Job Summary: We are seeking a Cloud Developer with multi-cloud experience and solid foundations in object-oriented programming, backend development, and the MLOps lifecycle. Key Highlights: 1. Microservices and serverless functions design and implementation 2. Model development with scikit-learn, TensorFlow/Keras, PyTorch 3. Infrastructure automation with IaC Orion Innovation is a premier, award-winning, global business and technology services firm. Orion delivers game-changing business transformation and product development rooted in digital strategy, experience design, and engineering, with a unique combination of agility, scale, and maturity. We work with a wide range of clients across many industries including financial services, professional services, telecommunications and media, consumer products, automotive, industrial automation, professional sports and entertainment, life sciences, ecommerce, and education. **Job Description: Cloud Developer (Multi-Cloud) with AI/ML and DevOps** **Location:** Hybrid (2 days per week in office, CDMX) **Position Type:** Full-time **Key Areas:** Cloud (AWS/GCP/Azure), Backend (Node.js / Python), AI/ML (CV/NLP), DevOps/CI-CD, Kubernetes, Observability **Role Summary** We are seeking a **Cloud Developer** with **multi-cloud** experience (AWS, GCP or Azure) and solid foundations in **object-oriented programming**, **backend development with Node.js and/or Python**, and the **MLOps lifecycle**, to design, build, and operate scalable applications and services. This role will integrate **cloud-native architectures**, **CI/CD pipelines**, **DevOps practices**, and **AI models** (Machine Learning, Deep Learning, Computer Vision, NLP) into production environments. **Key Responsibilities** **Architecture and Development** * Design and implement **microservices** and **serverless functions** on **AWS/GCP/Azure** (multi-cloud), applying security, resilience, and cost optimization best practices. * Develop APIs and backend services in **Node.js and/or Python**, following **OOP**, SOLID principles, and quality standards (unit and integration tests). * Build **data and ML/DL training/inference pipelines**, containerized with Docker and orchestrated on **Kubernetes** (GKE/EKS/AKS). * Implement **real-time and batch inference** for **ML, CNN/RNN/LSTM**, **Computer Vision**, and **NLP** models. **MLOps & DevOps** * Design and implement **CI/CD** (build, test, deploy, canary/blue-green, rollback) using **Cloud Build/Deploy** (GCP) or equivalent tools on AWS/Azure. * Automate infrastructure with **IaC** (Terraform / Cloud Deployment Manager / ARM/Bicep). * Implement end-to-end **observability** (logs, metrics, traces) using **Cloud Monitoring/Logging** (or equivalents) and SLO/SLI dashboards. * Manage **cloud costs** (cost explorer, budgets/alerts) and resource optimization. **AI/ML (Deep Dive)** * Develop models with **scikit-learn**, **TensorFlow/Keras**, **PyTorch** for use cases in **supervised, unsupervised, CV and NLP**. * Integrate **OpenCV/cv2** into computer vision pipelines (pre/post-processing). * Implement **feature stores**, model/data versioning, and **model serving** with auto-scaling. * Ensure **model governance**: reproducibility, drift monitoring, fairness, and compliance. **Agile / Scrum Master** * Participate in Scrum ceremonies (planning, dailies, reviews, retros) and remove impediments. * Manage backlog, agile metrics (velocity, lead time), and foster continuous delivery. * Collaborate with stakeholders (product, security, data) to align objectives. **Requirements (Hard Skills)** **Cloud (one or more, multi-cloud preferred):** * **GCP**: Compute Engine, App Engine, Cloud Storage, **Cloud SQL**, **Cloud Functions**, **GKE**, **BigQuery**, **Cloud Build**, **Cloud Deploy**, **Cloud Monitoring and Logging**. * **AWS (preferred)**: EC2, Lambda, S3, RDS, EKS, SageMaker/Step Functions, CloudWatch/CloudTrail, CodeBuild/CodePipeline. * **Azure (preferred)**: VM/Functions, AKS, Blob Storage, Azure SQL, ML, Monitor, DevOps Pipelines. **Backend and Languages:** * **Node.js** and/or **Python** (mandatory), **OOP**, design patterns, REST/GraphQL. * Testing (Jest/PyTest), linters/formatters, dependency and environment management. **AI/ML:** * Supervised/unsupervised **ML** (**scikit-learn**). * **Deep Learning**: **CNN, RNN, LSTM** with **TensorFlow/Keras** and/or **PyTorch**. * **Computer Vision**: **OpenCV/cv2**, data augmentation, real-time inference. * **NLP**: **spaCy**, **NLTK** (Hugging Face Transformers preferred). * MLOps: versioning (DVC/MLflow/Git), artifacts, tracking, serving, monitoring. **DevOps / CI-CD / Infrastructure:** * **Docker**, **Kubernetes** (ingress, HPA, probes, secrets, ConfigMaps). * **CI/CD**: **Cloud Build/Deploy** (GCP) or equivalents; GitOps (ArgoCD/Flux) preferred. * **IaC**: **Terraform** (policy-as-code with OPA/Conftest preferred). * **Observability**: metrics, logs and traces; alerts and dashboards. **Security and Compliance:** * IAM/roles, secrets (Secret Manager/Parameter Store/Key Vault), image scanning, encryption in transit/at rest, network policies (VPC, firewall), basic compliance (e.g., ISO/PCI/PII as applicable). **Competencies** * Clear communication with technical and business stakeholders. * Results-oriented mindset, product thinking, and impact-driven prioritization. * Analytical thinking and complex problem-solving ability. * Self-directed learning and continuous upskilling. **Academic Qualifications** * Bachelor’s or Engineering degree in Computer Science, Systems, Mathematics, Physics, or related field (or equivalent experience). **Reference Tools** * **Languages**: Python, Node.js (TypeScript preferred). * **ML/DL**: scikit-learn, TensorFlow/Keras, PyTorch, OpenCV, spaCy, NLTK (Hugging Face preferred). * **Data**: BigQuery, Pub/Sub, Dataflow (or equivalents), Cloud SQL, object storage. * **Orchestration/Serving**: Kubernetes (GKE/EKS/AKS), serverless (Cloud Functions/Lambda/Azure Functions). * **DevOps**: Git, Cloud Build/Deploy, GitHub Actions/GitLab CI, Terraform, Helm, ArgoCD (preferred). * **Observability**: Cloud Monitoring/Logging, Prometheus/Grafana, OpenTelemetry (preferred). * **Security**: IAM, Secret Manager, KMS, container scanners. Orion is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, gender identity or expression, pregnancy, age, national origin, citizenship status, disability status, genetic information, protected veteran status, or any other characteristic protected by law. Candidate Privacy Policy Orion Systems Integrators, LLC and its subsidiaries and its affiliates (collectively, "Orion," "we" or "us") are committed to protecting your privacy. This Candidate Privacy Policy (orioninc.com) ("Notice") explains: * What information we collect during our application and recruitment process and why we collect it; * How we handle that information; and * How to access and update that information. Your use of Orion services is governed by any applicable terms in this notice and our general Privacy Policy.