请问这个职位salary一般是多少上训练营可以上岸吗？

Staff - National Tax - Tax Technology & Transformation - Advanced Technologies - Data Scientist

The opportunity
Tax Technology and Transformation is an area that has seen significant growth and investment, and you will see that reflected in your experience. It is no exaggeration to say that you will be working on highly publicized projects. The field of taxation is constantly changing as new laws, regulations, and technologies are created, and this is your opportunity to be part of that development

Key responsibilities
We are looking for an ambitious, self-motivated data scientist who will help us discover the information hidden in vast amounts of data and help us deliver even better products to our clients. Your primary focus will be in applying data mining techniques, doing statistical analysis and building high quantity prediction systems integrated with our products. You will be expected to team on a national and even global scale, so strong communication skills, attention to detail, and ability to effectively drive results are essential.
• Selecting features and building and optimizing classifiers using machine learning techniques
• Data mining using state-of-the-art methods
• Enhancing data collection procedures to include information that is relevant for building analytic systems
• Processing, cleansing and verifying the integrity of data used for analysis
• Doing ad-hoc analysis and presenting results in a clear manner

Depending on your unique skills and ambitions, you could be supporting various client projects, ranging from assisting in the production of leading edge machine learning models, to designing and implementing robust data pipelines that can handle data at a multinational, enterprise scale. Whatever you find yourself doing, you will contribute and help toward developing a highly trained team, all the while handling activities with a focus on quality and commercial value. This is a highly regulated industry, so it is all about maintaining our reputation as trusted advisors by taking on bold initiatives and owning new challenges.

Skills and attributes for success
• Strong understanding of machine learning techniques and algorithms, such as Linear/Logistic Regression, KNN, Naive Bayes, Support Vector Machines (SVM), Random Forests, etc.
• Hands-on experience with Natural Language Processing (NLP) techniques
• Strong working knowledge and at least 1-2 years of experience with Python
• Strong knowledge and experience using the Python toolkit (Pandas, NumPy, Jupyter Notebooks, etc.) are essential
• Experience with data visualization tools, such as Power BI, Seaborn, Matplotlib, etc.
• Experience with one of the following: SQL and NoSQL database technologies, SQL Server, MongoDB
• Strong scripting and programming skills. Ability to write clean code and understand Object Oriented Programming concepts.
• Ownership of assigned tasks and monitoring them until completion, including documenting requirements, configuration, testing and debugging.
• Ability to identify ways to automate manual tasks using existing financial or tax systems and emerging technologies
• Ability to consolidate tax data to make analysis and planning more efficient
• Focus on improving reporting capabilities to enhance our clients’ ability to evaluate risk and capitalize on opportunities
• Willingness to support project team members in any way needed to help ensure timely completion of deliverables

To qualify for the role, you must have
• A bachelor’s degree in information system, tax technology, management information systems or computer science or related field and a minimum of one year of related work experience
• A passionate interest in data science and its role in the organization
• Excellent communication and business writing skills
• A natural flair for problem solving and an entrepreneurial approach to work
• Strong organizational and time management skills, with exceptional client-serving consulting skills
• Demonstrated ability to capture and synthesize business requirements
• Desire and demonstrated ability to provide leadership within a team

Ideally, you’ll also have
• Experience with Apache Spark
• Experience with Hadoop and/or distributed database systems
• Experience working in the Microsoft Azure Cloud environment
• Experience developing ETL solutions using SSIS or other tools
• ERP experience, including SAP and/or Oracle-preferred but not required
• Practical experience or strong theoretical understanding of neural networks and their applications

What we look for
We are looking for knowledgeable data science professionals with a passion for turning data into actionable insight. You will need strong business acumen and a firm strategic vision, so if you are ready to use those skills to develop your team, this role is for you

看上去可以。。。都是蛮基础的。。即使要求很杂。。广度高，深度没太多要求

阵雨 发表于 2022-2-3 19:01
看上去可以。。。都是蛮基础的。。即使要求很杂。。广度高，深度没太多要求

谢谢回复
是的，这个是staff level的要求，所以很基础
你知道这种要求一般对应薪酬是多少吗？
..

gualigee 发表于 2022-2-3 19:31
谢谢回复
是的，这个是staff level的要求，所以很基础
你知道这种要求一般对应薪酬是多少吗？

不知道。。glassdoor 自己查下？

阵雨 发表于 2022-2-3 19:35
不知道。。glassdoor 自己查下？

glassdoor可能没有，因为这个是会计师事务所才搞出来的岗位
所以想问问其他行业类似岗位类似要求的薪资
谢谢