Machine Learning Engineer (MLOps)

Reposted 22 Days Ago
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Barcelona, Cataluña
In-Office
Senior level
AdTech
The Role
The Senior Machine Learning Engineer will design and manage ML pipelines, automate CI/CD for ML systems, and monitor production models. The role requires strong Python skills, familiarity with ML lifecycle, and collaboration with the ML team.
Summary Generated by Built In

Smadex is a leading advertising technology company founded in Barcelona in 2010 and sold to American-based and stock-listed Entravision in 2018 (NYSE::EVC). We are one of the top mobile ad-tech companies in the world and the largest Demand Side Platform (DSP) based in Europe, with our revenues over +$100M and consistently growing +40% YoY over the past years.

Our mission is to continue to improve our ad-tech platform to help our clients achieve their programmatic advertising campaign goals. We want to give our employees a job they’ll love, where they will be challenged to improve results through real-life engineering and data analysis and where everyone’s implication has an impact.

Are you ready to be part of the new unicorn? Keep reading!

We are seeking a highly skilled and motivated Machine Learning Engineer to join our MLOps team. The ideal candidate will have a strong background in Python coding, and knowledge of the ML lifecycle and MLOps industry best practices. This role will be part of MLOps, a horizontal sub-team within the ML team, that focuses on making the end-to-end ML lifecycle scalable, reliable and efficient. 

What will you do:

  • Design, implement, and maintain end-to-end pipelines for ML model deployment, monitoring, and lifecycle management.
  • Develop automated workflows for CI/CD in ML systems to ensure rapid and reliable deployments.
  • Implement robust monitoring and alerting systems for production ML models to ensure performance and reliability.
  • Develop and improve Python scripts responsible for algorithmic decision making, generating alarms, data quality and model quality dashboards.
  • Troubleshoot issues in real-time and ensure high availability of deployed systems.
  • Collaborate with the Machine Learning team to manage model retraining and updating processes.
  • Write, review and maintain high-quality Python code for MLOps tooling and automation.

What you need to have:

  • 3+ years of experience in the ML Engineering field.
  • Proficiency in Python and familiarity with data related processing libraries (e.g., Pandas, NumPy).
  • Good understanding of CI/CD pipelines and DevOps practices
  • Strong Interest in machine learning topics
  • Experience in Linux environments
  • Fluency in English is mandatory
  • Possesses good communication skills both verbal and written
  • Strong problem-solving and analytical skills.

Please note that we do not provide visa sponsorship. Candidates without a legal permit to work won't be considered. 

Extra points for :-)

  • Master’s degree in Computer Science or related fields
  • Familiarity with AWS services such as EMR, EC2, Athena, S3
  • Hands-on experience with ML workflow orchestration tools (e.g., Airflow, MLflow).
  • Experience with cloud platforms (preferable AWS) and containerization technologies (Docker, Kubernetes).
  • Knowledge in infrastructure tools (IaC) like Terraform.

Reward package:

  • Integrate a highly motivated and young team.
  • Great compensation package.
  • Top location at the heart of Barcelona in a penthouse office with a rooftop terrace, barbeque, and a fully stocked fridge.
  • Work from home: 2 days/week
  • Private Health Insurance
  • Access to LinkedIn Learning
  • Meal vouchers - Tickets Restaurant monthly allowance.
  • Monthly gym allowance: Choose between DiR Gym and Wellhub
  • Monthly TGIF events.
  • Regular team-building events.
  • Fun and friendly work environment with talented marketers and engineers from over 40+ countries
  • And more!

Top Skills

Airflow
Athena
AWS
Docker
Ec2
Emr
Kubernetes
Mlflow
Numpy
Pandas
Python
S3
Terraform
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The Company
Santa Monica, CA
107 Employees

What We Do

Smadex is the transparent DSP engineered for growth. The number one solution for user acquisition, retargeting and branding campaigns. We address the challenges and concerns of marketers by providing a fully transparent platform built on strong technology, countless programmatic management features and powerful machine learning algorithms that focus on achieving real outcomes.

Advertisers can access global consumers on the highest quality brand safe and viewable inventory at scale, and capture attention using strong and engaging ad formats to drive performance sales and brand metrics. Smadex partners with the leading third party platforms to provide the most innovative solutions and independent measurement.

Our open platform can easily plug and play with any new external partners. Smadex is a technology company led by engineering and data science, working with agencies and direct clients across the globe.

Smadex is a business unit of Entravision Communications (NYSE: EVC)

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