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Senior data scientist / ml engineer

Madrid
Intellias
Publicada el Publicado hace 6 hr horas
Descripción

Senior Data Scientist / ML Engineer

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Location: Remote from Spain (an indefinite Spanish employment contract)
Working hours:

readiness to

work till 2-3 PM EST hours (8-9 PM CET)

Are you a skilled Machine Learning engineer with a passion for Computer vision, NLP or Generative AI? Do you have a knack for understanding both the technical intricacies and the business implications of data-driven solutions? If so, we have an exciting opportunity for you to join our team as Machine Learning Engineer.

Requirements:

• Education:

Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Data Science, or a closely related quantitative field.
Experience:

5+ years of professional experience in machine learning engineering, AI development, or a closely related role.
Machine Learning & Statistics:

Solid understanding of classical ML algorithms (e.g., tree-based models, SVMs, clustering, ensemble methods), feature engineering, model evaluation metrics, and statistical methods (hypothesis testing, regression analysis, probability distributions).
LLM Expertise:

Demonstrated project experience with large language models, including:
Prompt engineering and prompt management strategies;
LLM application development (end-to-end);
Fine-tuning of large language models;
Retrieval-augmented generation (RAG) pipeline design and implementation;
Practical experience with vector stores such as

ChromaDB ,

pgvector, and

PostgreSQL.
AI Agents:

Hands-on experience building AI agents and multi-agent systems using frameworks such as

LangChain ,

LangGraph ,

CrewAI, or similar orchestration frameworks. Must demonstrate the ability to design agent architectures, manage tool integration, and handle complex agent workflows.
Programming:

Proficiency in

Python

with a strong emphasis on writing clean, maintainable, production-quality code. Familiarity with software engineering best practices (testing, code review, documentation).
Cloud:

Practical experience with

Google Cloud Platform (GCP)

services for ML workloads (e.g., Vertex AI, Cloud Run, GCS, BigQuery, Compute Engine).
DevOps & MLOps:
Docker:

Proficiency in containerization — building, managing, and deploying Docker images and containers.
GitLab:

Proficient GitLab skills for version control, merge request workflows, and repository management.
API Development:

Experience with

FastAPI, including request validation, async handling, and integration with ML model serving. Broader software development experience expected.
At least B2 level of English. xkdbapo

Soft Skills:

Excellent communication skills
Strong work ethic and high personal accountability
Ownership mentality — takes full responsibility for deliverables and outcomes
Proactive, self-starting approach to identifying problems and driving project success without waiting for direction.

Responsibilities:

Drive/Participate the ideation, development, and execution of POCs and AI related project
Develop and implement machine learning models, algorithms, and data-driven solutions to address complex business problems
Collaborate cross-functionally with engineering, product management, and other relevant teams to integrate data-driven functionalities into our products

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