Job Description

We are seeking a skilled professional to develop and enhance intelligent dialogue systems. The role involves designing sustainable and iterative conversational AI solutions that improve user interactions across various scenarios.

Key Responsibilities

Build sustainable and iterable intelligent dialogue systems.
Develop multi-turn dialogue management and context understanding modules to enhance interaction effectiveness in complex scenarios.
Establish user profiling and memory mechanisms to support personalized recommendations and differentiated services.
Design collaborative reasoning architectures between large and lightweight models to balance performance and cost.
Develop intelligent applications and plugins using the Dify platform to promote modularization and rapid iteration.
Integrate and optimize mainstream large language models (e.g., GPT-5, Claude, DeepSeek) to enhance system intelligence.
Deploy medium- and small-scale models in edge computing and resource-constrained environments to ensure inference efficiency.
Advance multimodal interactions covering text, voice, and image inputs/outputs.

Job Requirements

Proficiency in conversational memory mechanisms and context management (e.g., long/short-term memory, RAG) to support complex dialogue scenarios.
Experience with the Dify platform for application development and workflow orchestration, with modular design capabilities.
Hands-on experience with large language model APIs, fine-tuning, and multimodal integration.
Expertise in prompt design and context engineering, applying few-shot and chain-of-thought reasoning methods.
Experience optimizing and deploying medium- and small-scale models.
Understanding of communication protocols like MCP and A2A for cross-system integration.
Familiarity with RESTful/GraphQL API design, microservices architecture, and containerized deployment.
Experience in high-concurrency architecture optimization, system monitoring, and resource scheduling.
Technical stack proficiency: LangChain, Transformers, Milvus, Dify, Python (FastAPI), PostgreSQL, Redis, Kafka, Docker/Kubernetes.
Minimum 3 years of development experience with independent project delivery capability.
Prior experience in intelligent dialogue systems or AI customer service development.
Strong Python skills with distributed and high-concurrency system architecture experience.
Experience delivering and maintaining large-scale intelligent customer service or dialogue systems with high availability.

Benefits

Salary and benefits will be discussed during the interview process.

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AI Job Analysis

Intelligent Job Recommendations Based on Deep Learning

Ready for Analysis

Analyze Job Core Requirements

The Algorithm Engineer position at Deepcoin requires a strong foundation in AI and machine learning to develop intelligent dialogue systems, emphasizing sustainability, scalability, and integration with modern technologies.

Proficiency in conversational memory mechanisms and context management techniques.
Experience with the Dify platform for building modular applications and workflows.
Hands-on expertise in large language models, including API integration, fine-tuning, and multimodal interactions.
Ability to deploy and optimize models in edge computing and resource-constrained environments.

Understand Employer Recruitment Intent

Deepcoin, likely an AI-focused company given its name and the nature of the job, is seeking to enhance its conversational AI capabilities to improve user interactions in areas such as customer service or potentially fintech applications. The recruitment intent is to find candidates who can innovate in dialogue system design, ensuring long-term sustainability and efficiency, which suggests a need for scalable solutions that handle high-concurrency scenarios. This indicates a drive for technological advancement and market differentiation, possibly in a competitive industry like AI-driven services, where Deepcoin aims to build proprietary systems that integrate cutting-edge models and edge computing for real-world deployment.

MyJob Interviewer Says

Interviewers at Deepcoin will evaluate candidates based on their technical expertise in developing and optimizing intelligent dialogue systems, with a focus on practical experience and problem-solving skills. Key assessment points include proficiency in the specified tools (e.g., Dify, LangChain) and ability to handle complex scenarios like context management and model deployment, as these are critical for the role's success in a fast-paced tech environment. Candidates should demonstrate not only theoretical knowledge but also hands-on experience with high-concurrency systems and collaborative reasoning architectures to ensure alignment with Deepcoin's likely goals of creating robust, user-centric AI products.

AI Matching Suggestions

To optimize your resume and interview preparation for Deepcoin's Algorithm Engineer position, focus on highlighting relevant experience with conversational AI, the Dify platform, and large language models, as these directly address the core requirements. Tailor your application to emphasize projects that showcase sustainable dialogue system development and edge computing deployment, aligning with Deepcoin's likely focus on innovation and efficiency in AI.

Include specific examples of projects involving multi-turn dialogue management or context understanding in your resume to demonstrate practical skills.
Research and mention familiarity with the Dify platform and LLM APIs in your cover letter to show direct relevance to the job description.
Prepare for technical interviews by practicing coding challenges related to model optimization and deployment in constrained environments, such as edge computing scenarios.
Align your resume with the technical stack by listing experience with Python, FastAPI, PostgreSQL, and other mentioned tools, and quantify achievements where possible to highlight impact.

Algorithm Engineer at Deepcoin

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Job Requirements

Benefits

AI Job Analysis

Analyze Job Core Requirements

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MyJob Interviewer Says

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Algorithm Engineer at Deepcoin

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New Things Will Always
Update Regularly