Machine Learning Operations Leader

hace 2 semanas


Barcelona, Barcelona, España Smadex Slu A tiempo completo

Company Overview

Smadex Slu is a pioneering advertising technology company founded in Barcelona, Spain, with a rich history dating back to 2011. After its acquisition by Entravision in 2018, the company has continued to grow, becoming one of the leading mobile ad-tech companies globally, competing with industry giants like Liftoff and Moloco.

We operate in a highly advanced and competitive industry where Machine Learning, Data Science, and cutting-edge cloud-based big data architectures play a crucial role in our growth. Our mission is to develop innovative solutions to help our clients achieve their programmatic advertising campaign goals, while providing our employees with a job they'll love, challenging them to improve results through real-life engineering and data analysis.

We estimate the probability of a user performing an action after seeing an ad, much like Google does, but we need to do it in nearly real-time, within 100ms, millions of times per second.

Job Description

We are seeking a highly skilled and motivated Machine Learning Operations Leader to oversee the deployment and monitoring of machine learning algorithms in production environments. As a key member of our team, you will be responsible for designing, implementing, and maintaining end-to-end pipelines for ML model deployment, monitoring, and lifecycle management.

Your primary responsibilities will include:

  • Leading, mentoring, and managing a team of MLOps engineers and Python developers.
  • Facilitating collaboration within the team and across other departments to ensure seamless integration of ML systems.
  • Designing and implementing automated workflows for CI/CD in ML systems to ensure rapid and reliable deployments.
  • Implementing robust monitoring and alerting systems for production ML models to ensure performance and reliability.
  • Troubleshooting issues in real-time and ensuring high availability of deployed systems.

Required Skills and Qualifications

To succeed in this role, you will need:

  • 5+ years of professional experience in MLOps, software engineering, or a related domain.
  • A proven track record of deploying and maintaining ML models in production.
  • At least 2 years of experience in a leadership or team management role.
  • Fluency in English and proficiency in Python, with familiarity with its ML and data processing libraries (e.g., PyTorch, Pandas, NumPy).
  • Experience with cloud platforms (preferable AWS) and containerization technologies (Docker, Kubernetes).
  • Hands-on experience with ML workflow orchestration tools (e.g., Airflow, MLflow).
  • Strong understanding of CI/CD pipelines and DevOps practices.

Benefits

We offer a competitive salary, estimated at around €80,000 - €120,000 per year, depending on your level of experience and qualifications. You will also enjoy:

  • A great compensation package.
  • A top location in the heart of Barcelona, in a penthouse office with rooftop terrace, barbecue, and fully stocked fridge.
  • Good work-life balance: 2 days working from home, flexible hours.
  • LinkedIn learning and training opportunities.
  • Meal vouchers - tickets restaurant monthly allowance.
  • Monthly gym allowance to use in up to 30 DIR gyms around the city.
  • Monthly TGIF events.


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