Software Developer at Vecima involved in agile software development for broadband networks. Collaborating on projects, implementing code changes, and participating in continuous improvement efforts.
About the role
- Senior Software Developer at Autodesk building AI-driven software for operational decision-making. Implementing ML systems and collaborating with teams to innovate in the AEC industry.
Responsibilities
- Implement, integrate, and optimize ML systems for forecasting, anomaly detection, simulation surrogates, and decision support.
- Build production inference pipelines, APIs, and services.
- Design LLM applications (RAG, tool-calling, contextual Q&A) and agentic workflows that orchestrate multi-step tasks — including agentic code generation to automate model-driven actions.
- Implement MCP routes, schemas, and integrations to connect models with structured product data and tools.
- Ensure reliability with CI/CD, unit/integration/performance testing, observability, and monitoring (model drift, metrics, logs).
- Collaborate with platform/cloud teams to deploy models and troubleshoot integrations.
- Stay current with state-of-the-art AI applications and contribute improvements to models, tooling, and AI engineering practices.
Requirements
- Bachelor’s or Master’s in CS/Engineering/Data Science or equivalent experience.
- 5+ years combining software development and AI/ML for production systems.
- Experience with ML libraries such as scikit-learn, PyTorch, Ray.
- Experience building with APIs, services, containers, CI/CD.
- Familiarity with time-series/sensor/simulation data and basic cloud platform services.
- Good teamwork, independent learning.
Benefits
- Annual cash bonuses
- Comprehensive benefits package
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