ML/AI Engineer

Astrafy; Madrid; Presencial; EUR 40.000 - 70.000; Jornada completa

Descripción de la vacante

Astrafy is seeking an ML/AI Engineer to lead projects in building, deploying, and scaling ML/AI models. This role involves collaborating with technical and business teams to design tailored solutions, ensuring models are fully automated from data preprocessing to deployment. Ideal candidates will have strong skills in machine learning, MLOps, and cloud technologies, with a passion for innovation and collaboration.

Servicios

Attractive salary package

Continuous training & development

Flexible working hours and remote policies

Regular team-building activities

Formación

• Proficiency in machine learning algorithms and model development.
• Strong understanding of MLOps practices for automating model lifecycle.
• Experience with Google Cloud, Vertex AI, and BigQuery.

Responsabilidades

• Design and develop machine learning models using frameworks like PyTorch and TensorFlow.
• Implement MLOps practices to automate model training and deployment.
• Engage with stakeholders to identify ML/AI opportunities.

Conocimientos

Machine Learning Algorithms

MLOps Practices

Problem Solving

Communication Skills

Collaboration Skills

Analytics Mindset

Herramientas

PyTorch

TensorFlow

Google Cloud

Kubeflow

LangChain

LangGraph

dbt

Descripción del empleo

Your mission

As an ML/AI Engineer at Astrafy, you will work on various projects to help our customers build, deploy, and scale ML/AI models in production. You will collaborate closely with both technical and business teams to create tailored ML/AI solutions.

On the business side:

• Engage with stakeholders to understand the business objectives and identify ML/AI opportunities.

• Analyze available data sources to assess feasibility and design model deployment strategies.

• Define and align project goals with measurable KPIs.

On the technical side:

• Design and develop machine learning models using PyTorch, TensorFlow and other frameworks.

• Implement MLOps practices to automate the training and deployment and monitoring of models using tools like Kubeflow

• Build scalable pipelines for model training, testing, and deployment.

• Ensure that models are fully automated, from data preprocessing to production deployment.

• Collaborate with data engineers and other stakeholders to optimize model performance.

In addition to these responsibilities, Astrafy values knowledge sharing and thought leadership. We actively contribute to platforms like Medium and LinkedIn, publishing articles and sharing insights to grow our community and industry presence.

You will be encouraged to contribute by writing articles that enhance Astrafy’s impact and foster collaboration across the industry.

Your profile

• Proficiency in machine learning algorithms, model development, and deployment

• Strong understanding of MLOps practices for automating the full model lifecycle

• Experience with Google Cloud, particularly Vertex AI and BigQuery

• Experience working on solutions using LLMs especially in Retrieval Augmented Generation

• Strong programming skills in Python and frameworks like TensorFlow or PyTorch

• Familiarity with data preprocessing, model tuning, and performance optimization

• Attention to detail and quality with excellent problem-solving

• You have an analytics and solution-oriented mindset

• You work well in a team as well as independently

• Excellent communication and collaboration skills (both with your colleagues as well as with external stakeholders)

• You are fluent in English; knowledge of French or Spanish is a plus

• Ability to work independently and in teams, with excellent problem-solving and communication skills

• Experience with LangChain, LangGraph, dbt is a plus

• You must be eligible to work in Europe

This role is not just a job; it's an opportunity to be at the forefront of the data revolution, helping companies unlock the potential of ML/AI technologies. If you are passionate about ML/AI, thrive in dynamic environments, and are eager to make a significant impact, we would love to hear from you.

Was this list a bit much? Don't worry - we don't expect you to tick every box from the beginning.

Why us?

• An attractive salary package, with no blurry or hidden clauses. Everything we offer is open-source via our Gitbook. Check it outhere (https://astrafy.gitbook.io/handbook/its-all-about-people/compensation).

• An exciting job where technology innovation is not a buzzword but a reality.

• Be part of a dynamic team that shares strong values. Check out our “Culture and Values” charthere (https://docs.astrafy.io/handbook/the-company/culture-and-values).

• Continuous training & development of soft and hard skills. Check out our training policyhere (https://docs.astrafy.io/handbook/its-all-about-people/training).

• Flexible working hours and remote policies. Check it outhere (https://docs.astrafy.io/handbook/the-company/remote-work).

• An excellent team of colleagues & regular team-building activities. Check it outhere (https://docs.astrafy.io/handbook/its-all-about-people/team-building-and-retreat).

And much more. We have compiled a detailed handbook covering all you need to know about our company. Check it outhere (https://docs.astrafy.io/handbook/).