
Lead Machine Learning Engineer
Há 2 dias
Join our dynamic team of data enthusiasts dedicated to harnessing the power of machine learning and data science to deliver exceptional experiences for our customers.
We tackle a wide range of challenges, from search and recommendation systems to customer experience enhancement using ML. Our passion lies in applying the scientific method to develop LLM-powered applications and continually improve current models or create new ones.
Your Role- Architect, develop, and deploy machine learning systems to production.
- Design and execute experiments to enhance current models or create new ones.
- Analyze diverse datasets to refine existing models or design innovative ones.
- Apply the scientific method to build LLM-powered applications, including testing different prompts, exploring LLM capabilities, evaluating agents and prompts, assessing AI application guardrails, and building proof-of-concepts to validate the feasibility of generative AI for product features.
- Profound knowledge of machine learning concepts: regression, classification, clustering, neural networks, feature selection, cross-validation, curse of dimensionality, bias-variance tradeoff, model explainability, etc.
- Sound understanding of engineering challenges for deploying machine learning systems to production.
- Proficiency in Python and some experience with Deep Learning.
- Experience providing technical guidance to other data scientists (technical leadership).
- Excellent written and verbal technical communication skills.
- Hold an MSc. (or equivalent) in machine learning, data science, information retrieval, ranking systems, recommender systems, natural language processing, or other relevant fields.
- Have experience with applied generative AI: AI agents, prompt engineering, LLMs fine-tuning (LoRA, QuLoRA, PEFT), LLM routing, LLM monitoring, LLM guardrails.
- Have experience working at fast-growing startups.
- Competitive salary package;
- Bonus;
- Meal allowance (Flash Benefícios);
- Public transportation allowance*
- Health plan;
- Dental plan (optional);
- Life insurance;
- Daycare subsidy;
- Subsidy to sports practicing (Gympass).
- Extended maternity and paternity leave;
- Reserved room for breastfeeding;
- Discount on parking lot;
- Educational discounts;
- Free transfer from Vila Madalena and Fradique Coutinho stations to office;
- Free bike rack in parking lot.
- *Due to our remote-work reality, that benefit may have changed. That will be informed to you throughout hiring process.
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