Senior ML Engineer - End-to-End Production AI & LLMOps

SoftServe; Chile; Vor Ort; CLP 60.000.000 - 95.000.000; Vollzeit

Zusammenfassung

SoftServe is seeking a senior ML engineer to turn advanced machine learning ideas into reliable production solutions. You will own end-to-end ML systems within the AI and Data Science Center of Excellence, collaborating with engineers, data scientists, and clients to deliver practical AI solutions with measurable impact.

You will design pipelines, build LLMOps and agent-based workflows, maintain CI/CD for ML, and ensure secure, scalable deployments across cloud platforms.

Qualifikationen

• At least three years of hands-on production ML experience.
• Advanced Python experience for model development, packaging, and service integration.
• Experience with LLMOps, agent frameworks, and cloud services (AWS/Azure/GCP).

Aufgaben

• Design end-to-end machine learning pipelines covering data ingestion, feature engineering, model training, optimization, and production deployment to support reliable AI solutions
• Build and maintain LLMOps pipelines using experiment tracking and observability tools to improve model reproducibility, prompt management, and production visibility across ML systems
• Collaborate with data scientists, engineers, and clients to transform business requirements into production-ready solutions for NLP, retrieval-augmented generation, and multimodal AI applications
• Develop agentic systems and multi-agent workflows using frameworks such as LangGraph, CrewAI, or similar technologies to support autonomous AI capabilities at production scale
• Enhance machine learning infrastructure by maintaining CI/CD/CT pipelines, cloud environments, data stores, monitoring processes, and security practices that support dependable operations
• Integrate and package machine learning services into production applications while ensuring reliability, maintainability, and long-term operational stability
• Operate workflow orchestration platforms such as Databricks Jobs and Workflows, Kubeflow, or Airflow to automate, schedule, and monitor machine learning pipeline execution

Kenntnisse

Python

LLMOps

AgentOps

CI/CD for ML

English communication

Ausbildung

Master's degree in Computer Science

Tools

MLflow

Langfuse

LangSmith

Weights & Biases

Jobbeschreibung

SoftServe is seeking a senior ML engineer to turn advanced machine learning ideas into reliable production solutions. You will own end-to-end ML systems within the AI and Data Science Center of Excellence, collaborating with engineers, data scientists, and clients to deliver practical AI solutions with measurable impact.

You will design pipelines, build LLMOps and agent-based workflows, maintain CI/CD for ML, and ensure secure, scalable deployments across cloud platforms.