Machine Learning Engineer

What you’ll do:

We’re MiQ, a global programmatic media partner for marketers and agencies. Our people are at the heart of everything we do, so you will be too. No matter the role or the location, we’re all united in the vision to lead the programmatic industry and make it better.

As a Machine Learning Engineer in our data science department, you’ll have the chance to:

Role Description:- A cross functional expert who bridges Data Science and Software Engineering skillsets to build scalable, production-ready AI solutions. Builds re-usable feature tables, ETL pipelines, and optimizes model training and inferencing for performance. Builds monitoring systems to enable rigorous tracking of ML powered solutions in production.

What you’ll bring

• 2 - 4 years of hands-on experience deploying and monitoring Machine Learning Models in production.
• Strong proficiency in Python and familiarity with distributed data processing frameworks like PySpark.
• Excellent grasp of the basics of Machine Learning, Statistics and Probability.
• Experience with building scalable ETL pipelines for efficient storage, processing and retrieval of features to support ML model development.
• Experience building and deploying in production end to end model training, inferencing and retraining pipelines .
• Experience with data and model monitoring to ensure consistency and reliability of solutions in production.
• Familiarity with standard best practices like version control and CI / CD for code management, unit testing and quality code standards.
• Experience working in cross functional teams, consisting of Data Scientists, Data Engineers and Product Managers to deliver quality solutions that meet business goals.
• Passion for self driven learning and an eagerness to keep up with continuously evolving MLOps / LLMOps technologies and best practices.
• (Bonus) Hands on experience with distributed data processing frameworks like Ray.
• (Bonus) Hands on experience with designing and maintaining Feature Stores.

Values:

Our values are so much more than statements. They unite MiQers in every corner of the world. They shape the way we work and the decisions we make. And they inspire us to stay true to ourselves and to aim for better. Our values are there to be embraced by everyone, so that we naturally live and breathe them. Just like inclusivity, our values flow through everything we do - no matter how big or small.

• We do what we love - Passion
• We figure it out - Determination
• We anticipate the unexpected - Agility
• We always unite - Unite
• We dare to be unconventional - Courage