Senior Software Engineer - AI/ML

Artian AI

$130K — $180K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Deep Python engineering experience with a proven track record of shipping production systems.
  • Significant expertise in applied ML, LLM systems, NLP, retrieval, and agentic architectures.
  • Strong system-design skills with a focus on tradeoffs in accuracy, latency, cost, and reliability.
  • Proficient in building evaluation pipelines and metrics for model monitoring.
  • Ability to navigate complex projects independently in ambiguous environments.
  • Strong technical judgment differentiating robust AI techniques from less viable options.
  • Clear communication skills for mentoring and collaboration.
  • PhD in a relevant technical field or equivalent industry experience.

Responsibilities

  • Lead the design and implementation of AI/ML systems for financial services workflows.
  • Architect agentic systems integrating LLMs, retrieval, embeddings, and more.
  • Develop evaluation infrastructure to measure agent quality and performance metrics.
  • Translate customer needs into auditable and scalable AI system designs.
  • Own major AI/ML workstreams from exploration to deployment.
  • Collaborate with backend, product, and solutions teams for seamless integration.
  • Mentor engineers in AI system design and productionization.
  • Establish standards for AI reliability and maintainability.

Benefits

  • Opportunity to lead cutting-edge AI/ML projects that shape the future of financial automation.
  • A collaborative environment where mentorship and skill development are encouraged.
  • Chance to influence product architecture and direction at an early-stage company.
  • Engagement with complex and high-stakes problem-solving in the financial sector.
Full Job Description
About the Role

Artian AI is looking for a Senior Software Engineer - AI/ML to lead development of core AI systems for our agentic automation platform. You will help design, build, and scale the AI architecture that enables autonomous agents to perform complex, high-stakes work for financial services customers.

This is a senior individual contributor role for someone who can operate across research-informed prototyping, production engineering, evaluation, and system design. You will be expected to make high-leverage technical decisions, mentor other engineers, and drive AI/ML projects from ambiguous problem statements to reliable product capabilities.

What You'll Do
  • Lead design and implementation of AI/ML systems that power autonomous financial-services workflows.
  • Architect agentic systems involving LLMs, retrieval, embeddings, tool use, planning, classification, ranking, and structured reasoning.
  • Build rigorous evaluation infrastructure for measuring agent quality, task completion, hallucination risk, accuracy, latency, and regressions.
  • Translate customer and product needs into technical AI system designs that are reliable, auditable, and scalable.
  • Own major AI/ML workstreams from exploration through production deployment.
  • Partner closely with backend, product, and solutions teams to ensure AI capabilities are deeply integrated into the platform.
  • Mentor engineers on AI system design, experimentation, evaluation, and productionization.
  • Establish engineering standards for AI reliability, observability, safety, and maintainability.
What We're Looking For
  • Deep Python engineering experience and a track record of shipping production systems.
  • Significant experience with applied ML, LLM systems, NLP, retrieval, embeddings, ranking, or agentic architectures.
  • Strong system-design skills and the ability to reason about tradeoffs across accuracy, latency, cost, reliability, and maintainability.
  • Experience building evaluation pipelines, offline and online metrics, model monitoring, or data feedback loops.
  • Ability to operate independently in ambiguous environments and drive complex projects to completion.
  • Strong technical judgment and the ability to distinguish promising AI techniques from fragile demos.
  • Clear communication and mentorship skills.
  • PhD in Computer Science, Machine Learning, Artificial Intelligence, or a related technical field, or equivalent industry experience.
Nice to Have
  • Experience building production LLM applications, AI agents, RAG systems, or enterprise automation platforms.
  • Experience with financial services, compliance, model risk management, auditability, or regulated enterprise workflows.
  • Experience designing human-in-the-loop workflows, approval systems, or agent control mechanisms.
  • Experience at an early-stage company where senior engineers are expected to shape product and architecture.

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