Architect

15 years

0 Lacs

Posted:4 days ago| Platform: Linkedin logo

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On-site

Job Type

Full Time

Job Description

AI Architect - Telecom & Networking

  • 15+ years of total experience with at least 10 years in

    Telecom

    (4G/5G & IMS) and/or

    Datacom

    (Routing, Switching / SD-WAN / Provider Edge).
  • 8+ years of hands-on experience with ML Algorithms; Graph Neural Networks, Time-series Forecasting Algorithms (ARIMA, LSTM…)
  • Solid programming skills in

    Python

    and proficiency with ML/DL libraries (PyTorch, TensorFlow, Scikit-learn).
  • Strong experience with

    LLM frameworks

    (LangChain, Hugging Face, Crew AI, OpenAI APIs, etc.).
  • Experience in

    Agentic AI

    ,

    autonomous multi-agent systems

    and

    RAG pipelines

    .
  • Proven experience building multiple AI/ML solutions for T

    elecom

    and

    Networking

    use cases.
  • Need to bring proven communication skills and mentor cross-functional teams on the architecture, use cases and drive architectural direction of the products.
  • Proven track record in Design and deployment of data pipelines on GCP (BigQuery, Dataflow, Dataproc, Pub/Sub) for batch and real-time streaming. Experience in dealing with carrier class data sets of terabyte-scale.
  • Proven experience deploying ML systems on

    AWS

    and

    Databricks

    .
  • Track record in building scalable AI infrastructure using Kubernetes, Docker, Terraform, EKS, automating deployments.
  • deployments and ensuring high availability with autoscaling and observability
  • Experience with

    vector databases

    (FAISS, Pinecone, Weaviate, etc.).
  • Exposure to

    MLOps

    frameworks (MLflow, Kubeflow, Airflow).
  • Strong communication skills with ability to translate technical results into business insights.


Senior Data Scientist

  • 6-8 years of hands-on experience in ML/AI development.
  • Solid programming skills in

    Python

    and proficiency with ML/DL libraries (PyTorch, TensorFlow, Scikit-learn).
  • Strong experience with

    LLM frameworks

    (LangChain, Hugging Face, Crew AI, OpenAI APIs, etc.).
  • Proven experience deploying ML systems on

    AWS

    and

    Databricks

    .
  • Experience in

    Agentic AI

    ,

    autonomous multi-agent systems

    , or

    RAG pipelines

    .
  • Familiarity with

    vector databases

    (FAISS, Pinecone, Weaviate, etc.).
  • Exposure to

    MLOps

    frameworks (MLflow, Kubeflow, Airflow).
  • Prior experience in Telecom or Networking is preferred
  • Strong communication skills with ability to translate technical results into business insights.

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