We are looking for a skilled Senior MLOps Engineer in Europe to join our team. Our client is a prominent data company at the forefront of responsible marketing. They specialize in facilitating transparent, content-level targeting, and measurement across various platforms. Their focus is on maintaining suitability standards to minimize digital risk, maximize investment, and uphold social responsibilities in advertising.
As a Senior MLOps Engineer you will implement machine learning infrastructure to understand what hundreds of millions of videos are about.
What you bring along:
- Bachelor’s or Master’s degree in Computer Science or related field with 6+ years of professional experience;
- Fluency with Python and SQL (specifically Snowflake/Big Query);
- Solid knowledge of Docker, Terraform, and Kubernetes;
- Proficiency in AWS stack. Experience with GCP is nice to have;
- Knowledge of Data Processing (Apache Kafka, Pandas, DBT);
- Expertise in Machine Learning Operations;
- Experience with distributed systems and understanding how machine learning models work;
- English — upper intermediate or higher.
Nice to have:
- Triton Inference Server, Weights and Biases, Transformers;
- Strong foundation in data structures, algorithms, and software design;
- Experience with thorough testing and code review standards/practices;
- Strong verbal and written communication skills.
This is your mission:
- Design and build large-scale applications and systems to acquire, process, and store multi-terabytes of YouTube, TikTok, Facebook, and other social media data;
- Implement machine learning infrastructure;
- Deploy, monitor and maintain scalable data pipelines and machine learning models while ensuring their performance, scalability, and reliability;
- Stay updated on the latest trends and advancements in machine learning operations and related technologies;
- Evaluate and implement new tools and techniques to enhance the efficiency and effectiveness of MLOps processes.
Your benefits:
- Everyone at Avenga is subject to professional growth via our mentorship program;
- The company provides extended training and certification opportunities;
- We foster professional freedom by offering free-of-charge English and Spanish courses from A1 to C2;
- Avenga cares for its employees, you will be fully supported by our HR Partners;
- We offer an attractive Referral bonus program;
- At our team, everyone carefully tracks their own work-life balance, for this reason, we provide 21 days per year of unpaid time offs.