Senior ML Engineer
New
Medellín, Antioquia / Bogotá, Capital District / Cali, Valle del Cauca / Barranquilla / Bucaramanga, SantanderFull-TimeSenior
Salary not disclosed
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Job Details
- Required Skills
- AWSDockerPythonSQLMachine LearningPyTorchTensorflowTerraform
Requirements
- ML Fundamentals: supervised, unsupervised, and reinforcement learning
- Proficiency in Python for ML applications
- Experience with TensorFlow or PyTorch
- Knowledge of Deep Learning architectures (CNNs, RNNs, Transformers)
- Production experience with LLM applications, RAG systems, and prompt engineering
- Experience with vector databases and LLM evaluation
- Proficiency in SQL and data manipulation libraries (pandas, numpy)
- Experience with MLOps practices including Docker, CI/CD, and experiment tracking
- Strong experience with AWS ML services (e.g., SageMaker, Lambda)
- Knowledge of Infrastructure as Code (e.g., Terraform)
Responsibilities
- Design and implement end-to-end ML solutions from experimentation to production
- Build scalable ML pipelines and infrastructure
- Optimize model performance, efficiency, and reliability
- Write clean, maintainable, production-quality code
- Conduct rigorous experimentation and model evaluation
- Mentor junior and mid-level ML engineers
- Collaborate with cross-functional teams (DevOps, Data Engineering, SAs)
- Contribute to the development of reusable ML accelerators
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