AI Engineer

<p class="whitespace-normal break-words"><strong>About Transform</strong></p> <p class="whitespace-normal break-words">Transform is the AI-native platform for managing and orchestrating change across complex enterprise systems landscapes. We empower consultants and companies with superpowers - capturing and organizing knowledge, turning it into actionable artifacts and work plans, and accelerating project delivery to radically simplify how organizations manage change. We're a well-funded startup led by a successful repeat founder and backed by top investors. With an ambitious vision, an experienced North American founding team, and a growing global footprint. Our Bogotá hub will be a cornerstone of our future, and we're building something extraordinary from day one.</p> <p class="whitespace-normal break-words"><strong>The Role</strong></p> <p class="whitespace-normal break-words">We're hiring an <strong>AI/ML Engineer</strong> to join us in building and deploying machine learning systems that power our AI-driven platform. You'll work at the intersection of data science and engineering, turning cutting-edge AI capabilities into production-ready ML solutions. This role encompasses model development, ML infrastructure building, and ensuring AI capabilities are reliable, scalable, and seamlessly integrated into our products. You'll collaborate closely with data engineers, software developers, and product teams to implement models, build ML pipelines, and create systems that transform how enterprises operate. This is an <strong>in-person, in-office role in Bogotá</strong>, starting remotely while our office is being finalized. You’ll be one of the founding members of our Colombia engineering team, helping shape the culture and technical foundation of our Latin American hub.</p> <p class="whitespace-normal break-words"><strong>What You'll Do</strong></p> <ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7"> <li class="whitespace-normal break-words">Implement and optimize machine learning models for production use</li> <li class="whitespace-normal break-words">Build end-to-end ML pipelines from data ingestion to model serving</li> <li class="whitespace-normal break-words">Develop APIs for model inference and integration with products</li> <li class="whitespace-normal break-words">Create feature stores and ML monitoring solutions</li> <li class="whitespace-normal break-words">Implement model versioning and experiment tracking systems</li> <li class="whitespace-normal break-words">Build automated training and deployment pipelines</li> <li class="whitespace-normal break-words">Monitor model performance and implement retraining workflows</li> <li class="whitespace-normal break-words">Optimize inference performance for latency and cost</li> <li class="whitespace-normal break-words">Architect ML systems for scale and reliability</li> <li class="whitespace-normal break-words">Partner with engineers to integrate ML capabilities into platform features</li> </ul> <p class="whitespace-normal break-words"><strong>What We're Looking For</strong></p> <ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7"> <li class="whitespace-normal break-words">2+ years of ML engineering or related experience (more for senior roles)</li> <li class="whitespace-normal break-words">Strong programming skills in Python and ML frameworks (PyTorch, TensorFlow, scikit-learn)</li> <li class="whitespace-normal break-words">Experience deploying models to production environments</li> <li class="whitespace-normal break-words">Understanding of ML algorithms and when to apply them</li> <li class="whitespace-normal break-words">Experience with MLOps tools (MLflow, Weights &amp; Biases, Kubeflow)</li> <li class="whitespace-normal break-words">Proficiency with cloud platforms and containerization</li> <li class="whitespace-normal break-words">Software engineering best practices (version control, testing, CI/CD)</li> <li class="whitespace-normal break-words">Experience with distributed training and serving (for senior levels)</li> <li class="whitespace-normal break-words">Clear communicator who can work effectively with cross-functional teams</li> <li class="whitespace-normal break-words">Track record of building scalable ML systems (for senior levels)</li> </ul> <p class="whitespace-normal break-words"><strong>Bonus Points</strong></p> <ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7"> <li class="whitespace-normal break-words">Experience with large language models (LLMs) and transformer architectures</li> <li class="whitespace-normal break-words">Knowledge of vector databases and embeddings</li> <li class="whitespace-normal break-words">Experience with real-time ML systems</li> <li class="whitespace-normal break-words">Familiarity with our stack (TypeScript, NestJS, React)</li> <li class="whitespace-normal break-words">Published papers, patents, or open-source ML contributions</li> </ul> <p class="whitespace-normal break-words"><strong>Why Join Us</strong></p> <ul class="[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7"> <li class="whitespace-normal break-words">Join a <strong>high-caliber team</strong> building state-of-the-art AI systems</li> <li class="whitespace-normal break-words">Work on challenging problems at the forefront of enterprise AI</li> <li class="whitespace-normal break-words">Shape our ML platform architecture from the early stages</li> <li class="whitespace-normal break-words">Be part of a fast-paced, supportive, and technically ambitious environment</li> <li class="whitespace-normal break-words">Competitive compensation, equity upside, and career growth opportunities</li> </ul>