Data Scientist

Descripción de la oferta

Role:

Data Scientist

At Capgemini Engineering, the world leader in engineering services, we bring together a global team of engineers, scientists, and architects to help the world's most innovative companies unleash their potential. From autonomous cars to life[1]saving robots, our digital and software technology experts think outside the box as they provide unique R&D and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same

We are looking for a skilled Data Scientist with experience in building recommendation systems and conducting market basket analysis. You will be responsible for developing data pipelines, engineering features, training machine learning models, and deploying them into production environments. Your work will focus on improving personalized recommendations and gaining insights from customer purchasing patterns.

In this role you will play a key role in:

Build and optimize data pipelines to support recommendation models and market basket analysis.
Engineer features and transform data for better model performance.
Develop and train machine learning models for recommendations and association rule mining.
Perform market basket analysis to identify product affinities and enhance cross-selling opportunities.
Experience in serving models in Real-Time or API serving Deploy, monitor, and maintain models in production environments.
Collaborate with MLOps and cloud teams to ensure secure and scalable solutions.
Azure/Databricks experience is preferred.

Qualifications:

Experience with recommendation systems and market basket analysis.
Strong skills in Python and ML frameworks like TensorFlow, PyTorch, and scikit-learn.
Experience with cloud platforms (preferably Azure) and MLOps practices. Proficient in data processing, model training, and deployment.

THIS IS WHAT YOU NEED TO KNOW ABOUT OUR JOB OFFER:

What You'll Love About Working Here
We recognize the significance of flexible work arrangements to provide support. Be it remote work or flexible work hours, you will get an environment to maintain a healthy work-life balance. At heart, our mission is one of growth. Our array of career growth programs and diverse projects ensure support in exploring a world of opportunities. Equip yourself with valuable certifications in the latest technologies such as AWS and Microsoft Azure.

Labor Conditions:

Workplace: Colombia.
Type of Contract: indefinitely.
Salary: to be agreed according to experience.

About Capgemini

Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to[1]end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, generative AI, cloud and data, combined with its deep industry expertise and partner.

This vacancy is disclosed through ticjob.co

Postularme ahora

Durante más de 50 años, hemos sido un socio dedicado a organizaciones de todo el mundo, ayudándolas a transformar y gestionar sus negocios.

Un colectivo diverso de más de 325.000 expertos estratégicos y tecnológicos en más de 50 países, todos estamos impulsados por una pasión compartida: liberar la energía humana a través de la tecnología.

A medida que aprovechamos la nube, los datos, la IA, la conectividad, el software, la ingeniería digital y las plataformas para abordar toda la amplitud de las necesidades empresariales, esta pasión impulsa un poderoso compromiso. Desbloquear el verdadero valor de la tecnología para su negocio, nuestro planeta y la sociedad para un futuro más inclusivo y sostenible.

Ver todo >

Stack de la oferta

Ofertas de trabajo similares a Data Scientist

Científico de Datos

SETI S.A.S.

Amazonas, Antioquia, Arauca, Atlántico, Bolívar, Boyacá, Caldas, Caquetá, Casanare, Cauca, Cesar, Chocó, Córdoba, Cundinamarca, Guainía, Guaviare, Huila, La Guajira, Magdalena, Meta, Nariño, Norte de Santander, Putumayo, Quindío, Risaralda, Santander, Sucre, Tolima, Valle del Cauca, Vaupés, Vichada, San Andrés, Providencia y Santa Catalina, Bogotá

Rol: Científico de Datos Requisitos: Profesionales en Ingeniería de Sistemas o carreras afines. Contar con tarjeta profesional o tenerla en tramite. Conocimiento y experiencia técnica de cuatro (4) años en Python, Scikit-learn, TensorFlow/PyTorch, Pandas, MLflow, Databricks, estadística inferencial, LangChain, LangGraph, Azure OpenAI, Microsoft Semantic Kernel, Prompt Engineering, Vector DBs, desarrollo e implementación de modelos predictivos, gestión de modelos de machine learning, implementación en entornos productivos y su optimización a través de pipelines y ETL. Conocimiento en Nube (Azure, AWS o Google Cloud). Condiciones Laborales: Lugar de Trabajo: Colombia. Modalidad de Trabajo: Remoto. Tipo de Contrato: A Término Indefinido. Salario: A convenir de acuerdo a la experiencia. Esta vacante es divulgada a través de ticjob.co
AI & Python Developer

Advising & Recruiting

Amazonas, Antioquia, Arauca, Atlántico, Bolívar, Boyacá, Caldas, Caquetá, Casanare, Cauca, Cesar, Chocó, Córdoba, Cundinamarca, Guainía, Guaviare, Huila, La Guajira, Magdalena, Meta, Nariño, Norte de Santander, Putumayo, Quindío, Risaralda, San Andrés, Providencia y Santa Catalina, Santander, Sucre, Tolima, Valle del Cauca, Vaupés, Vichada, Bogotá

Role: AI & Python Developer Role Objective: The AI & Python Developer will be responsible for designing, developing, and deploying AI-driven applications, ensuring scalability, performance, and seamless integration in cloud-native environments (AWS). The main mission of this role is to transform business challenges into intelligent and effective solutions, directly contributing to the companys technological growth and strategic goals. Requirements: Proven experience (3 - 5 years minimum) in Python development and AI projects. Bachelor's degree in Systems Engineering or related fields. Strong knowledge in Machine Learning, NLP, computer vision, and predictive analytics. Hands-on experience with TensorFlow, PyTorch, Scikit-learn, FastAPI. Solid expertise in AWS services for AI deployment (SageMaker, Lambda, S3, EC2, DynamoDB, etc.). Experience integrating APIs and third-party platforms. Soft Skills: Critical thinking and problem solving. Clear and effective communication. Collaboration skills. Proactivity and innovation. Key Responsibilities: Design, train, and optimize Machine Learning models for real-world use cases (NLP, computer vision, predictive analytics, recommendation systems). Develop modular and efficient Python applications using frameworks such as TensorFlow, PyTorch, Scikit-learn, and FastAPI. Implement and manage AWS environments (SageMaker, Lambda, DynamoDB, EC2, S3, API Gateway, CloudFormation) for AI model deployment. Integrate AI-powered solutions with external platforms, APIs, and messaging systems (e.g., WhatsApp, Telegram, e-commerce platforms, enterprise tools). Build and optimize data pipelines, including preprocessing, feature engineering, and real-time data management. Apply MLOps practices, including CI/CD for ML models, pipeline monitoring, and continuous improvement. Labor Conditions: Workplace: Colombia. Work Modality: Remote. Type of Contract: indefinitely. Salary: To be agreed according to experience. This vacancy is disclosed through ticjob.co

Desarrollador .NET

SETI S.A.S.

Amazonas, Antioquia, Arauca, Atlántico, Bolívar, Boyacá, Caldas, Caquetá, Casanare, Cauca, Cesar, Chocó, Córdoba, Cundinamarca, Guainía, Guaviare, Huila, La Guajira, Magdalena, Meta, Nariño, Norte de Santander, Putumayo, Quindío, Risaralda, San Andrés, Providencia y Santa Catalina, Santander, Sucre, Tolima, Valle del Cauca, Vaupés, Vichada, Bogotá

Estamos en busqueda de: Desarrollador .NET Requisitos: Profesional o Estudiante en Ingeniería de Sistemas o carreras afines. Más de cuatro (4) años de experiencia Desarrollando Aplicaciones Web Fullstack con Tecnologías Microsoft. Dominio avanzado de .NET Core, ASP.NET Core y C#, NET Framework. Experiencia en API, REST con .NET Core y Arquitectura de Microservicios (Service Fabric). Experiencia con Azure (Logic Apps, Data Factory, Service Fabric, Service Bus, CosmosDB, Key Vaults, Redis, cuentas de almacenamiento). Conocimientos de Azure API Management (deseable). Conocimientos de AWS. Experiencia práctica con SQL y CosmosDB. Conocimiento en DevOps y AWS, pruebas unitarias e integración. Excelentes habilidades de comunicación e interacción con stakeholders. Principios SOLID y Clean Code. Arquitectura Limpia, DDD. Patrones de Diseño. Pruebas Unitarias. GIT. Programación Asincrónica. Condiciones Laborales: Lugar de Trabajo: Colombia. Modalidad de Trabajo: Remoto. En Bogotá y Medellín Híbrido. Tipo de Contrato: A término indefinido. Salario: A convenir de acuerdo a la experiencia. Horarios: Lunes a Viernes. Esta oferta de trabajo es publicada bajo la propiedad exclusiva de ticjob.co
Ingeniero de Datos Azure

SETI S.A.S.

Amazonas, Antioquia, Arauca, Atlántico, Bolívar, Boyacá, Caldas, Caquetá, Casanare, Cauca, Cesar, Chocó, Córdoba, Cundinamarca, Guainía, Guaviare, Huila, La Guajira, Magdalena, Meta, Nariño, Norte de Santander, Putumayo, Quindío, Risaralda, Santander, Sucre, Tolima, Valle del Cauca, Vaupés, Vichada, San Andrés, Providencia y Santa Catalina, Bogotá

Rol: Ingeniero de Datos Azure Requisitos: Profesionales en Ingeniería de Sistemas o carreras afines. Contar con tarjeta profesional o tenerla en tramite. Conocimiento y experiencia técnica de tres (3) años como Ingeniero de Datos Azure manejo de herramientas Azure Datafactory, Azure Synapse, Azure Databricks, Azure, DevOps, SQL Server y Python, Pyspark. Condiciones Laborales: Lugar de Trabajo: Colombia. Modalidad de Trabajo: Remoto. Tipo de Contrato: A Término Indefinido. Salario: A convenir de acuerdo a la experiencia. Esta vacante es divulgada a través de ticjob.co