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3 дня назад

Senior Machine Learning Engineer, Foundational Models and Agentic Systems (Generative AI)

Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Israel
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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TL;DR
Senior Machine Learning Engineer, Foundational Models and Agentic Systems (Generative AI): Building and deploying generative AI models and end-to-end data pipelines at scale with an accent on inference optimization, quantization, fine-tuning, and evaluation. Focus on designing production-ready AI architectures, improving model performance, and integrating distributed computing and cloud technologies.

Location: Petach Tikva, Israel

Company

hirify.global is a global financial technology platform powering products including TurboTax, Credit Karma, QuickBooks, and Mailchimp.

What you will do

  • Code, optimize, deploy, monitor, and improve generative AI models and solutions at scale.
  • Design and build systems for generative AI inference, quantization, optimization, fine-tuning, and evaluation.
  • Develop generative AI architectures and production-ready machine learning systems.
  • Work with product managers, data scientists, and engineers to design and refine generative AI models.
  • Build end-to-end data pipelines and refine features from diverse data sources.
  • Explore state-of-the-art technologies and communicate results to peers and leaders.

Requirements

  • Experience with LLM tools and frameworks, including LangChain, vLLM, and Hugging Face.
  • Proficiency in Python, Spark, and machine learning techniques including classification, regression, clustering, training, validation, and testing.
  • Experience with AWS, Docker, Kubernetes, and Kubeflow or MLflow.
  • Knowledge of relational and NoSQL data systems, stream processing, Hive, and distributed computing.
  • Strong software engineering and computer science fundamentals, including Git, algorithms, data structures, performance, complexity, and computer architecture.
  • BS, MS, or PhD in Computer Science or a related field, or equivalent practical experience; knowledge of linear algebra, calculus, and probability.

Culture & Benefits

  • Collaboration with data scientists and machine learning engineers across multiple hirify.global business units.
  • Competitive compensation with performance-based rewards.
  • Potential eligibility for cash bonus, equity rewards, and benefits under applicable plans and programs.

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