Jenkins, or GitLab CI) and how to integrate automated tests
Experience with containerization (Docker, Kubernetes) and cloud platforms like AWS, GCP, or Azure
Experience in performance testing, load testing, and profiling distributed systems is a plus
Knowledge of ML frameworks (TensorFlow, PyTorch, JAX) and experience testing ML models or infrastructure is a big bonus
Familiarity with GPU/accelerator testing, scheduling, and monitoring tools is big bonus

What the job involves

We are looking for a Software Developer in Test (SDET) to design comprehensive test plans and establish a scalable test automation strategy across all of CentML’s products, ensuring reliability, performance, and efficiency
You will be responsible for designing and building automated testing, CI/CD enhancements, and robust validation frameworks
Evaluate our existing quality and performance testing frameworks, identify and document gaps
Design, build, and maintain test frameworks for backend APIs, and user-facing UIs
Develop and automate end-to-end integration tests, performance tests, and stress tests for workloads running on distributed systems
Enhance CI/CD pipelines with automated test execution, validation, and reporting
Identify, document, and track defects, working with teams to troubleshoot and resolve issues quickly
Improve test coverage and reliability while optimizing execution time
Conduct exploratory and manual testing when necessary to supplement automation

Our take

In an increasingly AI and ML-driven world, the demand for these technologies is skyrocketing, alongside their costs, leaving numerous companies without access to tools that could enhance their operations. CentML emerges as a solution, aiming to democratize AI and ML by making them more accessible and cost-effective for all.

Backed by a team with extensive expertise in AI, ML compilers, and ML hardware, CentML possesses a deep understanding of the inefficiencies prevalent in the industry. Among the challenges it addresses is the scarcity of AI chips. By meticulously analyzing clients' AI/ML requirements, CentML advises on suitable hardware options to optimize performance and minimize costs.

With its inception in 2022, CentML has swiftly garnered attention and funding, underscoring the market's appetite for its offerings. Recent funding will enable the company to further refine its product and conduct pivotal research in the field, solidifying its position as a pioneering force in democratizing AI and ML technologies.

Kirsty

Company Specialist at Welcome to the Jungle

Company

Funding (2 rounds)

Sep 2023

$26.8m

SEED

Jun 2022

$3.5m

SEED

Total funding: $30.3m

Company benefits

An open and inclusive culture and work environment
Fully stocked kitchen at the office
Full health and dental benefits
Parental Leave top-up for 6 months
Continuous education budget
Generous vacation - we're not saying unlimited, but if you need extra time to recharge, just ask

Company HQ

Yonge-Bay Corridor, Toronto, ON

Leadership

Gennady Pekhimenko

(Co-Founder & CEO)

Also an Associate Professor at the University of Toronto, a Faculty Member at Vector Institute, and a Research Co-Chair at MLCommons.

Shang Wang

(Co-Founder & CTO)

Graduate Student Researcher at Vector Institute. Previously a Senior Software Engineer at Nvidia.

Akbar Nurlybayev

(Co-Founder & COO)

Prior work includes Director of Engineering (Data Platform) at KAR Global and Software Development Manager at TradeRev.

Anand Jayarajan

(Co-Founder)

Previously a Research Fellow at the Indian Institute of Technology, and a Software Development Engineer at Flipkart.

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