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Senior Data Scientist (Analytics) - Search and Personalisation

Grab

Grab

Data Science
Singapore
Posted on Thursday, May 16, 2024

Company Description

About Grab and our workplace

Grab is Southeast Asia's leading superapp. We are dedicated to improving the lives of millions of users across the region by providing them everyday services such as deliveries, mobility, financial services, enterprise services and others. More than that, we provide the opportunity for them to have a better life. And that aspiration starts inside Grab because we believe in a seamless blend of work and home life, making every aspect of life better for all.

Guided by The Grab Way, which spells out our mission, how we believe we can achieve it, and our operating principles—the 4Hs: Heart, Hunger, Honour and Humility—we work to create economic empowerment for the people of Southeast Asia. With our unwavering commitment to our values, we believe that we're more than a service provider; we're agents of positive change.

Job Description

Get to know the team

We focus on humanizing big data, bridging the technical and operational sides of the business, and using data to align product development with strategic goals. If you like a good challenge and love to find new ways of interpreting data then you're a perfect fit.

The Product Analytics team advances product innovation with analytics and experimentation best practices. We help ship a large number of features every week and that means instrumentation to track relevant events, running thousands of experiments evaluating changes weekly.

Get to know the role

We are looking for a Senior Data Scientist (Analytics) - Search and Personalisation with great analytical and communication skills to help product teams be more data-driven and objective and guide the design of controlled experiments. You will learn how to thrive in ambiguity, and should have proven experience in analytics and in managing multiple stakeholders, and should have a passion for solving complex problems.

You will work with engineers, designers, and product managers across the company with recommendations on how to learn from unexpected results, study underlying causes for them, and iterate on the next set of products to build for our users.

This role is required because of the rapid pace at which Grab is building a robust content ranking and search ecosystem and we believe the only way to do this effectively is by making fast data-driven decisions. While being able to influence key product decisions with your analytical rigor, you will also get an opportunity to learn what it takes and experience first-hand building great products.

The Day-to-Day Activities

  • Understand business objectives and deepdive into existing data to recommend new product ideas to solve for the most impactful customer problems
  • Use data to identify trends, spot anomalies and delve deeper into their root causes
  • Use statistical techniques to interpret data and analyze results
  • Discuss and align with stakeholders on key product metrics, design and propose experimentation strategies
  • Collaborate and coordinate with cross-functional teams to implement models and insights, and monitor outcomes
  • Launch A/B tests, analyze experiment results and provide recommendations
  • Design and own frontend and backend data specs for new products, while collaborating with engineering teams to ensure accurate and timely data collection
  • Develop and maintain data pipelines to fulfill product reporting requirements
  • Develop custom data models and algorithms to apply to data sets, develop processes and tools to monitor and analyze model performance and data accuracy
  • Identify frequently occurring hypotheses and problem statements that can be generalised into common patterns. Develop scalable analytical frameworks and solutions to allow for solving repetitive problems in a more efficient manner
  • Role-model high standards of rigour in how we do measurements, experimentation, analyses and recommendations. Safeguard the integrity of how data is used and understood to ensure we maintain objectivity in our reasoning, actions and decision making
  • Evaluate the feasibility of developing new products, participate in user researches to validate customer problems
  • Use predictive modeling to increase and optimize customer experiences, revenue generation, and other business outcomes

Qualifications

The Must-Haves

  • At least 4+ years of experience working in data-related and/or quantitative fields, including but not limited to Analytics and Applied Data Science, and/or Statistics/Math
  • Fluent with SQL, Python, R or other scripting/programming languages to problem-solve. Experienced with working with very large datasets
  • Strong data visualization and storytelling skills. Experience in creating dashboards using Tableau or other visualization tools. Knowledge of Azure toolstack (Databricks, PowerBI, Azure Data Explorer) will be a plus
  • Effective communication and collaboration skills and the ability to present complex subjects coherently to diverse audiences comprising generalists and specialists
  • Self-motivator and an ability to learn independently
  • Ability to deliver on tight timelines and move quickly with cross-functional teams to partner or lead decision-making while maintaining high attention to detail
  • A culture role model of our 4Hs: Honour, Humility, Hunger and Heart

The Nice-to-Haves

  • Relevant industry experience (preferably in an Internet or 'Direct to Consumer' company with high velocity data and scaled controlled experiments) and/or prior experience with Product Management or business-facing operations will be a plus
  • Experience with designing and concluding controlled A/B experiments
  • Prior experience with supervised (eg : predictive modeling - regressions/classifications) and unsupervised (eg : clustering, segmentation) ML algorithms

Additional Information

Benefits at Grab:

We care deeply about your well-being and are committed to supporting you every step of the way. Here are some of the global benefits we offer:

  • Protect and provide for your loved ones with peace of mind, knowing we have your back with Term Life Insurance and comprehensive Medical Insurance.
  • Craft a benefits package that suits your unique needs and aspirations with GrabFlex, because we believe in empowering you to thrive.
  • Embrace the magic of new life and create lasting memories with your family through Maternity and Paternity Leave.
  • Life can be overwhelming, but you're never alone. Our confidential Grabber Assistance Programme is here to guide and uplift you and your loved ones through life's challenges.
  • Your well-being is our priority. Benefit from our holistic well-being initiatives through Wellbeing@Grab, including health programmes, informative webinars, and vibrant carnivals.
  • Achieve a harmonious work-life balance with our FlexWork arrangements, allowing you to adapt and thrive in your personal and professional life.

We’ve got many different benefits hyper localised in each country. Speak to your recruiter during your interview to find out more.

What we stand for at Grab:

We are committed to building an inclusive and equitable workplace that enables diverse Grabbers to grow and perform at their best. As an equal opportunity employer, we consider all candidates fairly and equally regardless of nationality, ethnicity, religion, age, gender identity, sexual orientation, family commitments, physical and mental impairments or disabilities, and other attributes that make them unique. If you require accommodations to fully participate in the recruitment process, you are encouraged to include your request(s) when applying.

We deliver the greatest impact and ideas when we bring together diverse perspectives. It is what enables us to spread opportunities to Grabbers and our partners. It’s not a box-ticking exercise; it’s who we are.