Machine Learning Engineer

Description

Job Summary: We are seeking professionals with a background in Systems Engineering, Electronics, or related fields, who have experience in Data Engineering, ML projects, and scalable solutions for data processing, visualization, and automation. Key Highlights: 1. Design, develop, and implement scalable ML and LLM applications 2. Integrate ML models and multi-cloud services into enterprise applications 3. Implement best practices in development and Data Engineering **Job Description** We are looking for professionals in Systems Engineering, Electronics, or related disciplines, with over 4 years of experience in Data Engineering projects and developing scalable solutions for data processing, as well as experience building and optimizing machine learning models, process automation, and data visualization. Responsibilities: * Design, develop, and implement ML and LLM applications, and perform performance tuning to ensure model scalability * Design, structure, and standardize data objects for easy reuse and cross-functional functionality * Integrate ML models and multi-cloud services into enterprise applications * Evaluate ML and LLM models using advanced metrics (where applicable), ensuring continuous operation and monitoring of the ML / Gen AI infrastructure * Implement guardrails to prevent biases in Gen AI models (in collaboration with DS) * Deploy and optimize inference processes on AWS * Productize DATA outputs via APIs * Implement development best practices aligned with technological standards and Data Engineering strategies. **Profile** * Programming: Proficiency in Python (TensorFlow, PyTorch, LangChain), API connectivity, FASTAPI * AWS Services: AWS SageMaker, Lambda, Step Functions * Orchestration: Knowledge of CI/CD workflows with Jenkins * Databases: OpenSearch, DynamoDB, S3 * Data Processing: Spark, SQL, Pandas, Polars * Containers: Podman for containers on App Runner * AI Skills: Prompt engineering, RAG * Monitoring: AWS CloudWatch, AWS CloudTrail **About Inetum** Inetum is a European leader in digital services. The Inetum team of 28,000 consultants and specialists strives daily to deliver digital impact for enterprises, public sector entities, and society at large. Inetum’s solutions aim to enhance customer performance and innovation, as well as contribute to the common good. Present in 19 countries with an extensive network of centers, Inetum partners with leading software vendors to address digital transformation challenges with proximity and flexibility. **Additional Information** **Key Soft Skills** * Analytical ability to interpret and transform large volumes of data into reliable and reusable assets. * Ability to document processes and communicate clearly to both technical and business audiences. * Proactivity in proposing improvements to existing data architectures and processes. * Assertive communication to interact effectively with technical teams and business units. * Collaborative leadership and ability to positively influence teams and projects. * Analytical thinking and focus on solving complex problems. * Proactivity in identifying risks and proposing continuous improvements. * Organizational and time management skills to handle multiple tasks simultaneously. **Country** Colombia **Location** Bogotá **Contract Type** Open-ended contract