17 ago
|
Avance Consulting
|
Madrid
17 ago
Avance Consulting
Madrid
Job Title: Machine Learning Operations - ML Ops
Job Location: Madrid, Spain
Job Type : Permanent
Job Mode: Hybrid - 2/3 days onsite in a week
Responsibilities:
- Expand the scope of Advanced Analytics and AI, enabling cases that leverage the latest emerging technologies, fostering an innovative environment.
- Work closely with the Data Scientists of the Advanced Analytics & AI Center of Expertise to design and develop Machine Learning and Generative AI models, also collaborating with data engineers and data analysts.
- Deploy and optimize the AI models that leverage large-scale data to deliver predictive and analytical capabilities for the AST&I; domains, delivering scalable and efficient solutions.
- Build and maintain end-to-end ML pipelines, ensuring model reproducibility, scalability, and monitoring in alignment with best practices for MLOps (feature engineering, model training, evaluation, and deployment in production environments).
- Engage in complex long-term projects, with focus on continuous delivery in small increments,
with possibility of effectively leading and planning the projects to ensure successful outcomes.
- Engage and guide non-technical stakeholders and team members on Advanced Analytics and GenAI cases.
- Collaborate with multidisciplinary teams and manage different stakeholders.
- You will be part of diverse Agile/Scrum DevOps team and have end-to-end responsibility, for developing, managing, and maintaining functionalities in the AST&I; area, which are prioritized by the Product Owner.
- Stay curious and up to date with trends of technologies, advanced analytics, genAI and cloud platforms (Databricks).
Skills Required:
- Experience in machine learning engineering or applied ML with a focus on Azure cloud technologies.
- Proficient in Python (preferably OOP), PySpark and strong experience with ML frameworks such as Scikit-learn, TensorFlow, PyTorch.
- Hands-on experience with Databricks platform tools.
- Solid understanding of data preproc
📌 Machine Learning Operations (Madrid)
🏢 Avance Consulting
📍 Madrid