AI Engineer
VIAVI Solutions3 months ago
Singapore, SingaporeSenior
Responsibilities
- Develop and rapidly prototype AI-based digital-twin and agentic AI solutions for telecom workflows.
- Build and maintain AI prototypes and MVPs using cloud platforms and on-premises infrastructure.
- Translate telecom network architectures and business needs into scalable AI solutions.
- Design and implement pipelines for structured and unstructured telecom data.
- Apply best practices for model evaluation, validation, explainability, and monitoring.
- Stay current with AI/ML, Generative AI, Telecom AI, open-source, and industry developments.
- Develop heterogeneous systems integrating hardware instruments and monitoring systems with cloud-based AI.
- Own AI and ML solutions through the complete lifecycle from concept to deployment.
Requirements
- Master’s degree in Computer Science, Electrical Engineering, Data Science, or a related field is preferred.
- Proven experience successfully shipping AI solutions from concept through deployment.
- Demonstrable experience developing Generative AI applications, including agent-based architectures.
- Strong Python programming skills.
- Hands-on experience with TensorFlow or PyTorch.
- Experience curating datasets and fine-tuning LLMs.
- Experience with LlamaIndex, CrewAI, LangChain, Hugging Face, OpenAI APIs, or similar Generative AI and agentic AI technologies.
- Experience with complete MLOps workflows, including data processing, training infrastructure, and deployment infrastructure.
- Basic telecom knowledge, including RF network architectures, protocols, or telecom-specific data types, is preferred.
- Experience with telecom network optimization, anomaly detection, or predictive analysis is preferred.
- Knowledge of RF planning, network slicing, Open RAN, or OSS/BSS systems is preferred.
- Knowledge of data engineering technologies such as Kafka and Spark Streaming is preferred.
- Contributions to open-source AI projects or active participation in AI communities are preferred.
Tech Stack
Categories
About VIAVI Solutions
VIAVI Solutions (NASDAQ: VIAV) is a public company headquartered in Chandler, Arizona that sells network test, monitoring, and service-assurance equipment and software to telecom operators, enterprises, and network builders. It also produces optical security and thin‑film coatings used for currency anti‑counterfeiting and light management in consumer electronics, automotive, defense, and instrumentation. The company traces its lineage to JDSU, from which it was spun out in 2015.