AI工程师
AI Engineer
职位描述
摘要:AI工程师负责基于大规模数据集的机器学习,进行AI驱动的数据产品的端到端开发和部署。AI工程师将使用标准化的Stride编码最佳实践,负责模型设计、评估和生产部署。AI工程师将为跨职能团队提供技术指导,了解Stride的业务目标,利用AI提高学生留存率和学术成果。AI工程师具有丰富的经验,热衷于通过应用机器学习技术解决问题,能够熟练操作和总结数据,并能设定优先级,推动复杂项目的协作工作。他们将直接推动与可操作业务决策直接相关的生产AI产品的创建。
核心职责:为使有残疾的人员能够履行基本职责,可能会做出合理的调整。
- 运用在应用AI、模型、API和流程创建以及数据展示方面的专业知识,超越数字本身,理解用户如何与我们的核心产品互动;
- 与产品和工程团队合作,提供战略影响,解决难题并识别趋势和机会;
- 与IT经理、数据负责人和数据工程师合作,确保AI工作流高效地获取高质量数据,并遵循安全、隐私和可扩展性的最佳实践;
- 通过将业务需求转化为创新且实用的AI解决方案,影响并支持产品方向,从而实现可衡量的结果;
- 确保AI输出可测量、文档化、可重复,并持续监控性能漂移。根据需要实施持续改进和重新训练的实践;
- 通过收集需求、整理数据源,并在产品生命周期中支持AI模型与产品的集成,管理AI资源的开发;
- 在负责定义和评估提升学术成果策略的团队中担任关键的思想领导角色,利用应用AI的专业知识来支持决策;
- 确保Stride的AI能力支持学校和学校服务团队,促进可操作数据的采用和使用,以实现更好的结果;
- 识别并定义利用AI在不同业务部门和职能中的新机会,以支持业务发展。
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Job Description
SUMMARY: The AI Engineer is responsible for end-to-end development and deployment of AI-powered data products based on machine learning over large data sets. The AI Engineer will be responsible for model design, evaluation, and production rollout using standardized Stride coding best practices. The AI Engineer will provide technical guidance to cross-functional teams and develop an understanding of Stride’s business objectives, using AI to improve student retention and academic outcomes. The AI Engineer is deeply experienced, passionate about solving problems through applied ML techniques, comfortable manipulating and summarizing data, and able to set priorities and facilitate collaborative work on complex projects. They will drive the creation of production AI products directly linked to actionable business decisions.
ESSENTIAL FUNCTIONS: Reasonable accommodations may be made to enable individuals with disabilities to perform the essential duties.
- Applies expertise in applied AI, model, API, and pipeline creation, as well as the presentation of data to see beyond the numbers and understand how our users interact with our core products;
- Provide strategic influence with Product and Engineering teams to solve problems and identify trends and opportunities;
- Collaborates with IT managers, data stewards, and data engineers to ensure that AI workflows are efficiently provisioned with high-quality data and follow best practices in security, privacy, and scalability;
- Informs, influences, and supports product direction by translating business needs into innovative yet practical AI solutions that drive measurable outcomes;
- Ensures that AI output is measurable, documented, reproducible, and actively monitored for performance drift. Implements practices for continuous improvement and retraining as needed;
- Manages the development of AI resources by gathering requirements, organizing data sources, and supporting the integration of AI models into product throughout the product lifecycle;
- Holds a key thought leadership role on teams responsible for defining and evaluating strategies to improve academic outcomes, leveraging applied AI expertise to inform decisions;
- Ensures that Stride’s AI capabilities support schools and school services teams, facilitating adoption and use of actionable data to deliver improved outcomes;
- Identifies and defines new opportunities to leverage AI across different business units and functions in support of Stride’s mission, vision, and long-term strategy;
- Demonstrates genuine enthusiasm for education and the Stride experience, inspiring colleagues and stakeholders to harness AI for meaningful impact on student success;
Supervisory Responsibilities: This position has no formal supervisory responsibilities.
Certificates and Licenses: None required.
MINIMUM REQUIRED QUALIFICATIONS:
- Bachelor’s degree in Computer Science, Math, Physics, Engineering, or related quantitative field AND
- Six (6) years’ related experience; OR
- Equivalent combination of education and experience
OTHER REQUIRED QUALIFICATIONS:
- Hands-on experience with modern ML libraries (e.g., Python-based frameworks such as TensorFlow, PyTorch, scikit-learn) and understanding of statistical principles.
- Proficiency with AWS, Azure, Docker, Kubernetes, and Terraform to build scalable, secure, and high-performing environments.
- Ability to design, implement, and maintain robust ML pipelines, including version control, containerization (Docker, Kubernetes), and CI/CD processes.
- Ensures model integrity and reliability, validating outputs to deliver precise and actionable insights.
- High attention to detail and high level of accuracy.
- Strong analytical skills.
- Strong customer service orientation.
- Professional integrity necessary to maintain confidentiality.
- Strong planning skills and ability to manage multiple projects simultaneously.
- Excellent verbal, and written communication skills.
- Ability to complete assigned duties within critical deadlines.
- Ability to work independently and in a team environment.
- Proficient with Microsoft Office (Word, Excel, PowerPoint, and Outlook).
- Proficiency with modern reporting platforms and tools.
- Ability to grasp complex platform concepts and business models, in a digital context.
- Ability to clear required background check
DESIRED QUALIFICATIONS:
- Master’s/Doctorate preferred
- Additional experience with MLOps frameworks (e.g., MLflow, Kubeflow) or advanced ML techniques (e.g., NLP, recommender systems, deep learning)
WORK ENVIRONMENT: The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
· This is a home-based position
Compensation & Benefits: Stride, Inc. considers a person’s education, experience, and qualifications, as well as the position’s work location, expected quality and quantity of work, required travel (if any), external market and internal value when determining a new employee’s salary level. Salaries will differ based on these factors, the position’s level and expected contribution, and the employee’s benefits elections. Offers will typically be in the bottom half of the range.
We anticipate the salary range to be $66,379.50 to $145,000.00. Eligible employees may receive a bonus. This salary is not guaranteed, as an individual’s compensation can vary based on several factors. These factors include, but are not limited to, geographic location, experience, training, education, and local market conditions. Stride offers a robust benefits package for eligible employees that can include health benefits, retirement contributions, and paid time off.
Job Type
RegularThe above job is not intended to be an all-inclusive list of duties and standards of the position. Incumbents will follow any other instructions, and perform any other related duties, as assigned by their supervisor. All employment is “at-will” as governed by the law of the state where the employee works. It is further understood that the “at-will” nature of employment is one aspect of employment that cannot be changed except in writing and signed by an authorized officer.
If you are a job seeker with a disability and require a reasonable accommodation to apply for one of our jobs, you can request the appropriate accommodation by contacting .
Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities
Stride, Inc. is an equal opportunity employer. Applicants receive consideration for employment based on merit without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status, or any other basis prohibited by federal, state, or local law. Stride, Inc. complies with all legally required affirmative action obligations. Applicants will not be discriminated against because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant.
Originally posted on Himalayas