π Senior Fullstack AI Engineer | LLM, RAG, GraphRAG & AI Agents π
π Senior Fullstack AI Engineer | LLM, RAG, GraphRAG & AI Agents π
This job was originally posted in Spanish and automatically translated to English.
Requirements
Job Description
We are knowmad mood!
We are a leading digital transformation company, constantly evolving and at the forefront of technology. We were born to provoke real change through innovation and sustainable development, with the mission of providing value to clients and boosting our talent.
Made up of more than 3,000 creative, digital, and innovative people connected to a purpose and capable of generating connections with people all over the world. A responsible, flexible team with a high capacity to adapt to the needs of our clients and the market, while providing value, vision, creativity, expertise, professionalism, and a passion for technology in every project.
The values that mark our course and guide us toward excellence are collaboration, innovation, commitment, fun, and trust.
What do we value?
At least 3 years of experience as a Fullstack Software Engineer specializing in Generative Artificial Intelligence, developing solutions based on LLMs and enterprise data platforms.
β’ Practical experience in the development of applications based on LLMs, RAG (Retrieval-Augmented Generation), and agentic workflows.
β’ Solid knowledge of Python and experience in the development of APIs, microservices, and scalable backend services.
β’ Experience working with AI models and platforms such as Azure OpenAI, OpenAI, Amazon Bedrock, Gemini, or Anthropic.
β’ Knowledge of GraphRAG, knowledge graphs, embeddings, vector search, and unstructured information processing.
β’ Experience in cloud-native architectures, containers, and production environments using Docker, Kubernetes/OpenShift, and CI/CD.
β’ Ability to transform business needs into innovative AI-based technical solutions.
β’ Excellent communication skills and collaborative work in multidisciplinary environments.
β’ High (C1) level of English is essential.
What would your functions be?
β’ Development of AI Synthetic Personas: Design and develop personas driven by artificial intelligence using knowledge graphs, RAG, GraphRAG, and enterprise data.
β’ Development of LLM-based solutions: Implement advanced functionalities using language models to generate insights and support decision-making.
β’ Design of agentic AI flows: Create and optimize intelligent agents capable of automating complex tasks and generating valuable business information.
β’ Backend and Fullstack Development: Build scalable APIs, microservices, and integrations using modern technologies and software engineering best practices.
β’ Data management and integration: Work with enterprise data platforms, structured and unstructured knowledge to feed AI solutions.
β’ Optimization and evaluation of AI solutions: Continuously improve the quality, accuracy, performance, and scalability of the developed components.
β’ Multidisciplinary collaboration: Work closely with Product Owners, architects, technical teams, and business stakeholders within agile methodologies.
Additionally, we will highly value if you have experience and/or knowledge in:
β’ GraphRAG and architectures based on knowledge graphs.
β’ LangChain, LangFuse, Haystack, and AI orchestration frameworks.
β’ Snowflake and enterprise data platforms.
β’ Vertex AI, Azure AI Services, or Amazon Bedrock.
β’ TypeScript, Node.js, FastAPI, Java, or Rust.
β’ Evaluation, observability, and traceability of LLM-based applications.
β’ Development of AI platforms in enterprise cloud environments.
β’ Pharmaceutical industry, healthcare, or life sciences.
And with us you can enjoy:
β Permanent Contract
β 100% REMOTE
β Internal training and access to certifications β» Check our calendar here:
https://www.knowmadmood.com/es/talento/formacion
β Flexible remuneration plan (health insurance, transport, childcare vouchers, restaurant vouchers)
β Brand Ambassador, through our referral plan
Recommend your friends and get an extra!
β Events, meetups, techdays, talks... and much more!
To stay up to date with our news, follow us here -> knowmad mood
At knowmad mood> we are committed to equal opportunity and respect for diversity. We apply our Equality Plan and the principle of non-discrimination in all our selection processes.
View original advert (Spanish)
We are knowmad mood!
Somos una compaΓ±Γa lΓder en transformaciΓ³n digital, en constante evoluciΓ³n y a la vanguardia de la tecnologΓa. Nacimos para provocar un cambio real a travΓ©s de la innovaciΓ³n y el desarrollo sostenible, con la misiΓ³n de aportar valor a los clientes e impulsar nuestro talento.
Formado por mΓ‘s de 3.000 personas creativas, digitales e innovadoras conectadas a un propΓ³sito y capaces de generar conexiones con personas de todo el mundo. Un equipo responsable, flexible y con alta capacidad de adaptaciΓ³n a las necesidades de nuestros clientes y del mercado, a la vez que proporciona valor, visiΓ³n, creatividad, expertise, profesionalidad y pasiΓ³n por la tecnologΓa en cada proyecto.
Los valores que marcan nuestro rumbo y nos guΓan hacia la excelencia son la colaboraciΓ³n, la innovaciΓ³n, el compromiso, la diversiΓ³n y la conο¬anza.
ΒΏQuΓ© es lo que valoramos?
Experiencia de al menos 3 aΓ±os como Ingeniero/a de Software Fullstack con especializaciΓ³n en Inteligencia Artificial Generativa, desarrollando soluciones basadas en LLMs y plataformas de datos empresariales.
β’ Experiencia prΓ‘ctica en el desarrollo de aplicaciones basadas en LLMs, RAG (Retrieval-Augmented Generation) y flujos de trabajo agΓ©nticos.
β’ Conocimientos sΓ³lidos en Python y experiencia en el desarrollo de APIs, microservicios y servicios backend escalables.
β’ Experiencia trabajando con modelos y plataformas de IA como Azure OpenAI, OpenAI, Amazon Bedrock, Gemini o Anthropic.
β’ Conocimiento de GraphRAG, grafos de conocimiento, embeddings, bΓΊsqueda vectorial y procesamiento de informaciΓ³n no estructurada.
β’ Experiencia en arquitecturas cloud-native, contenedores y entornos de producciΓ³n utilizando Docker, Kubernetes/OpenShift y CI/CD.
β’ Capacidad para transformar necesidades de negocio en soluciones tΓ©cnicas innovadoras basadas en IA.
β’ Excelentes habilidades de comunicaciΓ³n y trabajo colaborativo en entornos multidisciplinares.
β’ Nivel de inglΓ©s alto (C1) imprescindible.
ΒΏCuΓ‘les serΓan tus funciones?
β’ Desarrollo de Personas SintΓ©ticas de IA: DiseΓ±ar y desarrollar personas impulsadas por inteligencia artificial utilizando grafos de conocimiento, RAG, GraphRAG y datos empresariales.
β’ Desarrollo de soluciones basadas en LLMs: Implementar funcionalidades avanzadas utilizando modelos de lenguaje para generar insights y apoyar la toma de decisiones.
β’ DiseΓ±o de flujos de IA agΓ©ntica: Crear y optimizar agentes inteligentes capaces de automatizar tareas complejas y generar informaciΓ³n de valor para el negocio.
β’ Desarrollo Backend y Fullstack: Construir APIs, microservicios e integraciones escalables utilizando tecnologΓas modernas y buenas prΓ‘cticas de ingenierΓa de software.
β’ GestiΓ³n de datos e integraciΓ³n: Trabajar con plataformas de datos empresariales, conocimiento estructurado y no estructurado para alimentar soluciones de IA.
β’ OptimizaciΓ³n y evaluaciΓ³n de soluciones IA: Mejorar continuamente la calidad, precisiΓ³n, rendimiento y escalabilidad de los componentes desarrollados.
β’ ColaboraciΓ³n multidisciplinar: Trabajar estrechamente con Product Owners, arquitectos, equipos tΓ©cnicos y stakeholders de negocio dentro de metodologΓas Γ‘giles.
AdemΓ‘s, valoraremos muy positivamente si tienes experiencia y/o conocimientos en:
β’ GraphRAG y arquitecturas basadas en grafos de conocimiento.
β’ LangChain, LangFuse, Haystack y frameworks de orquestaciΓ³n de IA.
β’ Snowflake y plataformas de datos empresariales.
β’ Vertex AI, Azure AI Services o Amazon Bedrock.
β’ TypeScript, Node.js, FastAPI, Java o Rust.
β’ EvaluaciΓ³n, observabilidad y trazabilidad de aplicaciones basadas en LLMs.
β’ Desarrollo de plataformas de IA en entornos cloud empresariales.
β’ Industria farmacΓ©utica, healthcare o life sciences.
Y con nosotros podrΓ‘s disfrutar de:
β Contrato Indefinido
β 100% REMOTO
β FormaciΓ³n interna y acceso a certificaciones β»Consulta nuestro calendario aquΓ:
https://www.knowmadmood.com/es/talento/formacion
β Plan de retribuciΓ³n flexible (seguro mΓ©dico, transporte, tickets guarderΓa, tickets restaurante)
β Embajador de nuestra marca, a travΓ©s de nuestro plan amigo
Β‘Recomienda a tus amigos y llΓ©vate un extra!
β Β‘Eventos, meetups, techdays, charlas...y mucho mΓ‘s!
Para estar al corriente de nuestras novedades sΓguenos aquΓ -> knowmad mood
En knowmad mood nos comprometemos con la igualdad de oportunidades y el respeto a la diversidad. Aplicamos nuestro Plan de Igualdad y el principio de no discriminaciΓ³n en todos nuestros procesos de selecciΓ³n.