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Senior Data Scientist
Job Description
Responsibilities
- Perform data cleaning and exploratory data analysis noisy user behaviors, marketing, content, and geospatial data to address tough business questions; translate complex findings and results into a compelling narrative
- Investigate Migo's user behavior data to identify high-customer-impact problems around Migo’s core user experience; propose solutions and test hypotheses in an iterative cycle to understand the voice of customers in emerging markets
- Build and use the analytical tools needed to deal with massive data sets to uncover important business insights through statistical analysis, machine learning and AI techniques.
- Interpret Migo's operational data to identify high-customer-impact problems, propose solutions, and test hypotheses in an iterative cycle.
- Collaborate with internal stakeholders to understand business requirements, work with cross-functional product teams and leads the end-to-end development of data products such as recommendation systems and business intelligence dashboards.
- Collaborate daily on our product and business strategy with teams across the organization
Requirements
• 3+ years’ full-time work experience with a Master's degree in one of the following fields:: Machine Learning, Engineering, Applied Mathematics, Applied Physics, Computer Science, Statistics, Economics, or Quantitative Finance.
• Comfortable using computer programming languages and data warehousing tools to define and build statistical models for identification, estimation, and prediction.
o Practical experience in SQL on RDBMS or NoSQL environment
o Working knowledge of at least one modeling framework such as Python (numpy,
pandas, scikit-learn, TensorFlow, Pytorch, etc.), R (Tidyverse and common
statistical packages), Matlab, etc.
o Experienced in manipulate large data set and exploratory data analysis with data visualization technology such as Tableau, ggplot and D3.js.
• Proficient in discrete multivariate stochastic process, statistical inference and analysis.
• Can translate user requirements into a functional model and interpret predictive models to non-technical stakeholders
• Experience using a data-driven approach in at least one of the following fields: marketing, sales, media, gaming, studio production, or user experience.
• (Plus)Practical experience in building production level deep learning models using AI framework such using one or more including but not limiting to the following edge inference open source projects. i.e. TensorFlow, Caffe/2, Mxnet, and Android NNAPI.
• (Plus) Practical experience in measurement of offline advertising, geospatial analytics, or retail network optimization
About us
Migo 熱鬧點科技是一間外資新創企業，全球研發中心位於台北，打造專為新興市場的消費者使用的數位平台。
目前營運的市場為印尼，未來將延伸至其他東南亞新興國家。
為什麼首要的市場是印尼呢？ 因為對於印尼人來說，寬頻網路如同奢侈品，並非每個人都負擔得起！
Migo 的數位平台，是以低於傳統寬頻 1/100 成本的技術，讓當地的消費者無需消耗行動數據也能同樣享受到優質的數位內容和數位體驗。
Do you believe that everyone should have access to Entertainment and Education?
At Migo, we are creating a movement to change the status quo to enable our consumers in emerging markets to watch entertainment and education videos offline – anytime, anywhere without buffering. We are creating a content distribution network (CDN) that is 100x cheaper to deploy than existing telco infrastructure resulting in ultra-low-cost for data. This allows us to bring joy to customers and build an innovative digital gateway through a smartphone to transform the digital lives of 3 billion rising consumers for the modern internet experiences with consumption of data at an affordable price.
Follow us on Social Media:
FB (Product News): https://www.facebook.com/MigoIndo/
FB (Careers): https://www.facebook.com/MigoCareers/
IG: https://www.instagram.com/migoindonesia/
Linkedin: https://www.linkedin.com/company/migo
【Migo的創辦人是誰】
公司的創辦人兼執行長，Barrett Comiskey 畢業於美國麻省理工學院（MIT），擁有史丹福（Stanford）商學院的企管碩士（MBA）。Barrett也因在大學期間在MIT Media Lab發明電子墨水(E-Ink) ：驅動亞馬遜的Kindle和市面上其他品牌電子書的核心科技入選美國專利商標局國家發明家名人堂。他定居於亞洲有超過十五年的時間，是一位成功且經驗豐富的創業家。
【Why Join Us?】
Simple: We bring joy and transformation not only to Emerging Markets but to you, too.
Being an Imagineer means breaking boundaries by imagining, designing, building, and developing innovation to transform lives. Here in Migo, we aren’t just employees. We are Leaders, Caring, Relentless, Innovators, Always Improving, and we carry this in every action as we work together as one team towards one goal.
We change the world. Our passion for solving problems fuels us to continue challenging social norms and rebalancing accessibility for everyone. We dream big yet execute simply.
We don’t fear failure. Rather, we take those as an opportunity to improve. We move as one borderless team and build ideas together. Your inputs are valued because all of us are innovators: we believe that our endless curiosity while learning from each other builds the next best thing.
We unlock your full potential by being surrounded by a vast diversity of cultures and perspectives. You will be mentored by experts and fellow leaders through knowledge sharing and through fast and straightforward feedback. You will be empowered to grow as an individual and a professional to a whole new level – because as much as you got us, we got you too.
