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MLOps Engineer

MLOps Engineer

Appodeal Inc.Barcelona, Cataluña, España
Hace 19 días
Descripción del trabajo

Appodeal is a dynamic US-based product company with a truly global presence.

We have offices in Warsaw, Barcelona and Virginia along with remote team members located around the world.

Our company thrives on diversity, collaboration, and innovation, making us a leader in the mobile app monetization space.

At Appodeal, we’re more than just a company—we’re a team united by a common mission : to help every person discover and grow their talents!

We take pride in our cutting-edge product and our internationally dispersed team of talented professionals.

Here’s what we value, and what we hope you do too :

  • Continuous Learning and Growth : We are passionate about learning, growing personally, and building rewarding careers.
  • Making an Impact : We are committed to building a history-defining company that leaves a lasting impact on the mobile app industry.
  • Solving Exciting Challenges : We tackle complex problems every day, supported by a team of world-class professionals and mentors.
  • Enjoying the Journey : We believe in having fun while working toward our goals.

We are looking for a talented MLOps Engineer to join our Vector team in Barcelona (Relocation is provided) .

Responsibilities :

  • Extend and maintain our online inference service (2M predictions per second) in Python;
  • Develop ML-oriented CI / CD pipelines (Databricks MLFlow, Dagster);
  • Maintain Online / Offline observability;
  • Deploying machine learning models in production;
  • Enable data scientists to run their experiments, support their model interface in online inference service.

    • Requirements :

  • Over 3 years of experience in MLOps or high load environment;
  • Master's or Ph.D. in Computer Science, Machine Learning, or a related field, or equivalent practical experience;
  • Ability to design and implement cloud solutions and to build MLOps pipelines (entire ML project lifecycle, including data management, experimentation, model training, deployment, and monitoring);
  • Experience with data pipelines like Dagster and Airflow;
  • Experience with model repositories like MLFlow;
  • Experience with various method of model deployment (docker image + API, ONNX binary, joblib etc);
  • Fluency in Python;
  • Fluency in Rust;
  • Excellent understanding of different formats (JSON, YAML, pickle etc);
  • Good understanding of network programming and protocols (TCP, HTTP, GRPC, UDS) and their limitations;
  • Deep understanding of linux, docker and k8s (network, sidecars, shared resources);
  • Knowledge of fundamental computer science concepts including common data structures and algorithms;
  • Monitor the MLOps tools / approaches landscape to actively identify solutions for various domain problems;
  • Ability to understand tools used by data scientists and experience with software development and test automation;

    • Nice to have :

  • Practical experience with Databricks;
  • Experience with Docker and Kubernetes;
  • Working knowledge of Vector Databases (OpenSearch, Qdrant, Weaviate, LanceDB, etc);
  • Experience with Online Feature Stores (Hopsworks, RonDB, redis);

    • This position supposes relocation to Barcelona and work from our office in the city center. Why Join Us :

  • Opportunity to work on cutting-edge projects with a global impact in the mobile app industry.
  • A collaborative and inclusive work culture that values innovation and continuous learning.
  • Competitive salary, flexible work arrangements, and comprehensive benefits package.
  • Professional development opportunities and career growth prospects within a fast-growing company.

    • With an outstanding product and a mission that excites and inspires, Appodeal offers a unique opportunity to make an impact while being part of an amazing team.

    Join us and help shape the future of mobile app success!

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