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Solen Software Group; Northern (KY); Hybrid; USD 120,000 - 160,000; Full time

Job summary

Solen Software Group is a mission-driven company building AI-enabled vertical SaaS solutions across a portfolio of OpCos. As an AI Engineer, you will embed within a small AI pod, deploy real systems into production, and drive measurable value across our operations.

You will own end-to-end delivery from integration to monitoring, with a focus on reusable components and stakeholder impact. You'll collaborate closely with operators, integrate with legacy and third-party systems, and establish

Qualifications

• 4+ years building and shipping production software with direct system ownership.
• Experience with APIs, authentication, and data pipelines.
• Deploying LLM-based systems to production with failure modes and non-determinism.
• Proficiency in a modern backend stack (Python, TypeScript/Node) and SQL.
• Proven ability to work directly with non-technical stakeholders to define and validate requirements.
• Comfort working without a project manager or predefined roadmap.

Responsibilities

• Embed and innovate with AI-driven systems for high-impact workflows.
• Integrate with legacy databases, undocumented APIs, or third-party SaaS platforms.
• Build and monitor full lifecycle of feature deployments in live environments.
• Standardize bespoke solutions into reusable components and adapters.
• Quantify and validate impact with tangible metrics like time saved or costs reduced.

Skills

Systems Integration

AI Judgment

Fast & Quality-Driven

Effective Communicator

Self-Directed Problem Solver

Integration Engineering

Applied AI Judgment

Speed with QA

Operator-Facing Communication

Ambiguity Tolerance

Tools

Python

TypeScript/Node

SQL

LLM deployment tooling

Data pipelines

Job description

Solen Software Group is on a mission to revolutionize the vertical SaaS landscape by tapping into the untapped potential of proprietary operational data that our portfolio companies possess. This data is a formidable moat, but only if it's harnessed effectively. As an AI Engineer at Solen, you'll be instrumental in transforming this potential into tangible software solutions. Embedded within a small, dynamic AI pod, you'll be tasked with deploying real systems into real operational environments across our OpCos. Unlike traditional R&D or internal enablement roles, this position is about building, deploying, and making a measurable impact. Multiple pods are being launched globally, each with the same ambitious mandate, and measured against each other based on what reaches production and its tangible value.

What You Will Do

Embed and Innovate: Work closely with OpCo leaders to pinpoint high-impact operational workflows and then scope and construct AI-driven systems that enhance these processes. Your role is to convert complex operational data into efficient, AI-enabled solutions that resonate with real-world needs.

Integrate and Deploy: Seamlessly integrate with existing systems, whether they're legacy databases, undocumented APIs, or third-party SaaS platforms. Your goal is to ensure smooth data flow into and out of production systems, culminating in fully functional deployments.

Build and Monitor: Oversee the complete lifecycle of feature deployment in live environments, from initial build to deployment, monitoring, iteration, and final handoff. Establish evaluation frameworks to ensure systems are accurate and reliable, not just for show.

Standardize and Reuse: Transform bespoke solutions into reusable components that other pods can deploy without needing extensive rewrites. This involves creating integration adapters, evaluation harnesses, and templates that streamline future deployments.

Quantify and Validate Impact: For every system you deploy, produce tangible, validated metrics that demonstrate economic impact, such as time saved or costs reduced, verified by the OpCo operator.

Who You Are

Non-Negotiable Attributes

• Systems Integration Expertise — Ability to work against undocumented systems and create reliable data pipelines.
• AI Judgment — Skill in selecting and implementing the right AI solutions for varied challenges.
• Fast and Quality-Driven — Capacity to deliver quickly while maintaining robust error handling and logging.
• Effective Communicator — Proficiency in conveying technical concepts to non-technical stakeholders.
• Self-Directed Problem Solver — Competence in independently scoping and solving complex problems.
• Integration Engineering — Mastery of handling complex system integrations rather than just model engineering.
• Applied AI Judgment — Ability to choose and justify the appropriate AI method for each unique problem.
• Speed with Quality Assurance — Efficiency in coding with adequate safeguards for deployment stability.
• Operator-Facing Communication — Skill in translating technical capabilities into business-friendly language.
• Ambiguity Tolerance — Comfort in navigating and resolving unclear, open-ended challenges.

Qualifications

Required:

• 4+ years of experience in building and shipping production software with direct system ownership.
• Strong background in systems integration, including APIs, authentication, and data pipelines.
• Practical experience deploying LLM-based systems to production, managing failure modes, and non-determinism.
• Proficiency in a modern backend stack (e.g., Python, TypeScript/Node) and SQL.
• Proven ability to work directly with non-technical stakeholders to define and validate requirements.
• Comfort working without a project manager or predefined roadmap.

Preferred:

• Experience with vertical SaaS, ERP, or industry-specific software.
• Background in an early-stage startup or as a founding engineer.
• Experience using agentic coding tools as a core workflow component.
• Familiarity with workflow automation platforms and evaluation tooling.
• Exposure to private equity or multi-entity operating environments.
• Depth in data engineering, capable of building and consuming data pipelines.

Why This Role Is Different

This is not your typical AI engineering role. At Solen, you have the opportunity to work across a diverse portfolio of companies with access to proprietary data that is unavailable to external AI vendors. The scope of work is broad, allowing you to identify problems, engage with operators, build solutions, and deploy them all within a rapid timeframe. The competitive environment within Solen is structured to promote transparency and accountability, rewarding those who can deliver significant, demonstrable value across our portfolio.

DEI/EEO

Solen Software Group is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation,