Ofertes d'ocupació a idealista

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Python TSQL Docker Machine Learning Office

Idealista leads real estate online marketplaces in Spain, Italy, and Portugal. Our Data Crew, a multidisciplinary team of data scientists, engineers, and platform experts, is shaping the future of real estate by delivering scalable, data-driven solutions that help millions of users find their dream homes.

About the Role

We’re seeking an Experienced Data Scientist to lead the development and evolution of end-to-end data products with a strong foundation on AI and ML solutions. You’ll tackle real business challenges, from optimizing internal operations to enhancing customer-facing features, while collaborating with stakeholders to design impactful solutions. Working alongside skilled engineers and fellow Data Scientists, you’ll deploy scalable, automated products that deliver measurable value.

What We’re Looking For

• Experience: Proven track record of at least three end-to-end ML/AI projects successfully deployed into production, demonstrating measurable impact and scalability.

• Core Skills:

• Advanced proficiency in Python with strong applied experience in ML & AI.

• Deep Learning (NLP & Computer Vision): Experience fine-tuning LLMs, training image-based models and working with transformers and other traditional architectures (CNNs, RNNs).

• Strong foundation in statistics, machine learning, and deep learning.

• Experience deploying ML models via APIs (e.g., BentoML, FastAPI, DVC) and integrating into production systems

• Hands-on experience with MLOps tools (e.g., MLFlow, DVC, Docker).

• Problem-Solving: Ability to translate business problems into effective data solutions.

• Communication: Strong verbal and written communication skills to explain both technical and business concepts.

• Adaptability: Comfortable working in a fast-paced, dynamic environment with evolving tools and processes.

Nice-to-Have Skills

• Experience with low level Pytorch/Tensorflow implementation of Deep Learning architectures

• Experience with prompt optimization using frameworks such as DSPY

• Familiarity with anti-fraud systems to ensure platform integrity, knowledge on search engines or expertise in online marketplace dynamics.

What You’ll Do

• Collaborate with business stakeholders to deeply understand their challenges and design data-driven solutions that directly address key business objectives.

• Query and prepare data from our extensive data lake, leveraging SQL and other tools to create high-quality datasets.

• Co-lead the design of data annotation initiatives with Product Managers to ensure high-quality, labeled datasets that drive the development of robust, data-centric machine learning solutions.

• Develop and deploy machine learning models and analytics pipelines that scale effectively.

• Work with engineers to ensure robust deployment and automation of solutions using tools like dbt, dvc, Airflow, BentoML and MLFlow.

• Apply KISS principles to design simple, impactful solutions that prioritize reliability and maintainability.

• Proactively identify new opportunities for data-driven improvements and prototype innovative solutions.

What We Expect from You

In the First Month:

• Meet the Data Crew and key stakeholders to understand idealista’s ecosystem and the project you will be working on.

• Review existing documentation, gain hands-on experience with tools, and contribute to a project in production.

• Refine onboarding documentation with your insights.

In Three Months:

• Maintain and enhance existing AI/ML solutions and start designing a new solution.

• Build strong relationships with team leaders and master our data platform.

• Collaborate with backend & MLOps teams to integrate scalable models into production.

• Document metrics and methods to enhance team workflows.

In Six Months:

• Deliver a fully automated, documented data product in production.

• Establish trust with Product Managers and integrate advanced analytics solutions into product features.

• Share knowledge through internal talks.

In Twelve Months:

• Lead impactful projects that influence company-wide performance indicators.

• Be a key player in shaping data science strategies at idealista.

• Mentor junior colleagues and contribute to their professional growth.

Our Philosophy

We value simplicity, clarity, and business impact. As business-first data scientists, we aim to solve complex challenges using simple, effective tools and techniques. Machine learning and advanced AI are applied only when they deliver clear value, ensuring our solutions remain practical and robust. By constantly refining our approach, we stay ahead of the curve in delivering innovative solutions.

• Strong writing culture: We believe in reducing meetings to the minimum, which requires strong writing skills to document ideas, share knowledge, and ensure alignment across teams.

• Proactivity: We expect our team members to actively engage with peers, share updates, seek feedback, and collaborate to drive continuous improvement across data initiatives.

If you enjoy simplifying complexity, taking ownership of your work, and creating solutions that matter, you’ll thrive in our team.

What We Offer

• Competitive salary and benefits package.

• Flexible work options (remote or hybrid with opportunities to visit our Madrid office).

• Learning and development opportunities to support your career growth.

• Belong to a high-performing team of Data Scientists in a collaborative, innovation-driven culture where your ideas are valued and your work has a real-world impact.