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Mappa

Mappa

AI / Machine Learning Engineer

Latin AmericaRemoto

Publicada 1 semana

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Sobre a vaga

<div><h2><!---->Sobre a vaga<!----></h2><div><p><span></span></p><p><span><strong><!---->Job Description<!----></strong></span></p><span><ul><li><!---->Full-Time<!----></li><li><!---->Remote<span></span></li><li><!---->1.<!----></li></ul></span><span><p><span><br></span></p></span><span><p><span><strong><!---->We’re building the future of SMB lending.<!----></strong></span></p></span><span><p><!---->Today, 9 out of 10 SMBs that apply for financing are rejected. We believe AI can change that.<!----></p></span><span><p><!---->We’re building the intelligence layer that helps financial institutions make better credit decisions and approve more businesses.<!----></p></span><span><p><!---->We’re looking for builders — people who enjoy going from zero to one, move fast, take ownership, and care more about shipping meaningful products than titles.<!----></p></span><span><p><!---->You’ll work side by side with the founders, influence product and technical decisions, and build technology with real-world impact.<!----></p></span><span><p><span><br></span></p></span><span><p><span><strong><!---->The Role<!----></strong></span></p></span><span><p><!---->We’re looking for an<span></span><span><strong><!---->AI / Machine Learning Engineer<!----></strong></span><span></span>to own the model layer behind intelligence platform.<!----></p></span><span><p><!---->You’ll work on<span></span><span><strong><!---->document intelligence, OCR, LLMs in production, model evaluation, and drift detection<!----></strong></span><!---->, helping transform complex financial information into reliable signals and decisions.<!----></p></span><span><p><!---->This is not a role where you’ll simply experiment with models or build isolated prototypes. We’re looking for someone who can take AI/ML systems from experimentation into production and continuously evaluate and improve how they perform.<!----></p></span><span><p><span><br></span></p></span><span><p><span><strong><!---->What You’ll Own<!----></strong></span></p></span><span><ul><li><!---->Build and improve<span></span><span><strong><!---->document intelligence and extraction pipelines<!----></strong></span></li><li><!---->Work with<span></span><span><strong><!---->OCR and LLM-based extraction<!----></strong></span><span></span>across financial and business documents<!----></li><li><!---->Design and productionize<span></span><span><strong><!---->LLM-powered components<!----></strong></span></li><li><!---->Build evaluation frameworks to measure model and extraction quality<!----></li><li><!---->Develop<span></span><span><strong><!---->golden datasets<!----></strong></span><span></span>and track metrics such as precision and recall<!----></li><li><!---->Monitor model performance and implement<span></span><span><strong><!---->drift detection<!----></strong></span></li><li><!---->Improve reliability, accuracy, and explainability of AI/ML systems<!----></li><li><!---->Help turn financial data and documents into signals that support lending decisions<!----></li><li><!---->Work directly with the founders and engineering team on product and architecture decisions<!----></li><li><!---->Take ownership from experimentation through production and iteration<!----></li></ul></span><span><p><span><br></span></p></span><span><p><span><strong><!---->What We’re Looking For<!----></strong></span></p></span><span><ul><li><span><strong><!---->4+ years of applied Machine Learning experience<!----></strong></span></li><li><!---->Hands-on experience deploying<span></span><span><strong><!---->ML/AI systems into production<!----></strong></span></li><li><!---->Experience with<span></span><span><strong><!---->LLMs in production<!----></strong></span><!---->, beyond basic prompting or prototypes<!----></li><li><!---->Strong experience with<span></span><span><strong><!---->document intelligence, OCR, or document extraction pipelines<!----></strong></span></li><li><!---->Experience designing and running<span></span><span><strong><!---->model evaluation frameworks<!----></strong></span></li><li><!---->Understanding of model monitoring and<span></span><span><strong><!---->drift detection<!----></strong></span></li><li><!---->Strong engineering mindset with an emphasis on reliability and measurable performance<!----></li><li><!---->Comfortable operating in an early-stage,<span></span><span><strong><!---->zero-to-one environment<!----></strong></span></li><li><!---->High ownership mentality and ability to move quickly with limited structure<!----></li></ul></span><span><p><span><br></span></p></span><span><p><span><strong><!---->Strong Plus<!----></strong></span></p></span><span><p><!---->Experience in any of the following would be especially valuable:<!----></p></span><span><ul><li><span><strong><!---->Fintech, lending, credit, or risk<!----></strong></span></li><li><!---->Bank statement or financial-document analysis<!----></li><li><!---->Credit bureau or tax-authority data<!----></li><li><!---->Feature stores and point-in-time correctness<!----></li><li><!---->Label engineering from performance data<!----></li><li><!---->Shadow deployments and champion/challenger models<!----></li><li><!---->Drift monitoring such as<span></span><span><strong><!---->PSI/CSI<!----></strong></span></li><li><!---->Model explainability and reason codes<!----></li><li><!---->LLM evals, regression testing, and CI evaluation gates<!----></li><li><!---->Spanish or experience building products for the<span></span><span><strong><!---->Mexican / LATAM market<!----></strong></span></li></ul></span><span><p><span><br></span></p></span><span><p><span><strong><!---->Who Thrives Here<!----></strong></span></p></span><span><p><!---->You’ll probably enjoy this role if you:<!----></p></span><span><ul><li><!---->Like building things<span></span><span><strong><!---->from zero to one<!----></strong></span></li><li><!---->Prefer ownership over waiting for tickets<!----></li><li><!---->Want your work to directly influence a product<!----></li><li><!---->Are comfortable making decisions in an early-stage environment<!----></li><li><!---->Care about shipping, measuring results, learning, and iterating<!----></li><li><!---->Want to work closely with founders rather than several layers removed from the business<!----></li></ul></span><span><p><span><br></span></p></span><span><p><span><br></span></p></span><p></p><button><span>…exibir mais</span></button><!----></div></div>

AI / Machine Learning Engineer at Mappa | Leapfrog