Description review

AI Software Engineer

Zone & Co · Czechia · back to the listing

HR standards

60/100

needs work

Title ↔ description

69/100

needs work

Reads as

Machine Learning Engineer

99% confident

What this role officially is

data scientist — ESCO, the EU occupation classification

Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.

Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist

How others title the same work

Large employers

  • Applied AI Engineer Automattic
  • Machine Learning Engineer, CX Intelligence Coinbase
  • AI Engineer - FDE (Forward Deployed Engineer) Databricks
  • AI Engineer - FDE (Forward Deployed Engineer) - U.S. Federal Sector Databricks
  • Senior AI Engineer – Notebooks Datadog

Startups

  • Attendi | Medior Machine Learning Engineer | Amsterdam, Netherlands | ONSITE (hybrid) | €6,000 - €7,000 per month | Full-time (80–100%, ~4–5 days/week) | Visa sponsorship + 30% ruling possible Attendi
  • Member of Technical Staff (applied) Anthrogen
  • Aptura AI | Full-Time | MTS (Applied AI), MTS (SWE / Product) | London | ONSITE / HYBRID Aptura AI
  • Arcforma AI (arcforma.ai) | AI Engineer (Marketing / Construction / Arcforma AI (arcforma.ai)
  • Staff AI Engineer - Agent Architecture & Behavior Artisan

What the listing never says

  • 25 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Zone & Company Software Consulting LLC (“Zone”) is the ERP-native AI platform for financial operations, purpose-built for organizations running on Oracle NetSuite. We are redefining how finance teams operate by delivering an AI-powered system that automates, connects, and scales financial workflows directly within the ERP.

As the AI operating system for finance teams in NetSuite, Zone enables more than 4,500 customers worldwide to run smarter, faster, and with greater accuracy. Our platform spans the full financial lifecycle, including Quote-to-Cash, Procure-to-Pay, Treasury, Payroll Management, and Record-to-Report, eliminating manual processes and unlocking real-time financial intelligence.

By embedding intelligence directly into NetSuite, Zone helps finance teams move beyond reactive work to proactive, strategic impact. Learn more at www.zoneandco.com or follow us on LinkedIn: linkedin.com/company/zoneandco.

About the Job:

Zone & Co is seeking a skilled AI Software Engineer to join our fast-paced, innovation-driven development team. In this role, you’ll be responsible for designing, developing, and deploying AI solutions that power and enhance our business products and operations. You’ll collaborate closely with product, data science, and engineering teams to build scalable, production-ready AI systems that deliver real business value. This is an exciting opportunity for a technically curious and creative problem-solver who is passionate about artificial intelligence, continuous learning, and delivering high-impact outcomes.

What You'll Do:

•
Design, prototype, and implement AI systems for real-world business applications.

•
Build and deploy end-to-end AI/ML pipelines for key product features.

•
Collaborate cross-functionally with product managers, data scientists, and engineers to deliver integrated AI solutions.

•
Write clean, maintainable, and well-documented code using Python, JavaScript, or statically typed languages.

•
Integrate AI/ML models into backend and frontend applications.

•
Analyze large datasets to extract insights and support data-driven decisions.

•
Evaluate and select AI frameworks, tools, and technologies based on project needs.

•
Monitor and optimize deployed models for performance, scalability, and reliability.

•
Lead experimentation and prototyping efforts to test new ideas and algorithms.

•
Participate in code reviews and mentor junior engineers.

•
Communicate technical details and outcomes to both technical and non-technical audiences.

•
Maintain a strong commitment to data quality, privacy, and ethical AI practices.

•
Stay current with emerging AI research, frameworks, and methodologies.

•
Contribute to infrastructure and cloud service decisions for AI workflows.

What You'll Bring:

•
2+ years of software engineering experience with a focus on AI/ML applications.

•
Bachelor’s degree in Computer Science, AI, Data Science, or related field (Master’s preferred).

•
Hands-on experience with LLMs, agents, and frameworks such as LangGraph, AutoGen, or DSPy.

•
Proficient in Python with familiarity in JavaScript or similar languages; knowledge of statically typed languages is a plus.

•
Strong understanding of both relational (SQL) and non-relational databases.

•
Experience deploying AI systems in production environments.

•
Familiarity with cloud platforms (AWS or Azure); containerization experience is a bonus.

•
Excellent problem-solving, analytical, and critical-thinking abilities.

•
Strong communication skills in English—both written and verbal.

•
Passion for innovation and using technology to create business value.

•
Commitment to ethical AI development and continuous professional growth.

Benefits

At Zone, we provide the platform; you provide the grit. We operate as a high-velocity, fully remote, global team where autonomy isn't just a perk, it’s the standard. We’re looking for self-driven professionals eager to navigate the complexities of a unique SaaS environment and take full command of their professional evolution.

We ditch micro-management for high-trust flexibility, ensuring you have the space to innovate and scale. Our benefits are built to fuel this lifestyle, supporting your life beyond the screen so you can focus on making a global impact. Explore our offerings at https://www.zoneandco.com/careers

Join Our Global Mission

Zone & Co is an Equal Opportunity Employer committed to building a diverse, equitable, and inclusive workplace. We thrive on unique perspectives and strongly encourage candidates of all backgrounds to apply. Here, your identity is valued, and your talent is the only limit to your growth. All qualified applicants will receive consideration regardless of race, color, religion, sex, orientation, age, disability, or any other protected factor.

Employment Terms

United States

Employment with Zone is “At-Will”, meaning either party may terminate the relationship at any time, with or without cause or notice, in accordance with applicable law. This job description does not constitute an employment contract or guarantee of continued employment. Duties and responsibilities may evolve as the company grows and may change at any time with or without notice.

Non-US Jurisdictions

This position is offered as a Fixed-Term or Permanent Contract based on your country of residence. Employment is subject to a written contract which outlines specific notice periods, probationary terms, and statutory entitlements.

Privacy Statement and Applicant Privacy Notice.

#LI-Remote

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 8 points (from 68 before penalties). Reviewed 21 Sep 2026.