I

Illumina

Develops sequencing platforms and consumables

Manufacturing Systems Engineer 2

AI Application Engineering +1Updated on Nov 11
Full-timeSingaporeNo salary listedIn-person

About the Job

Requirements

  • A bachelor's degree in Computer Science, Software Engineering, Computer Engineering, Information Systems, or a related discipline.
  • Three to five years of experience in software development, application development, systems engineering, system integration, data engineering, or related technical roles.
  • Strong database design and development experience using Microsoft SQL Server, including query optimization, views, and stored procedures.
  • Proficiency in one or more programming languages such as Python, C#, Java, JavaScript, or equivalent object-oriented languages.
  • Experience developing and supporting software applications, APIs, and system integrations.
  • Experience using source control and version management tools such as GitHub.
  • Strong analytical, troubleshooting, problem-solving, and communication skills.
  • Ability to manage multiple tasks, collaborate across functions, and deliver high-quality solutions in a dynamic manufacturing environment.
  • Understanding of the Software Development Lifecycle, testing methodologies, and deployment practices.
  • Experience building and deploying AI agents in enterprise environments.
  • Demonstrated success developing agents that interact with and coordinate activities across multiple business platforms and technology ecosystems.
  • Experience implementing multi-agent architectures, agent orchestration frameworks, tool calling and workflow execution, Retrieval-Augmented Generation, knowledge retrieval, and reasoning systems.

Responsibilities

  • Design, develop, and support digital and AI manufacturing solutions that improve operational efficiency, data visibility, and decision-making across manufacturing operations.
  • Design and support system integrations between manufacturing and equipment enterprise systems, equipment data sources, and enterprise data platforms.
  • Develop and optimize databases, data pipelines, APIs, and reporting solutions to ensure reliable and scalable manufacturing data flows.
  • Design and build AI agents capable of making business-context-aware decisions, taking actions across enterprise systems and workflows, and operating autonomously within defined guardrails.
  • Design, develop, test, and deploy AI-powered products, applications, and intelligent workflow solutions.
  • Collaborate with Manufacturing, Process Engineering, Equipment Engineering, Quality, OT, and IT teams to translate business requirements into digital solutions.
  • Support system testing, validation, deployment, troubleshooting, and lifecycle management of manufacturing applications and integrations.
  • Drive continuous improvement initiatives through automation, analytics, and digital transformation projects.
  • Contribute to future manufacturing capabilities, including operational intelligence, AI-assisted troubleshooting, predictive analytics, and smart manufacturing solutions.

Desired Qualifications

  • Experience with manufacturing systems or industrial data platforms.
  • Experience with Power BI, Databricks, Azure, cloud technologies, data pipelines, ETL/ELT processes, and analytics platforms.
  • Experience implementing AI solutions within large, global enterprises.
  • Exposure to operational technology, equipment connectivity, or industrial automation environments.
  • Knowledge of vector databases, semantic search, enterprise knowledge management, and Retrieval-Augmented Generation solution patterns.
  • Experience developing operational dashboards, reporting solutions, manufacturing applications, or workflow automation tools.
  • Knowledge of AI, machine learning, predictive analytics, diagnostic solutions, and knowledge management systems.
  • Experience working in regulated manufacturing, medical device, biotechnology, life sciences, semiconductor, or high-tech manufacturing environments.
  • Demonstrated interest in digital transformation, manufacturing systems integration, data-driven operations, and smart manufacturing initiatives.

About the Company

Illumina

Develops sequencing platforms and consumables

Illumina develops and sells integrated sequencing systems and the consumables needed to analyze genetic variation and biological function. Its instruments use sequencing-by-synthesis on flow-cell-based platforms, with specialized reagents and library preparation kits that are consumed per run. The company differentiates itself through a broad end-to-end ecosystem, a large installed base that drives repeat purchases, and strategic acquisitions that expand capabilities into multiomics and clinical applications. Its goal is to advance genomic analysis for research and clinical diagnostics to enable personalized medicine and early cancer detection.

Company size
5,001-10,000
Company stage
IPO
Headquarters
San Diego, CA
Founded
1998

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