AI Engineer
作为 Particle41的 AI 工程师，你将设计，开发和部署解决复杂业务问题的机器学习和深度学习模型/解决方案 （包括生成人工智能）.你将与数据科学家，数据工程师，软件工程师和客户利益相关者合作。你还将构建可扩展的管道，确保生产准备性，监测性能并主动演变。在这个角色中，你将：· 从数据摄入和预处理到模型培训，评估，部署和监控：AI / ML 模型的端到端发展。· 建立与业务目标一致的生成 AI 解决方案 （RAG,代理工作流程，MCP 服务器，对话 AI 代理）. · 与数据工程团队密切合作构建/维护数据管道，功能存储和配套框架。·开发并将人工智能模型集成到生产系统中 （API,微服务，云部署）. ·优化模型/解决方案以实现性能，可扩展性，强度和成本效率。·监测模型/解决办法在生产中的性能 （漂移，偏见，公平性，可靠性）和实施补救。·文档模型设计，实验，数据来源和解决方案理念。·保持最新研究/ML 框架，工具 （例如：· 直接与客户合作，了解问题陈述，将业务要求转化为人工智能解决方案，并明确传达结果。我们的技能和经验：·计算机科学，工程学，数据科学或相关领域的本科或士学位。· 3年以上在 AI/ML 模型开发和部署方面的实践经验。· Python 中的强大的编程技巧以及主要 ML/AI 框架 (TensorFlow,PyTorch,scikit-learn,LangChain, LangGraph）的经验。• 与矢量数据库 （例如 Pinecone,ISS）,RAG 和 Agentic 的工作流体验。· 经验建立或调整大型语言模型 (LLM). · 在生产中部署模型的经验：构建 REST API,微服务和监测。·熟悉 Deepgram,ElevenLabs,Cartesia 等文字到语音模型/解决方案；·计算机视觉，时间系列模拟 (ARIMA,Prophet) 或多模式人工智能方面的经验。·熟练了解 MLOP 工具和框架 （例如 MLflow,Kubeflow,SageMaker）. ·强烈理解算法，数据结构，阶段。
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AI Engineer
Role Overview:
As an AI Engineer at Particle41 you will design, develop and deploy machine-learning and deep-learning models/solutions (including generative-AI) that address complex business problems. You will collaborate with data scientists, data engineers, software engineers and client stakeholders. You will also build scalable pipelines, ensure production readiness, monitor performance and iterate proactively.
In This Role, You Will:
- Lead end-to-end development of AI/ML models: from data ingestion & preprocessing to model training, evaluation, deployment and monitoring.
- Build generative-AI solutions (RAG, Agentic Workflows, MCP Servers, Conversation AI Agents) aligned with business goals.
- Work closely with data engineering teams to build/maintain data pipelines, feature stores and orchestration frameworks.
- Develop and integrate AI models into production systems (APIs, microservices, cloud deployments).
- Optimize models/solutions for performance, scalability, robustness and cost-efficiency.
- Monitor models/ solutions’ performance in production (drift, bias, fairness, reliability) and implement remediation.
- Document model design, experiments, data provenance and solution rationale.
- Stay abreast of latest AI/ML research, frameworks, tools (e.g. LangChain, LangGraph, MCP Clients/Servers, Agents SDKs, LiveKit etc.) and propose innovative ideas.
- Work directly with clients to understand problem statements, translate business requirements into AI solutions, and clearly communicate results.
Skills and Experience We Value:
- Bachelor’s or Master’s degree in Computer Science, Engineering, Data Science, or related field.
- 3+ years of hands-on experience in AI/ML model development and deployment.
- Strong programming skills in Python and experience with major ML/AI frameworks (TensorFlow, PyTorch, scikit-learn, LangChain, LangGraph).
- Experience with vector databases (e.g., Pinecone, FAISS), RAG and Agentic workflows.
- Experience building or fine-tuning Large Language Models (LLMs).
- Experience deploying models into production: building REST APIs, microservices and monitoring.
- Familiarity with Text-to-Speech and Speech-to-Text models/solutions like Deepgram, ElevenLabs, Cartesia etc.
- Experience in computer vision, time-series modelling (ARIMA, Prophet) or multimodal AI.
- Familiarity with MLOps tools and frameworks (e.g., MLflow, Kubeflow, SageMaker).
- Strong understanding of algorithms, data structures, statistics, and machine-learning fundamentals (classification, regression, clustering, deep learning, sequence models).
- Ability to work in a fast-paced, dynamic environment and adapt to changing priorities.
- Publications, open-source contributions, or personal projects in the AI/ML domain
- About Particle41
- Our core values of Empowering, Leadership, Innovation, Teamwork, and Excellence drive everything we do to achieve the ultimate outcomes for our clients. Empowering Leadership for Innovation in Teamwork with Excellence ( ELITE )
- E - Empowering: Enabling individuals to reach their full potential. L - Leadership: Taking initiative and guiding each other toward success. I - Innovation: Embracing creativity and new ideas to stay ahead. T - Teamwork: Collaborating with empathy to achieve common goals. E - Excellence: Striving for the highest quality in everything we do.
- We seek team members who embody these values and are committed to contributing to our mission. Particle41 welcomes individuals from all backgrounds who are committed to our mission and values. We provide equal employment opportunities to all employees and applicants, ensuring that hiring and employment decisions are based on merit and qualifications without discrimination based on race, color, religion, caste, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, local, or international laws. This policy applies to all aspects of employment and hiring.
- We appreciate your interest and encourage applicants from these regions to apply. If you need any assistance during the application or interview process, please feel free to reach out to us at .
- Originally posted on Himalayas