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Sr Machine Learning Engineer (AI)



Software Engineering, Data Science
Posted on Thursday, July 11, 2024

Sr. Machine Learning Engineer (AI)

Who We Are

At the birth of digital, Claravine noticed a persistent problem with data integrity. This discovery led to a unique category solution that continues to redefine how top brands and agencies manage the digital experience. We take the drama out of data by standardizing data at the source, giving people, teams and technology a shared understanding of their data.

What We Do

Claravine is The Data Standards Company. We help brands and agencies deliver on the promise of modern marketing by standardizing taxonomies, naming conventions, and metadata across all digital experiences at the source of data creation. That’s why a quarter of the Fortune 100 use our platform, The Data Standards Cloud, to define, apply and connect standards across their ecosystem for faster decisions, greater agility, and increased ROI.

We Are Hiring

The Senior Machine Learning Engineer at Claravine is a pivotal part of our AI Team, contributing expertise to designing, implementing and deploying ML services . This role contributes to the development of backend solutions and collaborates with cross-functional teams to ensure the reliability, scalability, and performance of our solutions.

What You’ll Do

Technical Contribution:

  • Contribute to the design and implementation of media classification models for videos and images, next-generation semantic search and insights for seamless integrations with the Claravine Data Standard Cloud Platform and third-party systems.
  • Collaborate with cross-functional teams to gather requirements and deploy solutions that align with business goals.
  • Implement AI classification performance improvements through model tuning and making innovative bets using media processing and analysis libraries.
  • Mentor and guide junior engineers, fostering a culture of continuous learning.
  • Apply API design, RESTful principles to handle various data formats to/from ML services.
  • Collaborate with product managers and additional stakeholders to understand customer needs and deliver high-quality solutions.

Collaboration and Problem Solving:

  • Work closely with platform and integration engineers, DevOps, and QA teams to ensure end-to-end quality and smooth deployment of AI features.
  • Communicate effectively with team members and stakeholders, providing regular updates and soliciting feedback.
  • Troubleshoot and resolve issues related to scaling, model confidence and quality, identifying opportunities for improvement and optimization.

Tech Stack

  • Python
  • CLIP
  • AV
  • CV
  • PyTorch
  • Mysql
  • Postgres
  • Vector databases
  • AWS
  • Agents and LLMs are a plus

Keys to Success

  • 5+ years of ML engineering experience with increasing responsibility
    • Professional experience writing enterprise code
    • Desire to learn and solve problems no matter the technology
    • Excellent written and verbal communication skills
    • Strong attention to detail and problem-solving skills
  • Bachelor’s or Master’s degree in Computer Science or a related field.
  • Strong problem-solving skills and the ability to write clean, maintainable code.
  • Excellent communication skills, both written and verbal.

The starting salary for this role begins at $145,000 (US based) and is commensurate with experience and a demonstrated ability to drive meaningful results.