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Gen AI Lead

E-Solutions

Job Title/Role


Gen AI Lead


Mandatory Skills


Gen AI/Agentic AI /ML


JD

JOB DESCRIPTION:
Keywords: AI/ML Development, Generative AI, LLMs, Python, Web Frameworks, MLOps, Data Engineering



Role Overview:
Sr AI/ML Lead with around 15+ years of hands-on experience in developing and implementing Machine Learning and Generative AI solutions. The role involves designing, developing, and deploying end-to-end AI/ML applications using Python, popular ML frameworks, and modern web technologies.

TECHNICAL SKILLS: Must Have Skills

  • Machine learning development lifecycle - (Data preparation, Data visualization, Statistical Analysis, feature engineering, Predictive modeling, Model deployment, Model monitoring), CI/CD, MLOps, Generative
  • AI, Causal Inference, Time series analysis, Forecasting, Anomaly detection, Hypothesis testing, A/B testing, Git Actions, Tableau, Power BI, ThoughtSpot, Web Scraping
  • Data & Engineering - SQL, MySQL, Postgres, Spark, S3, Trino, Data Factory, ETL, Data pipelines, Databricks and distributed computing.
  • Programming Languages: SQL, Pyspark, Scala, R, Python, SAS
  • Gen AI & Agents - Prompt Engineering, RAG, Vector DB, Agentic Frameworks, MCP, Large Language Models (LLMs),LangChain, LangGraph, Explainable AI, Conversational AI, Chat bots and Tuning, LLM Evaluations and Cost monitoring, HuggingFace
  • Tools/Framework: Git, TensorFlow, PyTorch, PySpark, AWS, MLflow, Docker, Kubernetes, Databricks, SparkSQL, OpenCV, Azure, YOLO, Scikit-Learn, FastAPI, Flask, Django, Keras, Pandas, NumPy, Polars, SciPy, Matplotlib, Seaborn,Plotly, Streamlit
  • Cloud & MLOps: AWS Sagemaker, Azure ML, or GCP AI Platform; Git, Docker, CI/CD.
Role Activities:
  • Design, develop, and deploy AI/ML and Generative AI models for enterprise and telecom use cases.
  • Build and optimize data pipelines for training, validation, and inference processes.
  • Develop web-based AI applications using frameworks like Flask, FastAPI, or Django.
  • Implement LLM-based solutions such as chatbots, summarization, and RAG-based systems.
  • Collaborate with data scientists, solution architects, and business teams to understand functional requirements and translate them into technical implementations.
  • Participate in proof-of-concept (PoC) development for AI/ML and automation use cases.
  • Conduct model evaluation, fine-tuning, and performance optimization .
  • Work with APIs, data sources, and cloud-based ML services (AWS, Azure, GCP).
  • Follow best practices in MLOps , model versioning, and CI/CD integration.
  • Prepare technical documentation, training materials, and demo presentations.
Domain Skills Requirements:
  • At least 10+ years of experience in AI/ML development and Python-based solutions for Telco/Retail Domains
  • Desired Domain Experienced
    • Telecom BSS & OSS domain and understanding of fixed, mobile, IoT & convergence domains and related markets
    • Business Systems (BSS)- Understanding of E2E BSS Solutions across Sales, Marketing, Finance, Product Management, Care areas for CSPs.
    • Knowledge on data integration for telecom industry B/OSS COTS & Data Models ( Amdocs, NetCracker, CSG etc.)
Preferred Qualifications:
  • Certification in AI/ML, Deep Learning, or Generative AI is a plus.
Vacancy posted 5 days ago
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