Senior Machine Learning Engineer

Toast is pushed by constructing the restaurant platform that helps eating places adapt, take management, and get again to what they do finest: constructing the companies they love.

Bready* to make a change?

Toast is on the lookout for a Senior Machine Studying Engineer to hitch the AI crew. The perfect candidate has a stable observe report within the product-oriented growth and deployment of machine studying fashions. As a Senior Machine Studying Engineer, you’ll work with a crew of machine studying engineers, information scientists and product managers to construct machine studying pipelines and deploy fashions for product strains.

About this roll* (Tasks) 

• Work with a crew of machine studying engineers and information scientists to develop sturdy machine studying mannequin pipelines, architect and implement APIs, and create microservices targeted on optimizing latency, availability, and total efficiency. 
• Implement finest practices for model management, code overview, testing, and documentation, fostering a tradition of high-quality software program growth
• Keep present with the most recent instruments, applied sciences, and finest practices in machine studying engineering and cloud-based infrastructure, and drive steady enchancment inside the crew
• Monitor, troubleshoot, and optimize the efficiency of machine studying fashions and associated infrastructure
• Embrace agile growth methodologies, uphold finest practices, and seize ongoing studying alternatives. 
• Have interaction in collaborative efforts with cross-functional groups, together with product managers and engineers, to make sure the supply of superior high quality merchandise.

Do you will have the proper components*? (Necessities)

• Bachelor’s diploma in Laptop Science, a associated technical self-discipline, or equal hands-on expertise. 
• A minimal of 4 years of business expertise in deploying machine studying fashions.
• Expertise with the next languages (Java/Kotlin, Python, Scala) and ideally ML frameworks (scikit-learn, Tensorflow, PyTorch)
• Expertise with microservice primarily based structure, ideally with AWS tooling (SageMaker, DynamoDB, Athena, Glue, and so forth.)
• Expertise in software program engineering finest practices and instruments together with object-oriented programming, test-driven growth, CI/CD, git, shell scripting, job orchestration
• Profound data of mannequin deployment, orchestration (Apache airflow), scaling, and managing CPU/GPU sources effectively. 
• Distinctive problem-solving, analytical abilities and the flexibility to deal with advanced issues with a important considering strategy. 
• Excellent communication and interpersonal abilities, coupled with a demonstrated potential to work collaboratively inside a crew setting.
• Foundational data in statistical ideas (e.g. classification, regression, and so forth) and deep studying algorithms (e.g. CNN, RNN) is fascinating
• Expertise with generative model-based pipelines from idea to manufacturing.

Bonus components*:

• Capacity to debug and resolve technical points throughout the total stack is a plus.
• Expertise in creating and constructing net purposes utilizing HTML, CSS, JavaScript and React is a plus.
• Expertise in information engineering and programming frameworks comparable to Spark and Ray is a powerful plus.

 

Our Unfold* of Whole Rewards
We attempt to supply aggressive compensation and advantages packages that assist to draw, retain, and encourage one of the best and brightest individuals in our business. Our complete rewards bundle goes past nice earnings potential and gives the means to a wholesome life-style with the pliability to satisfy Toasters’ altering wants. Study extra about our advantages at https://careers.toasttab.com/toast-benefits.

*Bread puns inspired however not required

#LI-Remote

The bottom salary vary for this function is listed beneath. The beginning wage will likely be decided primarily based on abilities and expertise. Along with base wage, our complete rewards parts embrace money compensation (additional time, bonus/commissions if eligible), fairness, and advantages.Pay Vary$108,000—$173,000 CAD

 

We’re Toasters

Range, Fairness, and Inclusion is Baked into our Recipe for Success.

At Toast our workers are our secret ingredient. When they’re powered to succeed, Toast succeeds.

The restaurant business is without doubt one of the most numerous industries. We embrace and are excited by this range, believing that solely by authenticity, inclusivity, excessive requirements of respect and belief, and main with humility will we be capable to obtain our targets.

Baking inclusive ideas into our firm and variety into our design gives equitable alternatives for all and enhances our potential to be first in school in all features of our business.

Bready* to make a change? Apply in the present day!

Toast is dedicated to creating an accessible and inclusive hiring course of. As a part of this dedication, we attempt to supply cheap lodging for individuals with disabilities to allow them to entry the hiring course of. Should you want an lodging to entry the job utility or interview course of, please contact [email protected].