Python TSQL Machine Learning Teletreball

American Start Up Permanent contract ¿Dónde vas a trabajar? American start up based in the USA focus in personal assistant market Descripción -Design groundbreaking AI solutions and develop prototypes that drive the future of Duckbill's user-facing...

  • American Start Up
  • Permanent contract

¿Dónde vas a trabajar?

American start up based in the USA focus in personal assistant market

Descripción

-Design groundbreaking AI solutions and develop prototypes that drive the future of Duckbill's user-facing experience.

- Leverage the latest innovations in AI and ML to provide a hyper-personalized experience to our users, including the development of high-engagement recommendation systems.

  • Build tools to maximize the output and quality of our human personal assistants (copilots), reimagining the collaboration between humans and machines in the virtual assistant space.
  • Automate task execution by leveraging the entire AI stack, from traditional ML to the latest LLM-agent frameworks.
  • Improve human task execution quality by enhancing our intelligent information retrieval systems, utilizing search and RAG techniques.
  • Contribute to our operations team's excellence by building smart monitoring and intervention systems.
  • Enhance our AI ops stack by designing and improving our evaluation frameworks, allowing the team to iterate on prompts, models, and approaches with both agility and thoroughness.
  • Enhance our human annotation flow stack to enable leveraging our human resources for annotation, model comparison, and golden dataset generation.
  • Maximize the value extracted from our proprietary data using state-of-the-art techniques (fine-tuning, RLHF, RAG, etc.), critically contributing to the defensibility of our AI strategy.

¿A quién buscamos (H/M/D)?

  • 4+ years of experience in an ML engineering role.
  • Proficiency in machine learning, with experience in areas such as Generalized Linear Models, Gradient Boosting, Deep Learning, and Probabilistic Modeling. Specialized knowledge in recommender systems is a plus.
  • Strong engineering skills in Python and data manipulation skills in SQL.
  • Solid knowledge of the main patterns in ML model deployment, both online (API-based) and offline (batch jobs), with the ability to design production-grade solutions.
  • Experience with the entire MLOps stack, especially in experiment/model performance tracking and model monitoring in production.
  • Strong product and business intuition, with a deep understanding of what makes an ML project a business success.
  • Interest and foundational knowledge in the LLM space.

¿Cuáles son tus beneficios?

Salary depends on the experience between 50.000-70.000€

Remote work 3/4 days per week

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