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Machine Learning Engineer

Synstack Technologies

2 - 5 years

Bengaluru

Posted: 02/03/2026

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Job Description

We are looking for a skilled and passionate Immediate Generative AI Engineer with strong experience in AI/ML systems and hands-on expertise in Microsoft Azure cloud services. The ideal candidate will have solid experience in designing, developing, and deploying AI-powered solutions, particularly in Generative AI and Large Language Models (LLMs).

Key Responsibilities

  • Design, develop, and deploy AI/ML models and Generative AI solutions.
  • Build and optimize LLM-based applications using RAG (Retrieval-Augmented Generation) architecture.
  • Develop end-to-end communication workflows for both LLM-only and RAG-based systems.
  • Implement multimodal AI solutions (text, image, etc.).
  • Work with transformer-based and diffusion-based models.
  • Integrate open-source models from Hugging Face and other repositories.
  • Implement prompt engineering strategies including context-based prompts.
  • Work with Vector Databases for embedding storage, indexing, and retrieval.
  • Deploy AI solutions on Microsoft Azure (preferred) or other cloud platforms.
  • Collaborate with cross-functional teams to integrate AI solutions into production systems.
  • Optimize model performance, scalability, and cost-efficiency in cloud environments.

Required Skills & Qualifications

Experience

  • 510 years of overall experience in software development.
  • Minimum 5+ years of hands-on experience in AI/ML systems and products.
  • Proven experience in Generative AI implementations.

Generative AI & LLM Expertise

  • Strong understanding of:
  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • Prompt Engineering (context-aware prompts)
  • Multimodal models
  • Experience with transformer-based and diffusion-based models such as:
  • BERT
  • GPT
  • T5
  • LLaMA
  • Stable Diffusion
  • Hands-on experience with:
  • Hugging Face open-source models
  • LangGraph or similar orchestration frameworks
  • Vector Databases (at least one well-known DB such as Pinecone, FAISS, Weaviate, etc.)

Cloud Platforms

  • Hands-on experience with at least one cloud platform:
  • Microsoft Azure (preferred)
  • AWS
  • GCP
  • Experience deploying AI workloads on cloud environments.

Programming Skills

  • Strong proficiency in one or more of the following:
  • Python (mandatory/preferred)
  • C / C++
  • C#
  • Java

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