9 часов назад
Senior AI/ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI/ML Engineer (AI): Acting as the core data and machine learning authority during client engagements, you will propose advanced AI architectures and data pipelines. Focus on building and optimizing complex RAG architectures, multi-agent systems, and semantic search capabilities.
Location: Remote / Latin America
Company
is a global software engineering powerhouse dedicated to solving complex digital challenges.
What you will do
- Consult with clients to assess their data readiness and recommend optimal ML approaches.
- Build and optimize complex RAG architectures, multi-agent systems, and semantic search capabilities.
- Design data ingestion, chunking, and embedding pipelines to feed intelligence into the applications.
- Handle model selection, parameter-efficient fine-tuning, and deployment configuration.
- Ensure ongoing model scalability, reliability, and robust monitoring in production environments.
- Proactively identify and implement strategies to optimize both the computational performance and operational costs of AI systems.
Requirements
- 5+ years of professional Machine Learning or Data Engineering experience, featuring deep expertise and strong coding skills in Python.
- Production experience with ML frameworks (PyTorch, TensorFlow) and comprehensive knowledge of LLM ecosystems (OpenAI, Hugging Face Transformers, LangChain).
- Hands-on experience building and deploying RAG pipelines and managing Vector Databases (Pinecone, Milvus, Weaviate, Qdrant, or pgvector).
- Experience with cloud platforms (AWS, GCP, Azure).
- Knowledge of data engineering tools (such as Apache Airflow and Spark).
- Understanding of MLOps and collaborative development, including model versioning, monitoring, GitHub, and CI/CD practices.
Nice to have
- Experience with open-source model deployment (Llama 3, Mistral) and fine-tuning techniques.
- Familiarity with managed cloud AI services (AWS SageMaker, Vertex AI, or Azure AI).
Culture & Benefits
- Engineering excellence.
- Transparent communication.
- Passion for pushing the boundaries of what is possible in the AI landscape.
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