Data Scientist
Mức lương: Thỏa thuận
Đã hết hạn nộp hồ sơ - 103 lượt xem
Ngày cập nhật: 02/08/2019
Thông Tin Tuyển Dụng
Mô tả công việc
Join a Global Leader!
DFO Global Performance Commerce is a rapidly expanding online performance marketing and technology organization. We build e-commerce fintech along with the most successful and innovative advertising online for consumer products. We combine expert marketing with technology and innovative processes. We want amazing people to help us with our continued global growth.
DFO Global Performance Commerce is a global agency, with offices in Canada, the United States, the Netherlands, Hong Kong, Brazil, Vietnam and the Philippines.
DFO Global Performance Commerce is seeking an experienced Data Scientist for our Analytics department, capable of working in a fast-paced environment, and complete tasks under a variety of tasks under tight deadlines. A qualified candidate will have a demonstrated ability to work with Business Intelligence Analysts and Data Engineers (or equivalent) to develop statistical models and machine learning pipelines to solve and identify a variety of business use cases and opportunities.
They must have strong experience using a variety of data mining/analysis methods, building and implementing models, using/creating algorithms and running simulations, and a proven ability to drive business results with data-based insights.
***RESPONSIBILITIES:
. Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
. Mine and analyze data from company databases, leveraging our Business Intelligence Analysts and Data Engineer, to drive optimization and improvement in a variety of departments
. Assess the effectiveness and accuracy of new data sources and data gathering techniques
. Correctly use and report on usage of “out-of-the-box” algorithms and models, as well as developing custom data models and algorithms as required
. Coordinate with different functional teams to implement models and monitor outcomes.
. Develop processes and tools to monitor and analyze model performance and data accuracy.
DFO Global Performance Commerce is a rapidly expanding online performance marketing and technology organization. We build e-commerce fintech along with the most successful and innovative advertising online for consumer products. We combine expert marketing with technology and innovative processes. We want amazing people to help us with our continued global growth.
DFO Global Performance Commerce is a global agency, with offices in Canada, the United States, the Netherlands, Hong Kong, Brazil, Vietnam and the Philippines.
DFO Global Performance Commerce is seeking an experienced Data Scientist for our Analytics department, capable of working in a fast-paced environment, and complete tasks under a variety of tasks under tight deadlines. A qualified candidate will have a demonstrated ability to work with Business Intelligence Analysts and Data Engineers (or equivalent) to develop statistical models and machine learning pipelines to solve and identify a variety of business use cases and opportunities.
They must have strong experience using a variety of data mining/analysis methods, building and implementing models, using/creating algorithms and running simulations, and a proven ability to drive business results with data-based insights.
***RESPONSIBILITIES:
. Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
. Mine and analyze data from company databases, leveraging our Business Intelligence Analysts and Data Engineer, to drive optimization and improvement in a variety of departments
. Assess the effectiveness and accuracy of new data sources and data gathering techniques
. Correctly use and report on usage of “out-of-the-box” algorithms and models, as well as developing custom data models and algorithms as required
. Coordinate with different functional teams to implement models and monitor outcomes.
. Develop processes and tools to monitor and analyze model performance and data accuracy.
Yêu cầu ứng viên
***SKILLS AND QUALIFICATIONS:
. 1-3 years experience manipulating data sets and building statistical models, has a Master’s or PHD in statistics, computer science, or other quantitative field
. Experience using statistical computer languages (R, Python, Golang, etc.) to manipulate data and draw insights from large data sets
. Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
. Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
. Excellent written and verbal communication skills for coordinating across teams
. Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
. Experience querying databases (SQL and MongoDB) and using statistical computer languages: R, Python, Golang, etc.
. Experience using web services: Redshift, S3, Spark, etc.
. Experience analyzing and blending data from 3rd party providers: Google Analytics, Adwords, Facebook Insights, etc.
. Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
. Experience visualizing/presenting data for stakeholders using: Tableau, Looker, Business Objects, D3, ggplot, etc.
***BONUS POINTS FOR:
. Having experience using project management tools such as Jira (or equivalent)
. Experience with DataRobot
. Due to our team structure – you need not be incredibly strong in programming to apply. Statistical modelling abilities takes precedence. We look forward to your application!
***Why work at DFO Global Performance Commerce?
. Exciting and diverse team spread all around the world!
. Fast growing eCommerce power house; over 2x growth in 2017 and 2018
. Early technological adopters
. Education subsidy after 1 year of employment
. Casual work environment
. Reputation in the advertising space for being professional, innovative, and disruptive
. Flexible hours
. 1-3 years experience manipulating data sets and building statistical models, has a Master’s or PHD in statistics, computer science, or other quantitative field
. Experience using statistical computer languages (R, Python, Golang, etc.) to manipulate data and draw insights from large data sets
. Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
. Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
. Excellent written and verbal communication skills for coordinating across teams
. Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
. Experience querying databases (SQL and MongoDB) and using statistical computer languages: R, Python, Golang, etc.
. Experience using web services: Redshift, S3, Spark, etc.
. Experience analyzing and blending data from 3rd party providers: Google Analytics, Adwords, Facebook Insights, etc.
. Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
. Experience visualizing/presenting data for stakeholders using: Tableau, Looker, Business Objects, D3, ggplot, etc.
***BONUS POINTS FOR:
. Having experience using project management tools such as Jira (or equivalent)
. Experience with DataRobot
. Due to our team structure – you need not be incredibly strong in programming to apply. Statistical modelling abilities takes precedence. We look forward to your application!
***Why work at DFO Global Performance Commerce?
. Exciting and diverse team spread all around the world!
. Fast growing eCommerce power house; over 2x growth in 2017 and 2018
. Early technological adopters
. Education subsidy after 1 year of employment
. Casual work environment
. Reputation in the advertising space for being professional, innovative, and disruptive
. Flexible hours
Quyền lợi được hưởng
- Salary is highly competitive at international levels and based on qualification
- Premium healthcare package to you and your beloved family members
- Job Security - World travel
- Premium healthcare package to you and your beloved family members
- Job Security - World travel
Cách thức ứng tuyển
Hồ sơ theo yêu cầu của nhà tuyển dụng khi liên hệ trực tiếp
Giới thiệu về công ty
DFO GLOBAL PERFORMANCE COMMERCE
Add 1: District 1 | Floor 21, Saigon Centre Tower 2, 67 Le Loi & Add 2: District 12| Floor 4, Building 9, Quang Trung Software City
Người liên hệ: HR Department
Add 1: District 1 | Floor 21, Saigon Centre Tower 2, 67 Le Loi & Add 2: District 12| Floor 4, Building 9, Quang Trung Software City
Người liên hệ: HR Department
About DFO Global Performance Marketing DFO Global Performance Commerce is a rapidly expanding digital marketing company that is responsible for some of the most successful and innovative media and ecommerce campaigns to be launched on the Internet. We are expert marketers who can complete the impossible when it comes to ...Chi tiết
About DFO Global Performance Marketing DFO Global Performance Commerce is a rapidly expanding digital marketing company that is responsible for some of the most successful and innovative media and ecommerce campaigns to be launched on the Internet. We are expert marketers who can complete the impossible when it comes to high volume global digital sales. We’ve doubled our growth in the past year, and are looking to go even further with amazing people like yourself! DFO is a global agency, with offices in Vancouver, Toronto, New York, The Hague, Manila, Miami, Hong Kong and San Diego We are currently seeking an Affiliate Manager with great people skills, excellent technical capabilities and a basic knowledge of affiliate marketing tools and strategies. The successful candidate will be exceptionally well organized, have strong communication skills and an entrepreneurial spirit matched with a desire to excel in a dynamic and rewarding industry. If you are a top-performing team player looking for a great opportunity, then make this your next career move! We have an office in The Hague and are about to open one in Amsterdam. Ẩn chi tiết
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Tìm thêm việc làm
DFO GLOBAL PERFORMANCE COMMERCE
Địa chỉ: Add 1: District 1 | Floor 21, Saigon Centre Tower 2, 67 Le Loi & Add 2: District 12| Floor 4, Building 9, Quang Trung Software City
Quy mô: 25-99 nhân viên
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Data Scientist
Mức lương: Thỏa thuận | Hạn nộp hồ sơ: Đã hết hạn nộp hồ sơ