Mlops Engineer

hace 3 semanas


Marbella, Málaga, España Ravenpack A tiempo completo
About Us

RavenPack is a leading provider of big data analytics solutions for the finance industry. We empower our clients to enhance returns, reduce risk, and increase efficiency by integrating public information into their models and workflows.

We are now launching a new suite of GenAI and SaaS services, designed specifically for financial professionals. Our team is responsible for building and maintaining the entire ML infrastructure, and we are looking for a skilled MLOps Engineer to join us.

Job Description

We are seeking a highly motivated and experienced MLOps Engineer to join our team. The ideal candidate will have a strong technical background and experience in implementing and maintaining cloud-based AI infrastructure. The successful candidate will be responsible for designing and developing comprehensive test and monitoring strategies, as well as implementing and optimizing data pipelines for ML workflows.

The candidate will have experience in all phases of the software development life cycle, from requirements gathering to supporting production systems. They will also have a proven track record in MLOps/DevOps or software automation projects and the ability to understand complex software solutions.

Requirements
  • Experience in applying software engineering concepts and best practices to the entire machine learning development lifecycle, including deployments and monitoring of ML models in production environments.
  • Experience in implementing and optimizing data pipelines for ML workflows.
  • Experience in designing and implementing CI/CD strategies (e.g., AWS Sagemaker, Azure, Vertex).
  • Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch) and understanding of machine learning concepts.
  • Proficiency in Python and knowledge in scripting languages.
  • SQL and NoSQL database knowledge.
  • Ability to set priorities and multi-task in a fast-paced environment.
  • Necessary skills to perform root cause analysis when defects occur.
  • Excellent analytical, problem-solving, communication, and interpersonal skills.
  • BSc/BA in Computer Science or Engineering or equivalent experience.
Nice to Have
  • Experience setting and configuring monitoring and observability alerts.
  • Familiarity with QA processes.
  • Familiarity with LLMs model evaluation.
  • Familiarity with AWS services.
  • Experienced as a software developer or architect.
What's in it for you?

You will work with the latest technologies and have ownership of projects in a collaborative environment where your contribution will be valued. You will work in an agile environment able to react quickly to changes with a fairly flat hierarchy. As we encourage continuous learning, we will support your ongoing training. Diversity is in our DNA, and you will work in an international environment with over 29 nationalities and 24 languages spoken.


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