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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