Senior Ai Engineer

1 week ago

Singapore Viavi Solutions Full time

Summary:
As part of our innovation team, you will collaborate with CTO leadership, AI solutions architects, data scientists, and RF and telecom engineers to deliver scalable AI for 6G digital twin solutions that address real-world challenges in the upcoming 6G telecommunications domain, including self-healing networks, automation, intelligent decision-making, customer experience enhancement, and network optimization.

Duties & Responsibilities:
Duties & Responsibilities:
Key Responsibilities:

- Lead the development and fast prototyping of AI-based 6G Digital twin and AI solutions incorporating Agentic AI within telecom workflows.
- Develop and maintain prototypes and MVPs using cloud platforms and on-prem infrastructure.
- Design and implement data pipelines for telecom data, including structured and unstructured data.
- Ensure best practices in model evaluation, validation, explainability, and monitoring.
- Develop heterogeneous systems that integrate hardware instruments and monitoring systems with cloud-based AI.
- Mentor junior engineers and contribute to a collaborative team environment.

Required Qualifications:
- Master’s degree (preferred) in Computer Science, Electrical Engineering, Data Science, or related fields.-
- Proven track record of successfully shipping AI solutions from concept to deployment, demonstrating the ability to own the complete lifecycle of ML development.-
- Experience working cross-organizationally to identify and integrate technology streams into a common solution.- Strong programming skills in Python.- Hands-on experience with TensorFlow or PyTorch.- Hands-on experience curaiting datasets, and finetuning LLMs.- Hands-on experience with GenAI development technologies and Agentic AI frameworks (Llamaindex, CrewAI, LangChain, HuggingFace, OpenAI APIs, ).- Extensive experience with the complete MLOps workflow, encompassing data processing, training infrastructure, and deployment infrastructure.- Ability to thrive in a fast-paced environment as a member of a fast prototyping team.

Preferred Skills:

- Basic telecom concepts, including RF network architectures, protocols, or telecom-specific data types.
- Experience with telecom network optimization, anomaly detection, or predictive analysis.
- Basics of RF planning, network slicing, Open RAN, or OSS/BSS systems.
- Knowledge of data engineering concepts and technologies (Kafka, Spark Streaming, etc.).
- Contributions to open-source AI projects or active participation in AI communities.

What We Offer:

- A collaborative environment at the forefront of AI and 6G innovation.
- Opportunities to work on high-impact, transformative AI and 6G projects.
- Access to advanced computing resources and top-tier cloud environments.
- Competitive compensation package with performance-based incentives.
- Continuous learning and career development support.

Pre-Requisites / Skills / Experience Requirements:

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