Data Scientist
Thinkmatch
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Job Description
- Design and develop various machine learning solutions to elevate the general user experience
- Take ownership of the end-to-end data science solutions - from framing the business problem as data science problem to building and deploying the models into production
- Along with product managers and business users, own the business outcomes or metrics that the data science solution drives
- Become the thought partner for the product team to add new features or operations flows that can boost the data science model performance in general (e.g. design the feedback-loop or human-in-the-loop process to continuously improve the model performance over time)
- Support peripheral data tasks such as experimentation and table management for your stream as needed
Requirements
- BSc or MSc level in a relevant field (such as Computer Science, Machine Learning, Applied Statistics, Mathematics)
- 2+ years of relevant work experience
- Strong coding skills in Python, experience with pandas, scikit-learn, matplotlib a huge plus
- Experience in statistical modelling and machine learning techniques
- Practical experience with machine learning methods, such as Linear Regression, Decision Trees, Random Forest, Deep Learning, etc.
- Experience in applying data science methods to business problems
- Experience in applying advanced analytical and statistical methods in the commercial world
- Good presentation and communication skills, with the ability to explain complex analytical concepts to people from other fields
- Deep understanding of good software engineering principles
- Knowledge of technologies, such as Spark, Hadoop/MapReduce is desirable but not essential
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Thinkmatch is a data science company that was born from our dreams to help every company and organization in Indonesia with innovation and optimization through Analytics . Our data science team are among the best in the business in Indonesia. Our team work together from multidisciplinary background to develop sophisticated solutions that simplify your interaction with the complexities of your business. Thinkmatch has always been committed to innovation. We rise to a complex challenge and ensure every single project concludes successfully. We develop analytics and optimization solution that are state of the art. Our team has vast experience in Operation Research, which we combined with extensive knowledge of industry specific business processes across almost every industry imaginable
