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Description review

Staff AI Software Engineer

Matchmatch · Remote · back to the listing

HR standards

59/100

needs work

Title ↔ description

68/100

needs work

Reads as

Machine Learning Engineer

85% 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

  • 17 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.

Role

We are looking for a software engineer to own the creation, design, and maintenance of agentic systems within the company. The role will require the candidate to apply the latest advancements in AI to build a fully agentic user experience on top of the company’s 3D visualization technologies and product catalog.

Responsibilities

• Drive the overall architecture of the company's AI systems.

• Test and prototype the latest technologies being released within the AI space with an eye towards how they can be applied to our specific use case.

• Build an agent to search the internet for information about products we’d like to ingest into our system then generate assets (3D, image, etc) for those products.

• Build agents to determine information about a customer's space using video/photos from the customer and our reconstruction of the space.

• Build a virtual interior designer to integrate information from our product catalog, user provided input, and spatial data to generate designs of spaces.

• Deliver key features in coordination with the other engineers at the company.

• Coordinate with stakeholders to conceptualize project timelines and evolving strategy.

Qualifications

• 7+ years of hands-on software engineering experience.

• Experience integrating AI into production applications with large and changing datasets.

• Experience building frameworks to evaluate the performance of AI systems.

• Familiarity with the latest advancements in AI models, tooling, and techniques.

• Strong programming skills in TypeScript. Golang and Python experience a plus.

• Experience with multi-agent system architectures and their applications in AI.

• Ability to lead technical discussion and decisions, including framework selection.

• Ability to clearly communicate with both technical and non-technical team members, especially explaining technical approaches, capabilities, and performance.

• Enjoys working on small teams and evolving startup environments to devise creative solutions to complex problems.

• Passionate about product and small details to deliver a delightful user experience.

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