Ai Ml Engineer

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
1-5 years
Pune(Kalyani Nagar)
Data Science Analytics & Machine Learning
work from office
Full Time

Posted: 1 year ago
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Posted over 15 days ago, so the role may have closed. Confirm on the employer's page when you apply, or see similar jobs.

Job Description

Role & responsibilities

Position Title: AI/ML Engineer 

Location: Pune

Experience: 1-5 years 

Job Overview

We are seeking a talented and experienced AI/ML Engineer specializing in Conversational AI to design, develop, and deploy intelligent chatbots. The ideal candidate will possess a deep understanding of Natural Language Processing, memory-enhanced neural architectures, and generative AI techniques to build state-of-the-art conversational systems.

Key Responsibilities

  • Design and develop AI-driven chatbots with context retention and memory capabilities.
  • Implement state-of-the-art SLM models and fine-tune pre-trained transformers like LLaMA, GPT, Mistral, or BERT.
  • Develop custom solutions for context-aware responses, user-specific personalization, and interaction flow management.
  • Integrate chatbots into various platforms, ensuring seamless deployment and scalability.
  • Utilize advanced machine learning models like LSTMs, MANNs, or reinforcement learning to enhance conversational capabilities.
  • Monitor chatbot performance, analyze user interactions, and iteratively improve the models.
  • Collaborate with UI/UX teams to deliver user-friendly conversational interfaces.
  • Optimize ML pipelines for model training, versioning, and deployment using MLOps best practices.
  • Document workflows, research findings, and technical architecture.

Required Skills

  • Strong expertise in Python, with knowledge of data cleaning and preparation libraries for text extraction.
  • Hands-on experience with NLP tools and frameworks (e.g., SpaCy, Hugging Face Transformers, or AllenNLP).
  • Proficiency in conversational AI platforms (e.g., Amazon Lex or Microsoft Bot Framework).
  • Knowledge of contextual and memory-based architectures in AI.
  • Experience with cloud services for ML training and deployment on AWS SageMaker.
  • Excellent problem-solving, analytical thinking, and communication skills.

Skills

Retrieval Augmented GenerationOr AllenNLPArtificial IntelligenceLLaMAHugging Face TransformersGPTOr BERT.Machine LearningPythonCloud

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DeepSource is a cloud-based automated code review platform that helps developers build better software by catching bugs and vulnerabilities early. It integrates seamlessly with your existing workflow to reduce your engineering overhead.

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