Bogdan Beca，罗马尼亚布加勒斯特的开发商
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Bogdan Beca

Verified Expert  in Engineering

软件架构师和开发人员

Location
Bucharest, Romania
Toptal Member Since
May 4, 2021

Bogdan拥有20多年的企业级系统实践经验, 为顶级能源组织交付了数十个大型项目, pharma, telco, eCommerce, banking, and the public sector. As a solutions architect, Bogdan可以推动解决方案从概念到生产，或者提供关于解决方案架构的端到端poc(或mvp), design, development, and release pipelines.

Data ModelingData AnalyticsData AnalysisData EngineeringData MigrationData WarehousingAzure Data LakeSaaSSQLOracle.NETOLAPOracle PL/SQLT-SQL (Transact-SQL)Database DesignTOGAFMicrosoft Graph欧博体育app下载管理(PIM)COBITSOAAzure SynapseStored Procedure网上交易处理

Portfolio

Ares Software Srl
Azure、机器学习、主数据管理(MDM)、企业架构...
JT International S.A. - Main
Azure PaaS、Azure、解决方案架构...
Accenture
Azure、Oracle、机器学习、主数据管理(MDM)...

Experience

SQL - 20 years解决方案架构—20年APIs - 20 yearsData Modeling - 20 yearsData Engineering - 15 yearsAzure - 9 years.NET Core - 8 yearsAzure Synapse - 5 years

Availability

Full-time

Preferred Environment

SQL, Azure, Azure Synapse, .NET Core

The most amazing...

...最近的项目(MVP)是一个大型电子商务生态系统的全球PIM. 我做了事件驱动的架构和基于工作流的多维异步调度.

Work Experience

Owner

2003 - PRESENT
Ares Software Srl
  • 履行不同缔约方的不同角色, 包括软件工程, 解决方案架构和设计, data architecture and design, core development, prototyping, and software development.
  • 实现端到端自组织地图(SOM)神经网络产品Ares Vega AI.
  • 致力于开发用于SOM训练的专有ML算法, 以及u矩阵的生成, hierarchical clustering, and segmentation.
Technologies: Azure、机器学习、主数据管理(MDM)、企业架构, Solution Architecture, Oracle, Microsoft SQL Server, ETL, Data Analysis, Oracle PL/SQL, Synapse, Data Analytics, Complex Data Analysis, Spark, Databases, Database Transactions, Data Migration, SQL Server集成服务(SSIS), SQL Server报表服务(SSRS), SaaS, Stored Procedure, Data Pipelines, .NET, Data Architecture, Data Engineering, OLTP, OLAP, Azure SQL, UML, JavaScript, Azure Cognitive Services, Microsoft Graph, Microsoft Power BI, Data Modeling, T-SQL (Transact-SQL), Database Design, Azure Synapse, Azure PaaS, CRM APIs, APIs, OpenCL/GPU, Azure Data Lake, Azure DevOps, Visualization, .NET MAUI, C#, ELT, Data Management, Azure API Management, Common Data Service, Azure Active Directory, Azure Functions, Performance Tuning, Azure Data Factory, Data Integration, Database Architecture

Solutions Architect

2021 - 2023
JT International S.A. - Main
  • 参与JTI数字生态系统的高层设计，确保EA治理.
  • 通过提供特定主题的poc或mvp来评估企业对新技术采用的适应性. 为未来技术的使用制定指导方针和最佳实践.
  • 担任战略项目和主要全球计划的解决方案架构师.
  • 开发高性能ETL/ELT和数据管道.
Technologies: Azure PaaS、Azure、解决方案架构, 客户关系管理(CRM), APIs, Azure Synapse, eCommerce, 欧博体育app下载管理(PIM), ELT, Synapse, .NET Core, Data Analytics, Complex Data Analysis, Data Analysis, Spark, Databases, Database Transactions, SaaS, Stored Procedure, Data Pipelines, SQL, Data Architecture, ETL, Data Engineering, Enterprise Architecture, Azure SQL, UML, JavaScript, Microsoft Graph, Microsoft Power BI, Data Modeling, T-SQL (Transact-SQL), CRM APIs, Azure Data Lake, Azure DevOps, Visualization, C#, Data Migration, Azure API Management, Common Data Service, Azure Active Directory, Azure Event Hubs, Azure Functions, Azure Cosmos DB, SQL Stored Procedures, Performance Tuning, Azure Data Factory, Data Integration

Senior Consultant

2016 - 2021
Accenture
  • Architected the solution, 创建数据体系结构, 并为某能源客户设计了一个企业级COTS实现.
  • 实现并设计了一个复杂的ML实现，用于油气产量预测.
  • 设计API，并为Azure和混合部署的开发做出贡献.
  • 为主数据存储扩展提供数据建模和实现高性能SQL etl.
Technologies: Azure、Oracle、机器学习、主数据管理(MDM), Enterprise Architecture, SQL Server集成服务(SSIS), SQL Server报表服务(SSRS), Solution Architecture, Microsoft SQL Server, ETL, Data Analysis, Microsoft Power BI, Data Modeling, Database Design, ELT, Synapse, .NET Core, Data Analytics, Complex Data Analysis, Spark, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SaaS, PL/SQL, Stored Procedure, SQL, Data Architecture, Data Engineering, OLTP, OLAP, UML, ArcGIS, Oracle PL/SQL, T-SQL (Transact-SQL), Azure PaaS, APIs, Azure Data Lake, Visualization, C#, Azure Active Directory, Azure Functions, SQL Stored Procedures, Performance Tuning, Microsoft Excel, Data Integration, Database Architecture

解决方案架构师|开发主管|顾问(承包商)

2017 - 2020
Strategikon Pharma
  • Architected, designed, 并为ERP架构在Azure平台即服务(PaaS)上处理高性能在线事务处理(OLTP)系统的核心开发.
  • 设计并建议软件开发生命周期(SDLC)以及操作过程和实践.
  • 领导SQL实现和API集成的开发.
Technologies: Azure, Enterprise Architecture, Solution Architecture, Microsoft SQL Server, Microsoft Graph, Azure SQL, Data Modeling, Database Design, Synapse, .NET Core, Data Analytics, Complex Data Analysis, Data Analysis, Data Management, Databases, Database Transactions, SaaS, Stored Procedure, SQL, Data Architecture, ETL, Data Engineering, OLTP, OLAP, Master Data Management (MDM), UML, JavaScript, T-SQL (Transact-SQL), Azure PaaS, CRM APIs, 客户关系管理(CRM), APIs, Azure DevOps, Visualization, C#, Data Migration, Azure Active Directory, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

Operational Architect

2013 - 2016
OMV PETROM
  • 为从早期需求到验证可行性的所有业务IT计划做出贡献, evaluating risks, and proposing architectural scenarios; directly involved, hands-on, in strategic projects.
  • 在一个脆弱的过程中担任关键职位，参与所有与it相关的活动. 定义了体系结构变更请求，并将体系结构生命周期与项目组合管理结合起来.
  • Defined, guided, and controlled the enterprise integration architecture; also defined and maintained the reference architectures and guidelines.
  • 架构、设计和实现增量生产DSS解决方案的核心. 它涉及高度复杂的分析工作，包括效率计算和决策支持.
  • 创建了电气线路资产管理和基于风险的检查解决方案的核心. 它涉及到带有线性参考的库存, 功能参数监控和报告, 以及检验优化的风险计算.
  • Built the technical foundation of a digital oil field (DOF) program; it involved ~4,000个自动化/仪表站点, five SCADA systems, data virtualization, 几个大型操作系统, a master data store, and several data marts.
  • 开发RBI和管道完整性管理解决方案. 它涉及大量管道和管线(200,000 KM)的库存，平均为线性参考. 每类120个参数，复杂的风险计算和检验优化.
  • 为操作集成设计和原型化高性能操作数据存储, 基于数据虚拟化和内存缓存.
  • 构建解决方案并将其实现为智能井状态计算(用~2的关系掩码取代现有的“if-else”方法),500+业务规则，从转换历史中自动发现).
  • 为各种数据集成开发高性能ETL/ elt.
Technologies: TOGAF, ITIL, UML, Master Data Management (MDM), Solution Architecture, Oracle, SQL Server报表服务(SSRS), ArcGIS, Microsoft SQL Server, SQL Server集成服务(SSIS), ETL, Data Engineering, Microsoft Power BI, Data Modeling, Database Design, .NET Core, Data Analytics, Complex Data Analysis, Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SaaS, PL/SQL, Stored Procedure, SQL, .NET, Data Architecture, OLTP, OLAP, Enterprise Architecture, Machine Learning, Oracle PL/SQL, T-SQL (Transact-SQL), Azure PaaS, APIs, Visualization, C#, ELT, Azure Active Directory, SQL Stored Procedures, Performance Tuning, Microsoft Excel, Data Integration, Database Architecture

Data Architect (Contractor)

2012 - 2013
TeamNet
  • 构建和设计了国家养老金系统的数据集市和聚合策略.
  • 为分散在各种数字持久性格式上的所有遗留养老金数据定义遗留数据迁移策略.
  • 设计并实现了具有“复杂度压缩”的智能输入自适应ETL."
  • 设计并实现了养老金工资单的工业打印解决方案(基于模板的ASCII生成).
技术:主数据管理(MDM), ETL, Data Engineering, Data Analysis, Data Modeling, Data Analytics, Complex Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, PL/SQL, Stored Procedure, SQL, Oracle, Data Architecture, OLTP, Enterprise Architecture, Solution Architecture, UML, Oracle PL/SQL, Database Design, APIs, Visualization, C#, ELT, SQL Stored Procedures, Performance Tuning, Microsoft Excel, Data Integration, Database Architecture

解决方案架构师|开发者(承包商)

2012 - 2012
DIGI
  • 设计和开发工作流引擎/流程编排器.
  • 通过逆转遗留CRM实现参与CRM数据建模.
  • 参与了与周边操作系统(erp)的企业集成解决方案的设计, a billing system); worked on ETL prototyping for Microsoft stack integrations.
Technologies: Oracle, SQL Server报表服务(SSRS), OLTP, Solution Architecture, Microsoft SQL Server, ETL, Data Analytics, Complex Data Analysis, Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SQL Server集成服务(SSIS), PL/SQL, Stored Procedure, SQL, .NET, Data Architecture, OLAP, UML, Data Modeling, Oracle PL/SQL, T-SQL (Transact-SQL), Database Design, CRM APIs, 客户关系管理(CRM), APIs, Visualization, C#, ELT, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

Operational Architect

2008 - 2011
OMV PETROM
  • Defined, guided, and controlled the enterprise integration architecture; also defined and maintained the reference architectures and guidelines.
  • Built an operational support system for well work over an intervention system (ERP); it involved high-level solution architecture, 与MDS集成的原型 & SAP PM，定义报告/聚合策略，复杂，分析和kpi.
  • 实现MDM，这需要为所有E . xml细化和调整主数据管理概念&P systems, 使用SOA定义和设计MDS参考体系结构框架, 技术项目管理.
  • 建立了有效的日志管理系统, 其中包括定义架构草案和原型, MDS集成设计, 设计并明确了离线大E的解决方案&在低带宽连接上加载/管理日志.
  • 领导奥地利投资组合和面积管理的规划, 监督面积(商业油田)和储量/机会管理的数据建模. 管理解决方案架构和设计.
  • 监督了E&P地下主数据存储.
Technologies: Oracle, Microsoft SQL Server, SQL Server报表服务(SSRS), SQL Server集成服务(SSIS), SharePoint API, OLTP, Master Data Management (MDM), Solution Architecture, ETL, Data Engineering, Data Analysis, Data Modeling, Data Analytics, Complex Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SaaS, PL/SQL, Stored Procedure, SQL, .NET, Data Architecture, OLAP, Enterprise Architecture, UML, ArcGIS, Oracle PL/SQL, T-SQL (Transact-SQL), Database Design, APIs, Visualization, C#, ELT, SQL Stored Procedures, Performance Tuning, Microsoft Excel, Data Integration, Database Architecture

解决方案架构师|业务分析师(承包商)

2006 - 2008
OMV PETROM
  • Led the analysis, design, 实现了井口数据采集web应用程序(用于数据整合的临时数据采集工具).
  • 迁移涉及风险分析的遗留生产数据, 定义迁移策略, bespoke ETLs with Oracle and .NET, and iterative QC support and heuristic matching; it recovered 97.原始数据的3%(约10亿条记录).
  • 分析了井的生命周期，需要进行业务分析，以评估与it相关的WLC过程, deliverables, and activities, 对该领域的企业进行采访, 以及优化井态转换的重新设计建议.
Technologies: BPM, Oracle, SQL Server集成服务(SSIS), SQL Server报表服务(SSRS), Master Data Management (MDM), Solution Architecture, Microsoft SQL Server, ETL, Data Engineering, Data Analysis, Data Analytics, Complex Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SaaS, PL/SQL, Stored Procedure, SQL, Data Architecture, OLTP, OLAP, Enterprise Architecture, UML, ArcGIS, Data Modeling, Oracle PL/SQL, T-SQL (Transact-SQL), Database Design, APIs, Visualization, C#, ELT, SQL Stored Procedures, Performance Tuning, Microsoft Excel, Data Integration, Database Architecture

流程工程师|数据经理(承包商)

2005 - 2006
PwC Romania
  • 支持系统架构，并代表一家大型本地电信公司的IPO为SOX合规准备提供数据管理专业知识.
  • 作为一个大型固定资产对账项目的流程工程团队的一员.
  • 开发一个临时固定资产解决方案，用于捕获在对账过程中移动的固定资产.
Technologies: COBIT, SOX, BPM, Data Analysis, Data Analytics, Complex Data Analysis, SQL, Data Architecture, Enterprise Architecture, UML, C#, Microsoft Excel

业务分析师|数据库设计师|开发人员(承包商)

2003 - 2004
Telekom Romania
  • 处理一家主要电信公司的OSS实现，并为一些小节设计数据库.
  • 使用Rational Rose分析、细化并形式化业务需求和变更.
  • 使用Oracle高级队列和XML输出提要开发集成工作流.
Technologies: Oracle, OLTP, BPM, ETL, Data Engineering, Data Analysis, Data Analytics, Complex Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SQL Server集成服务(SSIS), PL/SQL, Stored Procedure, SQL, Data Architecture, OLAP, UML, Data Modeling, Oracle PL/SQL, Database Design, CRM APIs, 客户关系管理(CRM), APIs, C#, ELT, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

解决方案架构师|开发者(承包商)

2003 - 2004
Deuromedia, RO
  • 为一家美国银行构建并设计了一个投资组合管理解决方案(外包开发).
  • 发展了疼痛的部分 .并对数据库进行了设计和实现.
  • 提供与业务利益相关者相关的技术项目管理.
Technologies: OLTP, OLAP, Microsoft SQL Server, Solution Architecture, Data Analytics, Complex Data Analysis, Data Analysis, Data Management, Databases, Database Transactions, Stored Procedure, SQL, .NET, Data Architecture, UML, JavaScript, Data Modeling, T-SQL (Transact-SQL), Database Design, APIs, Visualization, C#, Data Migration, SQL Stored Procedures, Performance Tuning, Database Architecture

解决方案架构师|开发者(承包商)

2003 - 2003
Transoft, NL/RO
  • Led the OLAP architecture, design, 以及在ARTS框架上实现企业零售后端解决方案.
  • Developed with .. NET后端处理服务(Windows服务).
  • 为报表执行复杂的聚合和分析(Oracle开发).
Technologies: Oracle, OLAP, Solution Architecture, Data Engineering, Data Analysis, Data Analytics, Complex Data Analysis, Data Management, Databases, Database Transactions, PL/SQL, Stored Procedure, SQL, Data Architecture, ETL, UML, Data Modeling, Oracle PL/SQL, Database Design, CRM APIs, 客户关系管理(CRM), APIs, Visualization, C#, Data Migration, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

Solution Architect

2002 - 2002
Medicarom, RO
  • 构建并开发了EPINET(全国流行病学调查系统)的核心SQL Server实现.
  • 在数据库设计和集成方面指导和建议其他项目.
  • Implemented in .NET一个后端通知引擎.
Technologies: OLTP, Microsoft SQL Server, Solution Architecture, ETL, Data Engineering, Data Analysis, Data Analytics, Complex Data Analysis, Data Management, Databases, Database Transactions, SQL Server报表服务(SSRS), Stored Procedure, SQL, Data Architecture, OLAP, UML, Data Modeling, T-SQL (Transact-SQL), Database Design, APIs, Visualization, C#, Data Migration, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

Solution Architect

2001 - 2002
Deuromedia, RO
  • 为卫星广播和多播解决方案设计和开发了复杂的带宽管理实现(OLTP).
  • 支持多个涉及解决方案架构和数据库集成的项目.
  • 为实现可行性对新计划的需求进行原型化.
技术:Microsoft SQL Server, OLTP, Solution Architecture, Data Engineering, Data Modeling, Data Analytics, Complex Data Analysis, Data Analysis, Data Management, Databases, Database Transactions, Stored Procedure, SQL, .NET, Data Architecture, OLAP, UML, T-SQL (Transact-SQL), Database Design, APIs, Visualization, C#, Data Migration, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

解决方案架构师|开发人员

1999 - 2001
欧洲系统开发(美国离岸)，RO
  • Led the architecture, design, 以及为美国一家大型电信运营商开发DSS(决策支持系统).
  • 领导美国一家搬迁公司CRM的架构、设计和开发.
  • 在所有项目中担任技术领导，并提供技术项目管理.
技术:Microsoft SQL Server, Oracle, Solution Architecture, Data Analysis, Data Analytics, Complex Data Analysis, Data Management, Databases, Data Warehousing, Database Transactions, Data Migration, SQL Server集成服务(SSIS), SQL Server报表服务(SSRS), PL/SQL, Stored Procedure, SQL, Data Architecture, .NET, ETL, Data Engineering, OLTP, OLAP, UML, Data Modeling, Oracle PL/SQL, T-SQL (Transact-SQL), Database Design, CRM APIs, APIs, Visualization, C#, SQL Stored Procedures, Performance Tuning, Data Integration, Database Architecture

Developer

1997 - 1998
Various Companies, RO
  • 利用Atmel单片机实现焊机自动化.
  • 使用Atmel微控制器的自动燃油泵.
  • 建立药品处方注册和印刷标识制度.
技术:C, c++，汇编

Global PIM

全球欧博体育app下载管理(PIM)实施包括:

•将PIM SaaS (Akeneo)解决方案集成为多个电子商务系统(Magento)的全球PIM;
•与Azure函数的事件驱动异步集成;
•针对市场的复杂路由模式, environment types, channels, locales, 操作范围(可以扩展到数百个目标);
•松散耦合设计与可扩展配置，以允许异构电子商务配置.

数字生态系统- GCC整合

与Lambda架构集成的多通道全球呼叫中心:用于批量传输的Synapse ADL -Snow JDBC高性能通道, APIM Snow API, 以及用于实时集成的事件驱动集成.

Office 365客户洞察CDM集成

一个PoC，用于使用MS Spark CDM连接器以CDM(公共数据模型)格式对Azure数据湖管理的数据源进行基于管道的数据处理, 其次是Office 365客户洞察中的消费者数据协调流.

企业事件驱动工具包和工业化

该计划是事件驱动集成标准化的一部分. 它有一个基于Azure事件网格的发布者/订阅者简化框架，后面是一个带有门户前端的托管API.
我用托管身份模拟实现了Azure函数, Azure事件网格握手抽象, and event schema control.

SOM Neural Network

http://github.com/bogdanbeca/ARES_VEGA_DOCS/wiki
目前正在开发的通用自组织地图(SOM)平台. 我为SOM无监督学习开发了专有的ML和地图简化算法, U-matrix generations, hierarchical clustering, and hierarchical segmentation.

我使用了Azure资源管理器(ARM)， Azure数据湖，Azure SQL数据库，Azure函数， .. NET Core、OpenCL、Azure DevOps、Terraform、Vega图表等 .NET MAUI.

Clinical Maestro

这是一个制药ERP的企业级OLTP实现. It's 100% transactional, has full data versioning, 使用审计(可以根据要求跟踪和恢复任何信息), 一个可配置的公式引擎, and high scalability.

ML Production Forecast

这是一种基于无监督学习和高性能相似度匹配的油气产量预测方法. 包括针对过拟合的验证算法.

它已被证明比传统的历史回归预测效率高15%.

Incremental Production DSS

这是一个针对增量生产的决策支持系统. 它涉及操作系统之间的复杂集成, a master data store, SAP PM/PS, and SharePoint reports. 它还具有用于多标准预测的复杂Oracle分析, 实际和计划的时间序列使用动态时间序列移位, and trend identification.

基于风险的检查(RBI)和管道完整性管理(PIM)

这种最先进的rbi - pim实现使用PODS标准模型(管道开放数据标准)和ArcGIS进行拓扑处理.

Key Features:
•线性参考(带有工程工位点和工位方程)
• GIS referencing
•数百个参数监控每个资产，进行定量和定性监控
• Dynamic segmentation
• FMECA (failure mode, effects, 以及管道的临界性分析和风险模型, flowlines, piping, and static equipment
SAP PM和MM集成自动化检验方案

它每天大约有100个活跃用户(完整性工程师和他们的团队). 我们在2014年GITA油气管道会议上展示了该解决方案, Houston, TX, 作为世界上最大和最复杂的pod实现之一.

Oil Field Manager

This is a specialized E&P信息管理解决方案，管理多个主数据集市和遗留数据集市. 它每天在一个聚合窗口中为数百名授权用户聚合大约150亿条记录.

E&P Master Data Management

这是一个为期10年的项目，我在一个标准化的E上实现了一个大型MDS中心&P data model. 这涉及到集成十几个操作系统、SAP PM和用户系统. It exchanges a couple of million master data daily with stringent master data rules; it remains at the core of enterprise operations.

Languages

SQL, T-SQL (Transact-SQL)， c#，存储过程，UML, JavaScript

Frameworks

.NET, .NET Core, TOGAF, Spark, COBIT

Libraries/APIs

Azure认知服务，Azure API管理，SharePoint API, ArcGIS

Tools

Synapse, Microsoft Graph, Microsoft Power BI, Microsoft Excel

Paradigms

OLAP, ETL，数据库设计，ITIL, Azure DevOps

Platforms

Oracle, Azure, Azure Synapse, Azure PaaS, Azure事件中心，Azure函数

Storage

Master Data Management (MDM), OLTP, Azure SQL, Oracle PL/SQL, Databases, Database Transactions, Microsoft SQL Server, SQL Server集成服务(SSIS), SQL Server报表服务(SSRS), PL/SQL, SQL Stored Procedures, Data Integration, Database Architecture, Data Pipelines, Azure Active Directory, Azure Cosmos DB

Other

Enterprise Architecture, Solution Architecture, Data Architecture, Data Engineering, Data Modeling, APIs, 欧博体育app下载管理(PIM), Azure Data Lake, ELT, Data Analytics, Complex Data Analysis, Data Analysis, Data Management, Data Warehousing, Data Migration, SaaS, Performance Tuning, BPM, Machine Learning, OpenCL/GPU, Visualization, .NET MAUI, Azure Data Factory, SOX, CRM APIs, 客户关系管理(CRM), eCommerce, Common Data Service, Customer Insights

1996 - 2001

电子和计算机科学专业注册工程师(符合博洛尼亚标准的硕士学位)

特兰西瓦尼亚大学-布拉索夫，罗马尼亚

Collaboration That Works

How to Work with Toptal

在数小时内，而不是数周或数月，我们的网络将为您直接匹配全球行业专家.

1

Share your needs

在与Toptal领域专家的电话中讨论您的需求并细化您的范围.
2

Choose your talent

在24小时内获得专业匹配人才的简短列表，以进行审查，面试和选择.
3

开始你的无风险人才试验

与你选择的人才一起工作，试用最多两周. 只有当你决定雇佣他们时才付钱.

Top talent is in high demand.

Start hiring