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Job Description

Position:

Experience:

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About Us:

Job Summary:

Key Responsibilities:

  1. Develop and Deploy AI Applications:

  • Design, develop, and deploy AI-driven applications utilizing large language models like GPT, Llama, and Claude.
  • Implement and optimize algorithms for natural language processing (NLP) tasks and other AI-related functionalities.
  • Create

    autonomous and semi-autonomous agents

    capable of planning, tool-use, and multi-step decision flows.
  1. Utilize LangChain/LangGraph:

  • Integrate

    LangChain and LangGraph

    to build robust agent workflows, tool orchestration, and memory-backed systems.
  • Implement advanced capabilities like routing, evaluation loops, and agent monitoring.
  1. Function Calling and API Integration:

  • Develop and maintain function-calling mechanisms for seamless integration with other services and applications.
  • Create and manage APIs to facilitate communication between AI models and external systems.
  1. Python Development:

  • Write clean, efficient, and scalable code in Python for AI and machine learning applications.
  • Use modern Python libraries (Pydantic, async frameworks, orchestration tools) to build reliable systems.
  1. GCP Cloud Services:

  • Deploy and manage AI and machine learning applications on Google Cloud Platform (GCP) infrastructure.
  • Utilize GCP services such as Compute Engine, Cloud Storage, Cloud Functions, and Vertex AI for model training, deployment, and storage.
  1. Data Science and Machine Learning:

  • Apply core ML and data science methods to improve model performance and system reliability.
  • Build and maintain

    large-scale scraping and ingestion pipelines

    using Playwright, BeautifulSoup, etc.
  1. Retrieval-Augmented Generation (RAG) Systems:

  • Architect, optimize, and maintain

    RAG pipelines

    combining vector stores, embeddings, and hybrid search.
  • Improve retrieval quality, latency, filtering, and contextual relevance.
  1. Agentic Systems:

  • Build multi-tool, multi-step agent workflows capable of autonomous reasoning, planning, and execution.
  • Improve agent reliability through evaluation, guardrails, and structured output enforcement.
  1. Collaboration and Communication:

  • Collaborate with cross-functional teams to understand requirements and deliver AI solutions.
  • Communicate technical concepts and project progress to stakeholders effectively.

Qualifications:

  • Bachelor’s/Master’s degree in CS, Engineering, Data Science, or related fields.
  • 3–5 years of experience in AI/ML, with strong exposure to

    LLMs and agent frameworks

    .
  • Strong Python skills; experience with LangChain, LangGraph, Pydantic, and async tooling.
  • Hands-on GCP experience, including deploying production AI workloads.
  • Understanding of ML fundamentals, embeddings, vector databases, and retrieval systems.
  • Experience with function calling, API integrations, and RAG pipelines.
  • Strong problem-solving skills and attention to detail.
  • Ability to work independently and in collaborative environments.

  • Preferred Skills:

    • Familiarity with multi-modal models and fine-tuning methods (LoRA, adapters).
    • Knowledge of

      MLOps

      and model monitoring practices.
    • Experience with containerization (Docker, Kubernetes).
    • Strong documentation, experimentation, and evaluation skills.
    • Experience with scraping frameworks like Playwright.

    If you are a dynamic and experienced AI Engineer looking to make a significant impact in the investment technology industry, we would love to hear from you!

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