Member of Technical Staff - I, Software

About the role

Mavenir is building the future of networks and pioneering advanced technology, focusing on the vision of a single, software-based automated network that runs on any cloud. As the industry's only end-to-end, cloud-native network software provider, Mavenir is transforming the way the world connects, accelerating software network transformation for 250+ Communications Service Providers in over 120 countries, which serve more than 50% of the world’s subscribers. Role Summary Plans, designs, develops and tests software systems or applications for software enhancements and new products including cloud-based or internet-related tools. Key Responsibilities • Generative AI application development • LLMs, SLMs, RAG, agents, tool-calling, and prompt engineering • AI gateway or AI platform concepts • LLM fine-tuning and evaluation • ML model training and ML pipelines • Python-based backend development • FastAPI, REST APIs, microservices, and async processing • Vector databases such as Milvus, FAISS, Qdrant, Weaviate, or Pinecone • ML frameworks such as PyTorch, TensorFlow, Hugging Face Transformers, or Scikit-learn • Fine-tuning frameworks such as PEFT, LoRA, QLoRA, TRL, or Unsloth • Workflow orchestration using Airflow, Prefect, Kubeflow, Dagster, or similar tools • Containerization using Docker • Kubernetes-based deployment experience • Observability using logs, metrics, traces

Skills

Role details

Employment type

Full-time

Openings

1

About Mavenir

Telecommunications company

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