drjobs Lead Machine Learning Engineer - StreamLine Label Integrations Team

Lead Machine Learning Engineer - StreamLine Label Integrations Team

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1 Vacancy
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Job Location drjobs

Los Angeles, CA - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

About Topanga
At Topanga were transforming kitchen operations with AIpowered solutions that help leading commercial kitchens waste less and save more. Our products including the awardwinning ReusePass program and StreamLine a food waste mitigation and workflow automation tool are used by industry leaders to drive measurable impact and cost savings. Win. Win.

Were an earlystage technology company with productmarket fit entering our next phase of explosive growth. We have a strong sense of mission and direction accompanied by constant testing and iteration.

Our team is a passionate mix of technologists foodies designers and problem solvers who believe that building efficient systems can create a future of abundance. Were passionate about solving hard problemsthrough questioning debate and ultimately committing to a shared direction we create solutions that matter.

What to Expect
Today were a remotefirst team with a main office hub in LA where the team goes in 23 days per week. The rest of our team is distributed across the U.S. with a growing presence in NYC. We strive to compensate and offer benefits that are above market for the given role and stage of the company. Pay may be a combination of salary commission and/or equity depending on role and seniority. Full time employees are eligible for health benefits and 401k enrollment.

You should expect a selfregulated PTO policy and a culture that promotes using at least three continuous weeks every year. (Yes 12 days of camping with no cell service is encouragedfresh air is good for us). We sign off at 2:30 p.m. on Fridays observe long weekends and respect that some days you wake up and your head just aint in it.

We encourage each others pursuit of hobbies passions and experiences outside of work. We acknowledge that careers tend to be zigzags not straight lines. This is great as long as the time spent working is fulfilling. Basically our jobs do not define us but they can add purpose.

The role

The Lead Machine Learning Engineer sits on the StreamLine Label & Integrations team and reports to the CTO. This role is responsible for leading development of Topangas implementation of classical and foundational models to achieve accurate and performant machine understanding of food production data sets. This will include defining the strategy developing and testing different approaches collaborating with the Lead Software Engineer to define production deployment architecture and performing the technical of the plan. This role will also contribute to the longer term strategic use of AI across Topangas product lines.

You should have

    • Experience applying foundational LLM models to solve real problems including deploying finetuning and integrating these models into production environments.
    • Worked on prompt engineering experimenting with different approaches to enhance taskspecific LLM performance.
    • 5 years of experience as a software engineer with a strong focus on backend development.
    • Proficiency in Python.
    • Experience using statistical methods to measure performance improvements of different models and implementations of the same model.

You might have

    • Experience improving performance of multi modal LLMs with image and/or audio input.
    • Experience integrating RLHF workflows into performance tuning.
    • Experience building within AWS using services such as Lambda DynamoDB AppSync GraphQL etc.
    • Experience working with ML models other than foundational LLMs. Yes there was a before time.
$150000 $190000 a year
plus equity

Employment Type

Full-Time

Company Industry

About Company

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