AI Engineer

Posted 2 Days Ago
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Singapore, SGP
In-Office
Senior level
Information Technology
The Role
Design, prototype, and deploy AI-driven telecom solutions (Generative AI, LLMs, Agentic AI, digital twins). Build data pipelines, fine-tune models, implement MLOps, integrate hardware and cloud systems, and collaborate with telecom experts to deliver scalable 6G/5G network optimization and automation solutions.
Summary Generated by Built In

Summary:

Initiates the design, development, execution and implementation of technology research projects. Investigates the feasibility of applying scientific principles and concepts to potential inventions and products. Plans and executes applied research. Maintains substantial knowledge of state-of-the-art principles and theories, and may contribute to scientific literature and conferences. May participate in development of patent applications. May coordinate interdepartmental activities and research efforts.

Duties & Responsibilities:

VIAVI Solution CTO office seeks a highly motivated AI Engineer passionate about cutting-edge artificial intelligence and telecommunications technologies. This role will focus on the rapid design, development, and deployment of AI-driven solutions, leveraging Generative AI, Large Language Models (LLMs), Agentic AI architectures, Digital twins, and open-source frameworks.

The ideal candidate brings hands-on experience in fast prototyping within native cloud environments and a working understanding of telecom and wireless systems and data analysis.
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:
Key Responsibilities:
 

  • Conduct the development and fast prototyping of AI-based Digital twin and AI solutions incorporating Agentic AI within telecom workflows.
  • Develop and maintain prototypes and MVPs using cloud platforms and on-prem infrastructure.
  • Collaborate with telecom subject matter experts to understand network architectures (6G, 5G, Open RAN, OSS/BSS systems), optical networks and translate business needs into AI solutions.
  • Design and implement data pipelines for telecom data, including structured and unstructured data.
  • Ensure best practices in model evaluation, validation, explain ability, and monitoring.
  • Stay current with emerging research, open-source contributions, and industry trends in AI/ML, Generative AI, and Telecom AI applications.
  • Develop heterogeneous systems that integrate hardware instruments and monitoring systems with cloud-based AI.

Pre-Requisites / Skills / Experience Requirements:

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.
  • Demonstrable experience developing GenAI applications, including Agent-based architectures.
  • Strong programming skills in Python.
  • Hands-on experience with TensorFlow or PyTorch.
  • Hands-on experience curating datasets, and finetuning LLMs.
  • Hands-on experience with GenAI development technologies and Agentic AI frameworks (Llamaindex, CrewAI, LangChain, HuggingFace, OpenAI APIs,…).
  • Hands-on experience with the complete MLOps workflow, encompassing data processing, training infrastructure, and deployment infrastructure.
     

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.

Skills Required

  • Proven track record of shipping AI solutions from concept to deployment (own full ML lifecycle)
  • Demonstrable experience developing Generative AI applications including agent-based architectures
  • Strong programming skills in Python
  • Hands-on experience with TensorFlow or PyTorch
  • Hands-on experience curating datasets and fine-tuning LLMs
  • Hands-on experience with GenAI development technologies and agentic AI frameworks (LlamaIndex, CrewAI, LangChain, HuggingFace, OpenAI APIs, etc.)
  • Hands-on experience with complete MLOps workflow (data processing, training infrastructure, deployment)
  • Master's degree in Computer Science, EE, Data Science or related (preferred)
  • Basic telecom concepts (RF network architectures, protocols, telecom-specific data types)
  • Experience with telecom network optimization, anomaly detection, or predictive analysis
  • Familiarity with 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

VIAVI Solutions Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about VIAVI Solutions and has not been reviewed or approved by VIAVI Solutions.

  • Leave & Time Off Breadth Time off options are described as generous, including paid time off with flexible scheduling and work-from-home arrangements. Feedback suggests some teams implement unlimited or discretionary PTO and respect balance through flexible start times.
  • Healthcare Strength Health coverage is portrayed as comprehensive, spanning medical, dental, vision, life, disability, wellness initiatives, annual health exams, and emergency medical coverage for travel. Strong medical allowances and an employee assistance program further reinforce perceived coverage depth.
  • Strong & Reliable Incentives Incentive programs are highlighted through variable pay and bonus structures that can augment base pay. Feedback suggests twice-yearly bonuses may occur when company performance supports it.

VIAVI Solutions Insights

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The Company
HQ: Chandler, Arizona
4,570 Employees

What We Do

VIAVI Solutions (NASDAQ: VIAV) is a global leader in both network and service enablement and optical security performance products and solutions. Our technologies contribute to the success of a wide range of customers – from the world’s largest mobile operators and governmental entities to enterprise network and application providers to contractors laying the fiber and building the towers that keep us connected

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