Mid-Level AI Engineer - Agentic Systems & Computer Vision
Dogma Group · Katmandou
Job description
About the role
Dogma Group is hiring a mid-level AI engineer for a client services environment. The role delivers AI solutions under real deadlines and changing requirements, focusing on agentic systems backed by LLMs and computer vision applications, deployed as containerized, production-ready services. It involves multi-agent architectures, modern retrieval pipelines and standardized agent protocols.
Key responsibilities
- Design, build and deploy single-agent and multi-agent systems with LLMs, using LangChain and LangGraph or building from scratch in Python with Pydantic
- Connect agents to tools, data sources and other agents via protocols such as MCP and A2A
- Build production-grade RAG pipelines with hybrid retrieval and reranking with cross-encoders
- Work with vector databases such as Pinecone, Weaviate, Qdrant or pgvector
- Integrate computer vision solutions (object detection, image classification, segmentation, OCR) with OpenCV, TensorFlow or PyTorch and vision-language models
- Containerize services with Docker and deploy them on cloud and on-premise environments
- Maintain models and services in production with observability, tracing and evaluation pipelines
- Translate client requirements into technical scope, build data pipelines and communicate progress to technical and non-technical stakeholders
- Evaluate new AI tools, models and frameworks for adoption
Required profile
- 3+ years of experience in AI/ML development and deployment; Bachelor's degree in Computer Science, Computer Engineering, Data Science, Machine Learning or a related field
- Foundational knowledge of machine learning and deep learning, and of statistics, probability, linear algebra and calculus as applied to ML and DL
- Strong knowledge of GenAI and LLMs, with hands-on experience building LLM-based applications
- Experience with computer vision libraries such as OpenCV, YOLO and PIL
- Comfort in a fast-paced, client-facing environment with shifting priorities
- Awareness of privacy, data security and ethical considerations in GenAI
Required skills
- Python, Pydantic, LangChain, LangGraph, MCP and A2A
- Pinecone, Weaviate, Qdrant, pgvector, hybrid search and reranking
- TensorFlow and PyTorch
- Docker and at least one major cloud platform (Azure preferred)
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Published 27 मिनेट अगाडि
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Dogma Group
Katmandou
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