Machine Learning Engineer

Description

**Meet our team!** -------------------------- Innovative. Driven and ambitious to dominate the world of trade marketing. A technology company based in Florianópolis that values commitment to deliverables and results, prioritizing collaborative and human-centered relationships. Here, we respect diversity and value the authenticity of every individual. To join us on stage, respecting differences is essential. **What will be your role?** Possess the ability to transform experimental Machine Learning models into scalable, high-performance production solutions. Serve as a solid bridge between data science and engineering, ensuring our algorithms run stably and securely. Be automation- and system-resilience-oriented. Understand the company's technological architecture well, identify infrastructure bottlenecks, and recommend best practices for deployment and versioning. **Your day-to-day responsibilities:** ---------------------------- * Build, automate, and maintain CI/CD pipelines specifically designed for Machine Learning models, ensuring continuous integrations and deliveries; * Deploy predictive models and algorithms into production, designing highly scalable and efficient APIs and serving systems; * Continuously monitor model performance in production (detecting data drift and concept drift) and infrastructure health, implementing alerts and retraining pipelines; * Collaborate closely with Data Scientists and Data Engineers to optimize code, standardize development environments, and define the optimal cloud architecture for our data. **To make this show happen, you must master:** --------------------------------------------------------------- * Higher education degree in Computer Science, Engineering, Information Systems, or related fields; * Strong programming experience (especially Python) and adoption of sound software engineering practices (Clean Code, automated testing, Git version control); * Practical experience with containerization and orchestration (Docker, Kubernetes) and hands-on experience with cloud platforms; * Familiarity with tools from the MLOps and data orchestration ecosystem (e.g., MLflow, Kubeflow, Apache Airflow, DVC, or similar); * Technical English (essential for reading, analyzing, and interpreting documentation and forums); * Excellent Portuguese writing skills. **If you want to stand out, it’s good to have…** --------------------------------------------------------- * Experience and expertise in the Microsoft Azure cloud ecosystem; * Experience with Infrastructure as Code (IaC), using tools such as Terraform; * Curiosity to explore and experiment with the latest technologies in our market (including LLMOps); * Prior knowledge or experience in Trade Marketing; * Proficiency in Spanish. **Benefits that make a difference in your daily life!** ------------------------------------------------------ Here, we value your well-being, growth, and quality of life. That’s why we offer a comprehensive and flexible benefits package so you can work your way and live better. * Remote First & Anywhere Office culture – Work from anywhere. * Caju card (Visa-branded) for use with: meals, transportation, culture, health, and education. Fully covered by the company. * Birthday Day Off – In your birth month, choose one day off to enjoy however you like. * Health and dental insurance plans for you and your dependents. * Wellhub – In partnership with Caju+, select the plan that best suits you under special conditions; you, your parents, and legal dependents are all eligible for this benefit; * Conexa Saúde – 2 online psychotherapy sessions and 2 online nutritionist sessions – fully covered by the company. * Discounts on medications and lab tests through the Navdasa network; * Life insurance for your security and peace of mind; * Exclusive monthly education budget to invest in your professional growth; * Annual Profit-Sharing Program; * Extended maternity and paternity leave; * Additional days off between Christmas and New Year’s to enjoy with loved ones; * Transportation allowance (based on work model), fully covered by the company; * Partnership with the Guapeco pet insurance plan to care for your pet; * Numerous exclusive partnerships and discounts for you. Here, you’ll find everything you need to grow and live better! We’re looking forward to having you shine on our stage! Involves is for everyone!