**About the role**:Fasten your helmet and climb aboard if you're ready to be a (Senior) Data Scientist with us. In this role, you will be an integral player in the Demand and Incentives Data Team based in Singapore. Focusing heavily on bringing our incentive systems to the next level using the latest cutting edge data science techniques, you will employ various quantitative techniques such as Machine Learning, Optimization, Simulation,Reinforcement Learning, Bayesian Techniques, etc. at your disposal to drive asymmetric values for our business at Gojek. Also, you will be involved in ideation, research, and building prototypes. The folks in the Data Science Platform will be your companions on this ride as they'd help to bring your models to production with the Data Science tools they build. Your efforts will directly influence the top line and bottom line of the company**What You Will Do**:- Bring the latest of research in Reinforcement Learning and Causal Inference to life and adapt it to the needs of Gojek- Write highly reliable code to validate and stress test them, in collaboration with other Data Scientists- Communicate with business stakeholders, collaborate to formalize needs and match them with relevant papers or technologies- Experiment with algorithms on live data, measure your impact and share your learnings, while upbringing Gojek's excellence in applied research- Work very closely with Data Science Platform to deploy your algorithms and bring business impact- Monitor ML infrastructure and work with the respective data science team to drive up efficiency**What You Will Need**:- Master's degree in Computer Science, Information Systems, Mathematics or related discipline (At least 3 years of experience)- Ability to write simple, modular and tested code, even for research code- Strong background in statistics, probability and machine learning- Power-user of the Python scientific stack (numpy, scipy, pandas, sklearn, plotly,...)- Highly proficient in a deep learning framework (eg. Pytorch or Tensorflow) and comfortable with implementing architectures from arxiv- Proficient in SQL, source code control systems (git) and basic Unix- Excellent written and oral communication skills. You enjoy explaining how models work to a broader audience, in simple terms.**About the team**:Our Demand and Incentives team is a part of the Loyalty, Incentives, and Monetization (LPM) Data team which consists of 5 members (Data Scientists). The team is distributed across Indonesia, India and Singapore. Working alongside the teams looking after CRM, Growth and Consumer Care (just to name a few), we oversee all things data when it comes to increasing demand and issuing Incentives, including designing an efficient loyalty program and the best data driven communication channels for our users. For instance, should you have a question about which incentives to offer our customers to keep them engaged in the platform, we are your people! Currently, our team has been busy working on Machine Learning based voucher allocations, which will help Gojek to grow in efficient and scalable manners by recommending which incentives to offer our customers at the right time.We are a tight-knit group made up of crypto-enthusiasts, national badminton champion, and movie fanatics!. We work hard and play hard, and believe it or not, we actually enjoy each other's company!**About Us**Gojek is a Super App. It's one app for ordering food, commuting, digital payments, shopping, hyper-local delivery, and dozen other products. It is Indonesia's first and only decacorn. It's also the only Southeast Asian startup to be part of Fortune's list of 'Companies That Changed The World.'**Our Mission**: To create and scale positive socio-economic impact for our customers, driver-partners, business and MSMEs.As of 2021, Gojek processed more than $9 billion annualised gross transaction value across all markets where it operates - in Singapore, Thailand, Vietnam and Indonesia. We have the largest food delivery product in Asia, (outside of China), and the largest payments wallet in Southeast Asia.Our investors include Google, Facebook, PayPal, Sequoia Capital, Tencent Holdings among others.- Gojek is committed to building a diverse and inclusive workplace and is an equal opportunity employer. We do not discriminate on the basis of race, religion, national origin, gender, gender identity, sexual orientation, disability, age, education status, or any other legally protected status._
