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Sr. Python Developer AI / ML

Sr. Python Developer AI / ML

Robotics Prcocess Automation, LLCSan Francisco, CA, United States
Hace 4 días
Tipo de contrato
  • Indefinido
Descripción del trabajo

We are seeking a highly motivated and skilled Python Developer with a strong background in Azure cloud services and hands-on experience in developing and deploying AI / ML solutions, particularly leveraging Retrieval-Augmented Generation (RAG) and vector-based search architectures. This is an exciting opportunity to join our dynamic team and contribute to building innovative and impactful applications. As an Onsite developer, you will collaborate closely with cross-functional teams throughout the development lifecycle.

Responsibilities :

  • Design, develop, and deploy scalable and robust AI / ML applications using Python.
  • Implement and optimize Retrieval-Augmented Generation (RAG) pipelines for enhanced information retrieval and generation.
  • Design and implement efficient vector-based search solutions for semantic similarity and information retrieval.
  • Develop and maintain data pipelines for ingestion, processing, and storage of data used in AI / ML models.
  • Collaborate with data scientists and other engineers to understand requirements and translate them into technical solutions.
  • Write clean, well-documented, and testable code following best practices.
  • Troubleshoot and debug issues in development and production environments.
  • Stay up-to-date with the latest advancements in AI / ML, cloud technologies, and relevant open-source libraries.
  • Participate in code reviews and contribute to improving our development processes.
  • Work closely with the team in an onsite capacity, fostering collaboration and knowledge sharing.

Qualifications :

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • Proven experience (typically 5+ years) as a Python Developer.
  • Solid understanding of Python programming concepts and best practices.
  • Strong working knowledge of Azure cloud services and their application in AI / ML workloads.
  • Hands-on experience with AI / ML concepts and libraries (e.g., TensorFlow, PyTorch, scikit-learn, Hugging Face Transformers).
  • Significant experience in implementing Retrieval-Augmented Generation (RAG) architectures.
  • Experience in designing and implementing vector-based search solutions using technologies like ChromaDB, FAISS, Annoy, or similar.
  • Experience with data processing and storage technologies (e.g., SQL, NoSQL databases, Azure Data Lake Storage).
  • Familiarity with containerization technologies like Docker and orchestration platforms like Kubernetes (preferably Azure Kubernetes Service - AKS).
  • Experience with CI / CD pipelines and DevOps practices.
  • Strong problem-solving and analytical skills.
  • Excellent communication and collaboration skills.
  • Ability to work independently and as part of a team in an onsite environment.
  • Preferred Qualifications :

  • Experience with specific Azure AI services like Azure OpenAI Service.
  • Experience with MLOps practices and tools for deploying and monitoring AI / ML models.
  • Familiarity with natural language processing (NLP) techniques.
  • ROBOTIC PROCESS AUTOMATION LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M / F / D / V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship / immigration status, veteran status or any other protected status. ROBOTIC PROCESS AUTOMATION LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will ROBOTIC PROCESS AUTOMATION LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract

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