AI Engineer - Nexus Black

IFS

$90K — $100K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4-8+ years of experience as a software/AI engineer in dynamic, startup-like settings.
  • Proficient in Python and TypeScript for building production services and API integrations.
  • Experience in deploying LLM/agent systems into production, focusing on real-world application.
  • Hands-on knowledge of evaluation methods for AI systems, including prompt engineering and observability techniques.
  • Familiar with vector databases and retrieval patterns for effective data handling.
  • Solid understanding of backend processes such as services, data models, and CI/CD automation.
  • Strong communication skills, with a knack for converting vague business challenges into clear technical tasks.

Responsibilities

  • Rapidly develop prototypes of AI agents and workflows that address specific customer challenges.
  • Design and create cloud-native backend services to integrate various AI components.
  • Establish robust retrieval methods for LLMs in collaboration with data engineering.
  • Implement evaluation loops for continuous improvement in quality and safety of AI systems.
  • Enhance developer experience through creation of reusable tools and internal documentation.
  • Engage with customers to clarify problems, set success metrics, and refine product solutions.
  • Lead discussions on design choices, conduct code reviews, and mentor team members.

Benefits

  • Flexible paid time off, including sick and holiday leave.
  • Comprehensive medical, dental, and vision insurance plans.
  • 401K retirement plan with company contributions.
  • Flexible spending accounts to assist with medical expenses.
  • Life insurance and disability coverage included.
  • Tuition assistance for professional development opportunities.
  • Opportunities for community involvement and volunteer events.
Full Job Description
Job Description

We are seeking an AI Engineer with a builder's mindset to bring cutting-edge AI agents and workflows into production for IFS Nexus Black. You'll turn ambiguous customer problems into working prototypes in days/weeks, iterate in the field, and scale the winners into reliable products.

You will work across the stack-prompting, tools, retrieval, evaluation, guardrails, and backend services-collaborating closely with product, design, and data engineering. Expect high autonomy, direct exposure to customers, and a fast loop from idea 12 demo 12 production.

Key Responsibilities:
• Rapidly prototype AI agents and guided workflows that solve concrete customer problems; ship thin slices, instrument, and iterate with real usage.
• Design and implement cloud-native backend services that orchestrate prompts, tools, retrieval, and automations; own the path from POC to production.
• Build robust retrieval for LLMs (search/vector pipelines, context assembly, tool selection) in partnership with data engineering.
• Establish evaluation loops: offline/online tests, golden sets, regression checks, and human-in-the-loop review to measurably improve quality and safety.
• Contribute to developer experience: reusable agents/tools, SDKs, templates, and internal documentation that speed up future builds.
• Collaborate with customers and internal stakeholders to frame problems, define success metrics, and translate insights into productizable solutions.
• Lead design discussions and code reviews; mentor teammates and raise the quality bar while keeping momentum high.

Qualifications

4-8+ years as a software/AI engineer, including shipping 01 products or features in startup-like environments.
• Strong in Python (and comfortable with TypeScript); able to build production services and integrate with external systems/APIs.
• Proven experience taking LLM/agent systems to production (tool use, function calling, planning/exec, retrieval-augmented generation).
• Hands-on with evaluation (offline/online), prompt engineering, tracing, and observability for AI systems.
• Familiarity with vector databases/search, embeddings, and context/retrieval patterns; pragmatism about when/what to index.
• Solid backend fundamentals (services, queues, data models, CI/CD, cloud) and a bias to automate what you repeat.
• Excellent communication and product sense-able to turn fuzzy business problems into clear technical plans and measurable outcomes.
• Fast mover: comfort with ambiguity, crisp prioritization, and the judgment to ship small, safe increments quickly.
• Nice-to-have: open-source contributions, hackathon wins, or a portfolio of shipped side projects; experience at both an early-stage startup and a larger-scale system.

What We're Offering
  • Salary Range: $90,000 to $100,000 plus bonus
  • Flexible paid time off, including sick and holiday
  • Medical, dental, & vision insurance
  • 401K with Company contribution
  • Flexible spending accounts
  • Life insurance and disability benefits
  • Tuition assistance
  • Community involvement and volunteering events


Additional Information

We embrace flexibility and hybrid work opportunities to support diverse needs and lifestyles, while also valuing inclusive workplace experiences. By fostering a sense of community, we drive innovation, strengthen connections, and nurture belonging. Our commitment ensures you can work in a way that suits you best, while also engaging with colleagues to share ideas and build meaningful relationships.

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