AI/ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI/ML Engineer (AI): Leading AI initiatives and architecting production-ready ML systems for global enterprise clients with an accent on NLP, computer vision, and generative AI. Focus on designing end-to-end ML architectures, fine-tuning foundation models, and implementing scalable MLOps workflows.
Location: Hybrid (Medellin, Colombia)
Company
is a global software design and development firm delivering custom product solutions for startups and Fortune 500 companies across various industries.
What you will do
- Translate complex business challenges into actionable AI/ML roadmaps and solutions.
- Design, build, and present Proofs of Concept to validate technical and business feasibility.
- Architect scalable deployment strategies including real-time serving, batch processing, and API design.
- Lead the fine-tuning of foundation models using PEFT methods like LoRA and QLoRA.
- Implement and maintain robust CI/CD pipelines for automated model training, evaluation, and versioning.
- Provide technical leadership and mentorship to engineering teams on research-to-production workflows.
Requirements
- Bachelor's degree in Computer Science, IT, or a related field.
- Minimum 10+ years in software engineering with at least 5+ years focused on production ML systems.
- Expert proficiency in Python and software engineering fundamentals.
- Deep experience with PyTorch or TensorFlow and modern architectures like Transformers.
- Hands-on expertise in fine-tuning LLMs and parameter-efficient tuning strategies.
- Strong background in model serving, containerization (Docker, Kubernetes), and cloud-based ML (AWS SageMaker, GCP Vertex AI, or Azure ML).
Culture & Benefits
- Collaboration within an international team environment.
- Exposure to diverse domains including financial services, healthcare, and retail.
- Focus on continuous learning and professional development.
- Cooperative and supportive team atmosphere.
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