Sr. Data Scientist (Ai/ML) Expert
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职位描述 我们正在寻找一位数据科学家，他将通过分析公司数据所获得的洞察，为我们的产品、销售、领导层和营销团队提供支持。理想的候选人应善于利用大型数据集寻找产品和流程优化的机会，并使用模型来检验不同行动方案的有效性。他/她必须具备丰富的经验，使用各种数据挖掘/数据分析方法、各种数据工具，构建和实施模型，使用/创建算法以及创建/运行模拟。他/……
职位描述 · 原文
Job Description We are looking for a Data Scientist who will support our product, sales, leadership and marketing teams with insights gained from analysing company data. The ideal candidate should be adept at using large data sets to find opportunities for product and process optimisation and using models to test the effectiveness of different courses of action. He/She must possess strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. He/She must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams. The right candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes. Responsibilities At least 5 years of experience leading teams or large projects with research experience in AI, Machine learning, Deep learning, Analytics, Optimisation, IoT, and Automation Solid experience in building products/product lines A strong background in Mathematics and building AI algorithms Extensive experience in processing large scale and complex data specifically for ML/DS/AI projects Statistical Modelling of Data Understanding of ML life cycle, including,training, testing, validating ,deploying and updating of models periodically Analyse and improve algorithms to meet the demand of customers and sustain the market edge in AI/ML Support Internal and External Clients with the understanding of Data Science design and methodology Translate business requirements into technical requirements Work with the C-Suite to define clear priorities and communicate it to the functional teams for design, development and production roll out Work with stakeholders to identify opportunities for leveraging the company’s AI to drive business solutions Building tools to help businesses derive the maximum insights from data Successfully identify and develop emergent technologies to lead the path for future programs in AI and R D to align required capabilities for multiple projects and business requirements Developing and mentoring teams of R D scientists and software engineers towards our common goal of creating better experience Solid written and verbal communication skills to document and explain complex systems Demonstrated deep domain knowledge in research and development of advanced AI/ML applications Experience with Supervised, unsupervised machine learning, regression,classification, time series analysis Understanding creation of business values from data Model deployment and serving using Flask,Django, web services Good to have Skillset Experience with Pandas, Scikit-Learn, boosted trees, Pytorch, Tensorflow Dockers knowledge AWS* Micro services development Java/C# RnD and publications Knowledge of Python, C/C++, Linux, Windows, CMake, QT creator, VS-Studio, Pycharm, Spyder Originally posted on Himalayas
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