Senior Machine Learning Engineer – Embedded AI

🔥 8 minutes ago

🇫🇷 France – Remote

⏰ Full Time

🟠 Senior

⚙️ Systems Engineer

👻 Ghost score 11%

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Logo of Pennylane

Pennylane

501 - 1000 employees

Founded 2020

☁️ SaaS

💳 Fintech

🤝 B2B

SaaS • Fintech • B2B

Pennylane is a French SaaS platform that centralizes financial management, accounting, invoicing, expense management, treasury and business banking features for small and medium-sized businesses, independents and accounting firms. It provides an integrated dashboard, automated workflows, bank account and corporate cards, invoice and payment tools, and native integrations with accounting and payments partners to streamline bookkeeping and cashflow operations.

📋 Description

• Design and ship ML systems for document understanding, extraction, classification, matching, ranking, scoring and recommendations • Contribute to Copilot and Autopilot experiences, including Bookkeeping Autopilot and Revision Autopilot • Own the full lifecycle of solutions: problem framing, data and labeling strategy, baselines, training, evaluation, deployment, experimentation, monitoring and maintenance • Turn user corrections and production failures into better datasets, models and product behavior • Define quality metrics including precision, recall, automation coverage, straight-through processing, human correction rate, latency and cost • Partner with Product, Engineering and accounting experts to understand workflows and integrate ML into the user experience • Select reliable approaches including deterministic logic, classical ML, deep learning or generative AI • Improve shared ML engineering practices, reusable components, experimentation, observability, data quality and training/inference pipelines • Monitor emerging ML and AI techniques, including multimodal and generative models • Own an Embedded AI use case end to end and ship improvements to Copilot or Autopilot • Lead larger cross-team ML projects and help shape the Embedded AI roadmap • Improve reliability, automation coverage and maintainability of production systems • Share best practices across the ML & AI team

🎯 Requirements

• 5–8 years of experience • Very strong Python skills • Hands-on experience building and operating machine learning systems at scale in production • Ability to frame ambiguous product problems, establish baselines and select useful metrics • Strong experience in several of: document AI, NLP, classification, ranking, recommendation, anomaly detection, deep learning or generative AI • Care for data quality, observability, failure modes, cost and long-term maintainability • Balanced technical, business and product skills • Ability to communicate with software engineers, product managers and non-technical domain experts • Fluent in English; French is not mandatory • Full work authorization in France, Spain, Portugal, Germany, Italy, the UK, Ireland, Greece, Poland, Romania or Croatia • No visa sponsorship available • Experience with accounting, fintech or other high-trust business workflows is nice to have • Experience with human-in-the-loop systems, active learning or learning from user corrections is nice to have • Experience running ML systems at scale with strict latency, reliability or cost constraints is nice to have • Familiarity with multimodal or generative models for document understanding is nice to have

🏖️ Benefits

• Remote-friendly culture • Opportunity to work remotely from eligible European countries • Opportunities to mentor new team members • Opportunities to lead major product initiatives • Opportunity to help define technical standards • Onboarding and access to ML stack, production systems, datasets, metrics and ways of working

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