首席数据科学家
Principal Data Scientist
公司简介
在摩托罗拉解决方案，我们相信一切始于我们的员工。我们是一个全球紧密联系的社区，由不断追求帮助人们在任何地方更安全的信念所团结。我们构建并连接技术，以保护人员、财产和场所。我们的解决方案促进协作，这对于更安全的社区、学校、医院、企业和最终更安全的国家至关重要。加入一份有意义的职业，帮助我们打造更安全的未来。
部门简介
摩托罗拉解决方案公司
职位描述
- 架构一个基于语音的聊天系统，允许警察执行位置搜索、人员搜索和其他日常任务。
- 开发AI文本处理功能，将ASR文本添加大写、数字化和标点符号。
- 构建AI算法，将非结构化数据转换为结构化数据，使人类能够对大量数据进行搜索。
- 设计新的方法，使用LLMs创建可用于任何通用搜索应用的解析器。
- 管理实习生，并指导他们参与研究园区创新中心的各种数据科学项目。
- 设计REST API并构建数据治理，以确保客户数据的质量、安全性和隐私性。
- 具备Azure、Google和AWS云服务经验，用于部署服务和容器。
- 在端到端公共安全生态系统中进行自然语言数据库查询。
- 与LLMs合作设计提示并进行特定任务的微调。
- 使用Rasa、Voiceflow和Google DFCX等框架构建聊天机器人。
- 开发AI文本处理算法，实现人类与大型计算机系统之间的自由文本和语音交互。
- 架构一个基于语音的聊天系统，允许警察执行位置搜索、人员搜索和其他日常任务。
- 指导初级数据科学家开发NLP和文本处理算法。
- 设计可用于训练和测试多语言翻译模型的多语言数据集。
- 开发优化的查询，以快速从ELK堆栈中读取数据。
- 开发和评估自定义数据集，以评估和微调STT（语音转文本）和TTS（文本转语音）模型，以达到最佳性能和持续改进。
- 管理具有实时更新和无线电集成的基于云的配置系统。
- 允许在美国任何地方远程办公。
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Company Overview
At Motorola Solutions, we believe that everything starts with our people. We’re a global close-knit community, united by the relentless pursuit to help keep people safer everywhere. We build and connect technologies to help protect people, property and places. Our solutions foster the collaboration that’s critical for safer communities, safer schools, safer hospitals, safer businesses, and ultimately, safer nations. Connect with a career that matters, and help us build a safer future.
Department Overview
Motorola Solutions, Inc.
Job Description
- Architect a voice-based chat system that allows police officers to perform location search, person search and other day-to-day activities.
- Develop AI text processing that takes ASR text and adds capitalization, digitization and punctuation.
- Build AI algorithms that take unstructured data and converts it to structured data that enables humans to search over big amounts of data.
- Design new ways to create parsers that can be used for any general search-based applications using LLMs.
- Manage interns and guide them with various data science projects as part of research park innovation center.
- Design REST API and build data governance to ensure quality, security and privacy of customer data.
- Experience with Azure, Google and AWS cloud services to deploy services and containers.
- Natural language database queries in an end-to-end public safety ecosystem.
- Work with LLMs designing prompts and fine tuning for specific tasks.
- Build chatbots using various frameworks such as Rasa, Voiceflow and Google DFCX.
- Develop AI text processing algorithms that enable free text and voice-based interactions between humans and large computer systems.
- Architect a voice-based chat system that allows police officers to perform location search, person search and other day-to-day activities.
- Mentoring junior data scientists developing NLP and text processing algorithms.
- Design multilingual datasets that can be used for training and testing multilingual translation models.
- Develop queries that are optimized to retrieve data fast while reading from ELK stack.
- Develop and evaluate custom datasets to assess and fine-tune STT (speech to text) and TTS (text to speech) models for optimal performance and continuous improvement.
- Managing cloud-based provisioning system with real-time updates and radio integration.
- Telecommuting permitted from anywhere within the U.S.
Target Base Salary Range: $139,818 to $178,600 USD
Consistent with Motorola Solutions values and applicable law, we provide the following information to promote pay transparency and equity. Pay within this range varies and depends on job-related knowledge, skills, and experience. The actual offer will be based on the individual candidate.
Basic Requirements
- Masters degree + 2 years experience or
- Bachelors degree + 5 years experience.
Travel Requirements
None
Relocation Provided
None
Position Type
Experienced
Referral Payment Plan
NoOur U.S. Benefits include:
- Incentive Bonus Plans
- Medical, Dental, Vision benefits
- 401K with Company Match
- 10 Paid Holidays
- Generous Paid Time Off Packages
- Employee Stock Purchase Plan
- Paid Parental & Family Leave
- and more!
EEO Statement
Motorola Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion or belief, sex, sexual orientation, gender identity, national origin, disability, veteran status or any other legally-protected characteristic.
We are proud of our people-first and community-focused culture, empowering every Motorolan to be their most authentic self and to do their best work to deliver on the promise of a safer world. If you’d like to join our team but feel that you don’t quite meet all of the preferred skills, we’d still love to hear why you think you’d be a great addition to our team.
We’re committed to providing an inclusive and accessible recruiting experience for candidates with disabilities, or other physical or mental health conditions. To request an accommodation, please complete this Reasonable Accommodations Form so we can assist you.
Originally posted on Himalayas