Senior Machine Learning Engineer (MLops)

Tel Aviv

Full Time Senior-level / Expert USD 131K - 201K *

Melio

Intelligent, easy and free accounts payable software. Pay & get paid with Melio B2B payment solutions.

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Melio is a TLV-based Fintech startup (and tech Unicorn!) that enables small businesses in the US to pay their bills in more efficient ways. This improves their finances and frees them up to focus more on managing the businesses they love. With our unique approach to small business payments, we're the fastest-growing payment solution in the United States.

What makes Melio unique?

Well, we've made B2B payments as simple as P2P payment apps like Venmo and Bit. Currently, 42% of business payments in the US are made by check… yikes!

We're looking for a Senior Machine Learning Operations engineer (MLOps) that will join the Data Infrastructure team in defining, building, integrating, and deploying the Machine Learning Operation platform, services, and processes and be part of the big data operation.

The goal of an MLOps Engineer is to bridge the gap between development and production - between data science and engineering. Ultimately - deliver value to customers and stakeholders faster.

 

How You’ll Make An Impact

  • Manage infrastructure and configurations-as-code. Create reusable data pipelines and manage machine learning experiment job specifications as code, so that you can easily rerun and reuse a version of your experiment across environments
  • Enable continuous experimentation and comparison against a baseline model
  • Version control code, data, and experimentation outputs
  • Monitor the incoming data to detect data drift
  • Trigger model retraining and set-up a rollback just in case
  • Examine and communicate clearly the technology and architecture choices we make.
  • Continuously improve ML processes, tools, and standards

 

What we’d love to see

  • B.Sc. in Computer Science or equivalent.
  • Over 4 years of Python / Java / Scala software development, MLOps engineering, or technical architectural experience.
  • Experience in orchestrating Machine Learning solutions in production at scale.
  • Applied background in machine learning platform development, software development, CI/CD, and deployment patterns.
  • Experience in Data and ML Orchestration tools such as MLFlow, Snowflake, BigQuery, SageMaker, TensorBoard, Airflow - Advantage
  • Working with Data version control (DVC) and other data-related tools - Advantage

 

About us 

Melio builds business-to-business (B2B) payment tools so small business owners can spend less time in the back office and more time on their craft. As the fastest-growing B2B payment platform in the US, Melio is working hard to find new and better ways to help small businesses succeed in the ways that work best for them.

With offices in New York, Denver, and Tel Aviv, and a vibrant work culture, Melio is expanding every single day. We are a diverse group of people who love what we do and do what we love. If you are a driven and passionate team player, you will fit right in. We are an equal-opportunity employer and are always on the lookout for top-notch talent—please reach out if you would like to join us on this exciting journey!

* Salary range is an estimate based on our salary survey 💰

Tags: Airflow Big Data BigQuery CI/CD Computer Science Data pipelines Engineering FinTech Machine Learning MLFlow MLOps Pipelines Python SageMaker Scala Snowflake

Perks/benefits: Career development Startup environment

Region: Middle East
Country: Israel
Job stats:  4  0  0
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