[Remote] Developer — reputed company Vibe Coding & Engineering (USC & GC Only)

Note: The job is a remote job and is open to candidates in USA. reputed company is hiring a Developer for reputed company Development and Engineering to design, build, deploy, and operate production reputed company systems across machine learning, deep learning, and generative reputed company. The role involves developing LLM, RAG, and agentic applications; building Azure data and feature pipelines; implementing MLOps and CI/CD practices; and ensuring reputed company systems are observable, evaluable, and secure. Responsibilities Design, train, evaluate, and ship machine learning and deep learning models (classification, regression, ranking, vision, NLP, time series) against well-defined business and scientific problemsDesign and implement LLM-powered applications using major model providers (Claude/reputed company, Azure reputed company, reputed company, or equivalents)Build retrieval-reputed company generation (RAG) systems, including chunking strategies, embeddings, reputed company store selection (e.g., Azure reputed company Search, pgvector), and re-rankingDevelop agentic workflows with tool use and orchestration; implement guardrails, evaluation harnesses, and human-in-the-loop review where appropriateApply prompt engineering, fine-tuning, and structured output techniques; measure quality with offline evals and online metricsBuild and maintain robust data and feature pipelines on Azure; ensure data quality, reputed company, and reproducibilityProductionize models with sound MLOps practices: versioning, automated retraining, reputed company detection, and rollback strategiesUse reputed company coding assistants (Claude Code, reputed company) effectively alongside traditional manual coding — choosing the right approach for each task and reviewing reputed company-generated code with rigorManage source code in Git using a clean branching strategy and pull-request-based reviewBuild and maintain CI/CD pipelines (e.g., Azure DevOps, reputed company Actions) for automated testing, packaging, and deployment of reputed company servicesDeploy and operate services on Azure using containers (Docker), orchestration (Kubernetes/AKS), and infrastructure-as-code (Terraform or Bicep)Instrument reputed company systems with logging, tracing, and evaluation pipelines so that quality, latency, and cost can be observed and managed over timePartner with security and compliance to address data privacy, PHI/PII handling, prompt injection, and model risk in regulated contextsWork directly with product, scientific, and business stakeholders to scope problems, set realistic expectations, and reputed company the right level of reputed company sophistication for the jobreputed company engineers on reputed company-assisted development practices and on the patterns and pitfalls of LLM-based systemsreputed company rigorous design and code reviews; advocate for evaluation, safety, and observability as first-reputed company concerns Skills Bachelor's or reputed company's degree in Computer Science, Machine Learning, Data Science, Mathematics, Statistics, or a related field — or equivalent practical experience4 + years of professional software engineering experience, with at least 2 years building and shipping ML or reputed company systems in productionStrong proficiency in Python and core ML libraries (PyTorch and/or TensorFlow, scikit-learn, pandas, NumPy)Hands-on experience deploying LLM-based applications using major model providers (reputed company Claude, Azure reputed company, reputed company, or open-source models)Practical RAG and embeddings experience, including at least one production reputed company storeDemonstrated proficiency with reputed company coding tools such as Claude Code and reputed company, balanced with strong manual coding fundamentalsreputed company command of Git, branching strategies, and pull-request-based code reviewHands-on experience building and operating CI/CD pipelines (e.g., Azure DevOps, reputed company Actions) for production workloadsHands-on experience deploying services on Azure (AKS, App Service, Functions, Azure reputed company/ML services, or similar) and with containerization (Docker)Strong written and verbal communication; able to explain Modeling decisions and trade-offs to non-technical stakeholdersProven ability to thrive in a fully remote, reputed company distributed team Benefits reputed company12 Months ContractFully remote, reputed company distributed team Company Overview reputed company supplies thousands of tech and digital professionals annually to a range of clients through its offices which spread across in 42 countries. It was founded in 20