Senior Applied ML Engineer: Speech & LLMs in Production

Talent Connect; Medellín; On-site; COP 255,502,427 - 328,503,121; Full time

Job summary

Talent Connect is seeking an experienced Applied ML Engineer (Senior) to lead the development of machine learning models for real-world AI products. This remote role focuses on building and improving speech-to-text systems for medical conversations in Brazilian Portuguese and Latin American Spanish.

You will design, train, and deploy ML models, maintain training pipelines, and collaborate with cross-functional teams. Candidates in Medellín are preferred, and a strong programming skill in Python is required.

Qualifications

• 5+ years experience building ML models in production.
• Strong programming skills in Python.
• Ability to work independently in ambiguous environments.

Responsibilities

• Design, train, fine-tune, and deploy ML models for speech applications.
• Build and maintain training pipelines and evaluation frameworks.
• Optimize model performance, reliability, and scalability.

Skills

Building and operationalizing ML models

ASR / speech models / audio ML

Python programming

Collaboration in technical and non-technical teams

Tools

PyTorch

ML infrastructure

Orchestration frameworks

Job description

Talent Connect is seeking an experienced Applied ML Engineer (Senior) to lead the development of machine learning models for real-world AI products. This remote role focuses on building and improving speech-to-text systems for medical conversations in Brazilian Portuguese and Latin American Spanish.

You will design, train, and deploy ML models, maintain training pipelines, and collaborate with cross-functional teams. Candidates in Medellín are preferred, and a strong programming skill in Python is required.