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2 Days ago

AI Engineer

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Information Technology
Other
Financial Software & Systems (FSS)

Overview

    1 - 7 Years
    Mumbai

Role description

Job Overview:

We are seeking skilled AI Engineers with 1-7 years of experience to join our dynamic and fast-growing team. In this role, you will design, develop, and deploy AI-driven solutions, leveraging cutting-edge technologies in deep learning, natural language processing (NLP), computer vision, and generative AI. This position offers a unique opportunity to work on innovative AI applications, optimize models for high performance, and integrate AI solutions into our SaaS platform.

Key Responsibilities:

AI Model Development & Deployment:

  • Design, train, and fine-tune deep learning models for various applications, including image, video, and text processing.
  • Optimize AI models for performance, efficiency, and scalability (e.g., using ONNX, TensorRT).
  • Deploy AI models in production environments using cloud services like AWS, GCP, or Azure.


Data Processing & Engineering:

  • Collect, clean, and preprocess structured and unstructured data for AI applications.
  • Implement feature engineering techniques to enhance model performance.
  • Work with large-scale datasets, vector embeddings, and retrieval-augmented generation (RAG).


AI Explainability & Interpretability:

  • Implement explainable AI techniques to provide transparency in model decisions.
  • Develop interpretable visualizations and reports to communicate AI model insights to stakeholders.


Collaboration & Research:

  • Collaborate closely with data scientists, software engineers, and product teams to integrate AI seamlessly into applications.
  • Stay updated with the latest AI research and trends to drive continuous innovation.

Required Skills & Qualifications:

  • Educational Background: Bachelor's or Master’s degree in Computer Science, AI, Machine Learning, or a related field.
  • Programming: Proficiency in Python and experience with frameworks such as TensorFlow, PyTorch, ONNX, or OpenCV.
  • Machine Learning & Deep Learning: Hands-on experience with advanced models, including transformers, CNNs, RNNs, GANs, and Vision Transformers (ViTs).
  • Cloud & MLOps: Experience working with cloud-based AI services like AWS SageMaker, GCP Vertex AI, or Azure AI.
  • Optimization & Inference: Knowledge of model optimization techniques, such as quantization, pruning, and hardware acceleration.
  • Databases & Data Processing: Experience with SQL, NoSQL, and vector databases (e.g., Pinecone, FAISS).
  • NLP & Generative AI: Experience with large language models (LLMs) such as BERT, GPT, and embedding-based text understanding.
  • Computer Vision: Expertise in image and video processing, object detection, and real-time inference.
  • Security & Fraud Detection (Preferred): Experience in AI-based fraud detection, cybersecurity, or biometric authentication is a plus.

Preferred Skills:

  • Experience in real-time multimodal analytics for cloud and edge computing.
  • Understanding of legal and ethical considerations in AI.
  • Familiarity with Kubernetes and Docker for AI model deployment.
  • Contribution to AI open-source projects or research publications.

Skills

  • Python and R programming
  • GCP/AWS AI microservices (GCP VertexAI, AWS Sagemaker or AzureAI)
  • Machine Learning and Deep Learning
  • MLOps and AIOps experience
  • TensorFlow, PyTorch
  • LangGraph / LlamaIndex
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