ML Architect
通过加入 Sedgwick,你将成为真正有意义的东西的一部分。这是我们33,000名同事为世界各地面临意外的事情的人每天做的。我们邀请你与我们一起发展自己的职业生涯，体验我们的关心文化，并享受工作和生活平衡。在这里，你可以达到什么样的目标没有限制。新闻周刊承认 Sedgwik 是美国最伟大的工作场所国家顶级公司作为一个伟大的工作场所®财富最佳工作场所在金融服务和保险 ML 建筑师工作描述主要目的：与利益相关者合作识别，范围，执行先进分析和数据科学项目；设计数据建模流程，创建算法和预测模型；并分享信息，使业务决策成为可能。重要功能和责任 · 在生产环境中构建，原型和部署机器学习模式。·与产品，技术和其他利益相关者合作确定和扩展数据科学项目。·向技术和非技术利益相关方传达建模挑战，发现和结果。·设计和实施结合多个数据来源的 ETL （提取，转换，加载）数据管道。·探索新的内部和外部数据源，评估其商业效益。· 导师团队成员，担任跨职业讨论专家。额外的功能和责任。· 根据所需执行其他任务。· 旅行。资格教育与许可士学位或博士学位从认可大学或优先大学获得统计学，数学，计算机科学，数据科学，经济学或相关数量领域的专业。经验 10 年相关经验或同等教育和经验组合，包括3 (3) 年的预测建模，数据科学和分析经验，在使用数据可视化工具和图书馆以及数据探索，数据纠纷和功能工程方面拥有坚实的背景。自然语言处理和医疗保健数据方面的经验优先。技能与知识 · Python 或 R 编写代码的能力和可复制性记录能力 ·对其他模型和代码进行审查的强有力的知识 · 使用数据可视化的工具和库的能力 ·强大的数据勘探，数据纠葛和功能工程技巧 ·应用程序的知识
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By joining Sedgwick, you'll be part of something truly meaningful. It’s what our 33,000 colleagues do every day for people around the world who are facing the unexpected. We invite you to grow your career with us, experience our caring culture, and enjoy work-life balance. Here, there’s no limit to what you can achieve.
Newsweek Recognizes Sedgwick as America’s Greatest Workplaces National Top Companies
Certified as a Great Place to Work®
Fortune Best Workplaces in Financial Services & Insurance
ML ArchitectJob Description
PRIMARY PURPOSE: To partner with stakeholders to identify, scope, and execute advanced analytics and data science projects; to design data modeling processes, create algorithms, and predictive models; and to share insights that inform and enable business decisions.
ESSENTIAL FUNCTIONS and RESPONSIBILITIES
- Builds, prototypes, and deploys machine learning models in production environments.
- Collaborates with product, technology, and other stakeholders to identify and scope data science projects.
- Communicates modeling challenges, findings, and outcomes to technical and non-technical stakeholders.
- Designs and implements end-to-end ETL (extract, transform, load) data pipelines integrating data from multiple data sources.
- Explores new internal and external data sources and assesses their commercial benefit.
- Mentors team members and serves as a subject matter expert in cross-functional discussions.
ADDITIONAL FUNCTIONS and RESPONSIBILITIES
- Performs other duties as assigned.
- Travels as required.
QUALIFICATIONS
Education & Licensing
Master’s degree or Ph.D. with major in statistics, mathematics, computer science, data science, economics, or related quantitative field from an accredited college or university preferred.
Experience
Ten (10) years of related experience or equivalent combination of education and experience to include three (3) years of predictive modeling, data science, and analysis experience with solid background in the using data visualization tools and libraries and data exploration, data wrangling, and feature engineering. Experience with natural language processing and healthcare data preferred.
Skills & Knowledge
- Proficiency writing code in Python or R and documenting for reproducibility
- Strong knowledge of reviewing other’s models and code
- Ability to use data visualization tools and libraries
- Strong data exploration, data wrangling and feature engineering skills
- Knowledge of application of supervised/unsupervised ML techniques
- Thorough knowledge of SQL to query relational databases
- Excellent oral and written communication skills, including presentation skills
- PC literate, including Microsoft Office products
- Analytical and interpretive skills
- Strong organizational skills
- Ability to create and complete comprehensive, accurate and constructive written reports
- Ability to work in a team environment
- Ability to meet or exceed Performance Competencies
WORK ENVIRONMENT
When applicable and appropriate, consideration will be given to reasonable accommodations.
Mental: Clear and conceptual thinking ability; excellent judgment, troubleshooting, problem solving, analysis, and discretion; ability to handle work-related stress; ability to handle multiple priorities simultaneously; and ability to meet deadlines
Physical: Computer keyboarding, travel as required
Auditory/Visual: Hearing, vision and talking
As required by law, Sedgwick provides a reasonable range of compensation for roles that may be hired in jurisdictions requiring pay transparency in job postings. Actual compensation is influenced by a wide range of factors including but not limited to skill set, level of experience, and cost of specific location. For the jurisdiction noted in this job posting only, the range of starting pay for this role is ($175,000 - $220,000). A comprehensive benefits package is offered including but not limited to, medical, dental, vision, 401k and matching, PTO, disability and life insurance, employee assistance, flexible spending or health savings account, and other additional voluntary benefits.
The statements contained in this document are intended to describe the general nature and level of work being performed by a colleague assigned to this description. They are not intended to constitute a comprehensive list of functions, duties, or local variances. Management retains the discretion to add or to change the duties of the position at any time.
Sedgwick is an Equal Opportunity Employer and a Drug-Free Workplace.
If you're excited about this role but your experience doesn't align perfectly with every qualification in the job description, consider applying for it anyway! Sedgwick is building a diverse, equitable, and inclusive workplace and recognizes that each person possesses a unique combination of skills, knowledge, and experience. You may be just the right candidate for this or other roles.
Originally posted on Himalayas