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Machine Learning Engineer

Machine Learning Engineer

HireologistBengaluru, Karnataka, India
15 hours ago
Job description

Generative AI & LLM Specialist

Experience : 3-6 Years

Location : Bangalore

Type : Full-time - Hybrid

The Opportunity

We’re seeking a Generative AI & LLM Specialist with deep expertise in building with LLMs, Retrieval-Augmented Generation (RAG), Text-Augmented Generation (TAG), and agentic AI workflows. This person will play a key role in shaping and developing a platform to orchestrate and synchronize AI agents capable of performing complex, multi-step reasoning tasks and collaborating to deliver enterprise-grade services.

You’ll bring a rare blend of skills across Python, data science, and generative modeling, while also understanding how to structure systems that make intelligent agents work together reliably and safely.

Responsibilities

  • Design, develop, and deploy core components of a platform to support agentic AI architectures, including agent orchestration, memory, and tool use.
  • Implement synchronized multi-agent workflows that can reason, plan, and act toward shared goals.
  • Work with and fine-tune foundation models, build advanced pipelines with RAG / TAG, and embed them into real-world applications.
  • Build reusable primitives for application developers to easily extend and customize agent capabilities.
  • Integrate LLM-based agents with tools, APIs, knowledge bases, and vector databases to expand reasoning and execution capabilities.
  • Contribute to system design for scalability, performance, and security in a production-grade AI service platform.
  • Collaborate across engineering, product, and design to rapidly prototype and launch intelligent features.
  • Monitor emerging research in agent-based AI, model alignment, and cognitive architectures—and translate insights into product capabilities.

Qualifications

  • Education : Bachelors or Masters in Statistics, Mathematics, Computer Science, Engineering, or a related quantitative field.
  • Experience : 3–6 years of experience with Generative AI, LLMs, and advanced NLP.
  • Technical Skills :

  • Deep understanding of agentic AI concepts, such as autonomous agents, tool use, memory / reasoning modules, and planning.
  • Proficient in Python and GenAI frameworks : HuggingFace, LangChain, LlamaIndex, OpenAI / Anthropic APIs, etc.
  • Strong grasp of Data Science, particularly NLP, ML model evaluation, and experimental design.
  • Experience with multi-agent coordination, decision-making systems, or distributed AI architectures is highly desirable.
  • Exposure to enterprise software development—REST APIs, distributed systems, backend services, and cloud platforms.
  • Familiarity with orchestration tools like Celery, Airflow, or agent frameworks like CrewAI, Autogen, or custom setups.
  • Passion for working in an early-stage, high-impact environment where speed, creativity, and collaboration matter
  • Soft Skills :

  • Excellent communication and problem-solving abilities.
  • Ability to work independently and as part of a team.
  • Nice-to-Haves

  • Background in cognitive architectures, reinforcement learning, or multi-modal systems.
  • Contributions to open-source projects in GenAI or agentic AI.
  • Experience with vector stores (e.g., FAISS, Weaviate, Pinecone) and graph-based reasoning.
  • Previous startup and 0-to-1 product experience.
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    Machine Learning Engineer • Bengaluru, Karnataka, India

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