人工智能/机器学习（AI/ML）工程师
Artificial Intelligence/Machine Learning (AI/ML) Engineer
Analytica 正在寻找一位经验丰富的适应性强的人工智能/机器学习（AI/ML）工程师加入我们的基础设施团队，以支持一项创新的联邦任务。在此职位中，您将为优化、管理并保护我们的企业硬件、软件和网络生态系统提供高水平的技术领导力、工程专业知识和战略愿景。
Analytica 被 Inc. 杂志评为美国增长最快的私营小型企业之一。我们与美国政府客户合作，涉及医疗、民用和国家安全任务。Analytica 提供具有竞争力的薪酬，包括奖金机会、雇主支付的医疗保险、培训和发展基金以及 401k 匹配。
职责包括（但不限于）：
• 为任务和业务用例开发、训练、评估、部署和监控机器学习和 AI 模型。
• 构建和支持 MLOps 流水线，用于模型版本控制、部署、监控和治理。
• 与数据工程师、应用开发者、分析师和领域专家合作，实现 AI 能力的落地。
• 在适当的情况下实施 NLP、LLM、RAG、生成式 AI、预测分析和自动化解决方案。
• 优化模型性能、可扩展性、可解释性、安全性和可靠性。
• 支持 AI 解决方案集成到 API、应用程序、报告平台和操作流程中。
• 记录模型开发、测试、部署、监控和负责任的 AI 考虑因素。
基本要求：
• 3 年以上 AI/ML 工程、数据科学或应用机器学习经验。
• 具有 Python 和 ML 框架（如 PyTorch、TensorFlow 或 scikit-learn）的经验。
• 具有 MLOps 工具、云 AI 服务、模型部署和生产监控的经验。
• 熟悉 NLP、LLM、RAG、生成式 AI、预测建模和模型评估方法。
• 具有在安全的云或企业环境中部署 AI/ML 能力的经验。
• 具备强大的分析、文档、沟通和协作能力。
• 有 IRS、财政部、欺诈分析、税务管理或联邦 AI/ML 经验者优先。
• 必须具备有效的 IRS MBI 清单或能够获得该清单。
Analytica LLC 是一家平等待人的雇主。我们致力于为所有个人提供平等的就业机会，无论其种族、肤色、宗教、性别、性取向、性别认同、国籍、年龄、残疾或其他受保护的特征。
查看英文原文
Analytica is seeking a seasoned and adaptable Artificial Intelligence/Machine Learning (AI/ML) Engineer to join our infrastructure team in supporting an innovative federal mission. In this role, you will provide high-level technical leadership, engineering expertise, and strategic vision to optimize, manage, and secure our enterprise hardware, software, and network ecosystems.
Analytica has been recognized by Inc. Magazine as a fastest-growing private US small business. We work with U.S. government customers in health, civilian, and national security missions. Analytica offers competitive compensation with opportunities for bonuses, employer paid health care, training and development funds, and 401k match.
Responsibilities include (but not limited to):
• Develop, train, evaluate, deploy, and monitor machine learning and AI models for mission and business use cases.
• Build and support MLOps pipelines for model versioning, deployment, monitoring, and governance.
• Collaborate with data engineers, application developers, analysts, and domain SMEs to operationalize AI capabilities.
• Implement NLP, LLM, RAG, generative AI, predictive analytics, and automation solutions where appropriate.
• Optimize model performance, scalability, explainability, security, and reliability.
• Support AI solution integration into APIs, applications, reporting platforms, and operational workflows.
• Document model development, testing, deployment, monitoring, and responsible AI considerations.
Basic Qualifications:
• 3+ years of AI/ML engineering, data science, or applied machine learning experience.
• Experience with Python and ML frameworks such as PyTorch, TensorFlow, or scikit-learn.
• Experience with MLOps tools, cloud AI services, model deployment, and production monitoring.
• Knowledge of NLP, LLMs, RAG, generative AI, predictive modeling, and model evaluation methods.
• Experience deploying AI/ML capabilities within secure cloud or enterprise environments.
• Strong analytical, documentation, communication, and collaboration skills.
• IRS, Treasury, fraud analytics, tax administration, or federal AI/ML experience preferred.
• Must have active or ability to obtain IRS MBI clearance.
Analytica LLC is an Equal Opportunity Employer. We are committed to providing equal employment opportunities to all individuals, regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or any other characteristic protected by applicable federal, state, or local law. As a federal contractor, we comply with the Vietnam Era Veterans' Readjustment Assistance Act (VEVRAA) and take affirmative action to employ and advance in employment qualified protected veterans. We ensure that all employment decisions are based on merit, qualifications, and business needs. We prohibit discrimination and harassment of any kind. Analytica LLC also provides reasonable accommodations to applicants and employees with disabilities, in accordance with applicable law.
To enhance efficiency, fairness, and accuracy, Analytica may use AI-assisted tools to support certain aspects of our hiring process.
· Application Review: AI tools may help identify skills and experiences relevant to the role.
- Interview Support: AI-powered notetaking tools may be used during interviews to document discussions and summarize key points.
These tools are used to assist our team. All hiring decisions are made by Analytica recruiters and hiring managers.
By submitting an application, you acknowledge that AI-assisted tools may be used to support parts of the application and interview process.
When receiving email communication from Analytica, please ensure that the email domain is analytica.net to verify its authenticity.
Analytica LLC is an Equal Opportunity Employer. We are committed to providing equal employment opportunities to all individuals, regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or any other characteristic protected by applicable federal, state, or local law. As a federal contractor, we comply with the Vietnam Era Veterans' Readjustment Assistance Act (VEVRAA) and take affirmative action to employ and advance in employment qualified protected veterans. We ensure that all employment decisions are based on merit, qualifications, and business needs. We prohibit discrimination and harassment of any kind. Analytica LLC also provides reasonable accommodations to applicants and employees with disabilities, in accordance with applicable law.
To enhance efficiency, fairness, and accuracy, Analytica may use AI-assisted tools to support certain aspects of our hiring process.
- Application Review: AI tools may help identify skills and experiences relevant to the role.
- Interview Support: AI-powered notetaking tools may be used during interviews to document discussions and summarize key points.
These tools are used to assist our team. All hiring decisions are made by Analytica recruiters and hiring managers.
By submitting an application, you acknowledge that AI-assisted tools may be used to support parts of the application and interview process.
When receiving email communication from Analytica, please ensure that the email domain is analytica.net to verify its authenticity.
Originally posted on Himalayas