Job Description
7 days ago
We are seeking an AI Solution Architect to serve as the companyâs AI subjectâmatter expert. This role plays a pivotal role in the groupâs AI initiatives, from useâcase selection and value sizing to reference architectures, model/tool choices (LLMs, multimodal, ML), orchestration and production operating model. You will partner with business and technology stakeholders, provide technical leadership and architecture oversight, and ensure AI solutions are productionâready.
This role is ideal for individuals with a strong technical foundation in AI/ML and strong software engineering judgment, with proven experience delivering production business applications and integrating AI into enterprise systems. You are comfortable working from ambiguous problems to a clear technical design, and you can communicate tradeoffs across cost, risk, performance, and maintainability.
You will work closely with commercial, operations, supply chain, and finance teams to identify opportunities where AI, analytics, and automation can improve efficiency, decisionâmaking, and sustainability outcomes.
Key Responsibilities
⢠Support executiveâlevel communication for AI initiatives and translation of business priorities into an AI roadmap, investment cases, and measurable value
⢠Collaborate with internal business stakeholders, including but not limited to commercial, supply chain, operations, finance, to understand business processes and identify opportunities for AIâdriven or dataâenhanced solutions
⢠Translate business priorities into a clear AI useâcase pipeline and delivery plan
⢠Lead solution architecture for AI systems, including agentic workflows (task decomposition, tool/API calling, approvals, humanâinâtheâloop) and the target production operating model
⢠Provide technical leadership to development teams (including offshore) to design, implement, integrate, and deliver productionâready AI solutionsâcombining LLMs, MLOps tools, and data pipelines into scalable, maintainable systems (e.g., taskâchaining agents and APIâdriven workflows for reasoning, planning, and decision support).Visualize and communicate insights clearly to nonâtechnical audiences, enabling dataâdriven decisionâmaking
⢠Contribute to the governance and continuous improvement of data quality, model validation, and performance tracking.
⢠Stay abreast of advances in AI research, orchestration frameworks, and foundation model ecosystems to guide the groupâs evolving AI strategy.
Qualifications
⢠Bachelorâs or Masterâs degree in Artificial Intelligence, Machine Learning, Computer Science, Data Science, Business Analytics or a related quantitative discipline with a strong AI focus
⢠5+ years of handsâon experience in AI/ML, data analytics, software/data engineering (incld. AI integration and agentic solutions), or digital transformation
⢠Strong proficiency in Python for data processing, model development, and API integration
⢠Knowledge of AI orchestration and MLOps practices, including data pipeline management, model deployment, and workflow automation
⢠Exposure to LLMs and foundation models (prompt design, fineâtuning, API management, or embedded agent systems).
⢠Understanding of advanced analytics techniquesâe.g., regression, clustering, forecasting, reinforcement learning, or optimization.
⢠Familiarity with security/privacy concepts for AI solutions (access controls, data handling, vendor/tool risk awareness).
⢠Strong analytical and problemâsolving mindset with curiosity to learn business processes within the biofuel, energy, or advanced manufacturing sectors
⢠Ability to lead projects with a handsâon approach, balancing managerial responsibilities with technical contributions to ensure successful delivery
⢠Proficiency in English; Mandarin considered a plus.
Why Join Us
At EcoCeres, youâll have the opportunity to work in a fastâgrowing sustainability tech environment, applying AI and analytics to realâworld industrial and commercial challenges. You will contribute to initiatives that support our mission to build a smarter and greener operation network across Asia.
EcoCeres is committed to diversity and inclusion and is proud to be an equalâopportunity employer.
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This role is ideal for individuals with a strong technical foundation in AI/ML and strong software engineering judgment, with proven experience delivering production business applications and integrating AI into enterprise systems. You are comfortable working from ambiguous problems to a clear technical design, and you can communicate tradeoffs across cost, risk, performance, and maintainability.
You will work closely with commercial, operations, supply chain, and finance teams to identify opportunities where AI, analytics, and automation can improve efficiency, decisionâmaking, and sustainability outcomes.
Key Responsibilities
⢠Support executiveâlevel communication for AI initiatives and translation of business priorities into an AI roadmap, investment cases, and measurable value
⢠Collaborate with internal business stakeholders, including but not limited to commercial, supply chain, operations, finance, to understand business processes and identify opportunities for AIâdriven or dataâenhanced solutions
⢠Translate business priorities into a clear AI useâcase pipeline and delivery plan
⢠Lead solution architecture for AI systems, including agentic workflows (task decomposition, tool/API calling, approvals, humanâinâtheâloop) and the target production operating model
⢠Provide technical leadership to development teams (including offshore) to design, implement, integrate, and deliver productionâready AI solutionsâcombining LLMs, MLOps tools, and data pipelines into scalable, maintainable systems (e.g., taskâchaining agents and APIâdriven workflows for reasoning, planning, and decision support).Visualize and communicate insights clearly to nonâtechnical audiences, enabling dataâdriven decisionâmaking
⢠Contribute to the governance and continuous improvement of data quality, model validation, and performance tracking.
⢠Stay abreast of advances in AI research, orchestration frameworks, and foundation model ecosystems to guide the groupâs evolving AI strategy.
Qualifications
⢠Bachelorâs or Masterâs degree in Artificial Intelligence, Machine Learning, Computer Science, Data Science, Business Analytics or a related quantitative discipline with a strong AI focus
⢠5+ years of handsâon experience in AI/ML, data analytics, software/data engineering (incld. AI integration and agentic solutions), or digital transformation
⢠Strong proficiency in Python for data processing, model development, and API integration
⢠Knowledge of AI orchestration and MLOps practices, including data pipeline management, model deployment, and workflow automation
⢠Exposure to LLMs and foundation models (prompt design, fineâtuning, API management, or embedded agent systems).
⢠Understanding of advanced analytics techniquesâe.g., regression, clustering, forecasting, reinforcement learning, or optimization.
⢠Familiarity with security/privacy concepts for AI solutions (access controls, data handling, vendor/tool risk awareness).
⢠Strong analytical and problemâsolving mindset with curiosity to learn business processes within the biofuel, energy, or advanced manufacturing sectors
⢠Ability to lead projects with a handsâon approach, balancing managerial responsibilities with technical contributions to ensure successful delivery
⢠Proficiency in English; Mandarin considered a plus.
Why Join Us
At EcoCeres, youâll have the opportunity to work in a fastâgrowing sustainability tech environment, applying AI and analytics to realâworld industrial and commercial challenges. You will contribute to initiatives that support our mission to build a smarter and greener operation network across Asia.
EcoCeres is committed to diversity and inclusion and is proud to be an equalâopportunity employer.
#J-18808-Ljbffr
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