AI/ML Engineer

About the role

UST is seeking an AI/ML Engineer who can move fluidly between rapid experimentation, production engineering, and customer problem‑solving. You will help design, prototype, and scale enterprise Generative AI and Machine Learning solutions across multiple business domains.

Key responsibilities

• Act as a “firefighter” for urgent AI challenges: evaluate new tools, models, frameworks and platforms, build prototypes, and deliver proofs of concept on compressed timelines.
• Investigate under‑performing AI applications, diagnose issues in data, prompts, retrieval, orchestration, models, infrastructure, or user workflows, and recommend scaling, redesign, pausing or discontinuation.
• Design reusable, enterprise‑grade architectures for Generative AI, Agentic AI, and ML applications, including data pipelines and instrumentation.
• Define and implement outcome metrics such as adoption, productivity, quality, latency, cost, user satisfaction, risk and business value.
• Build dashboards, semantic models, evaluation workspaces and self‑service analytics to enable stakeholders to monitor AI performance without manual reporting.

Required profile

• Strong analytical mindset with the ability to structure ambiguous problems and deliver clear, data‑driven recommendations.
• Experience working in fast‑paced, cross‑functional teams and communicating findings to technical and business audiences.
• Proven ability to design and operationalize AI solutions at scale.

Required skills

• AI tools
• AI models
• AI frameworks
• AI platforms
• Data pipelines
• Instrumentation
• Dashboards
• Semantic models
• Evaluation workspaces
• Self‑service analytics