Deskripsi Pekerjaan
At Private Advertiser, we are transforming the transportation landscape through data-driven innovation. We are seeking a dynamic and experienced Lead Data Scientist (Dispatch) to join our team in Singapore. You will report directly to the Senior Data Science Manager and play a pivotal role in building the next generation of dispatch optimization systems that power millions of rides every day.
As the Lead Data Scientist, you will lead a talented team of data scientists and machine learning engineers, guiding them to develop and deploy state-of-the-art models that improve efficiency, reduce wait times, and enhance customer satisfaction. Working onsite at our Grab One North office, you'll collaborate closely with product, engineering, and business teams to identify opportunities where data science can drive significant impact. Your expertise in machine learning, optimization, and big data technologies will be crucial in tackling complex problems such as real-time resource allocation, demand forecasting, and route optimization.
We are looking for a hands-on leader who thrives in a fast-paced environment and is passionate about using data to solve real-world problems. You will have the opportunity to shape the data science strategy, mentor future leaders, and drive a culture of experimentation and continuous improvement. If you are ready to take on a challenging and rewarding role that directly impacts millions of users, we want to hear from you.
We offer a competitive salary, comprehensive benefits, and a vibrant work culture that encourages innovation and collaboration. As a Lead Data Scientist, you will have access to cutting-edge technology and a team of brilliant minds dedicated to making a difference. Apply today to be part of our journey in redefining mobility.
Tanggung Jawab
- Lead and mentor a team of data scientists, fostering a culture of innovation and excellence.
- Design, develop, and deploy advanced machine learning models for real-time dispatch optimization.
- Collaborate with product managers, engineers, and operations to define data science roadmaps.
- Analyze large datasets to uncover trends, patterns, and insights to drive business decisions.
- Implement best practices for data science workflows, including version control, testing, and monitoring.
- Communicate complex technical findings to non-technical stakeholders in a clear and impactful manner.
- Stay abreast of the latest research and technologies in machine learning and AI to drive continuous improvement.
Kualifikasi
- Master's or PhD in Computer Science, Statistics, Mathematics, or a related quantitative field.
- 5+ years of experience in data science or machine learning, with at least 2 years in a leadership role.
- Proficiency in Python and SQL; experience with big data tools such as Spark or Hadoop.
- Strong understanding of machine learning algorithms, including ensemble methods, neural networks, and reinforcement learning.
- Experience with cloud platforms like AWS, GCP, or Azure.
- Excellent problem-solving and analytical skills with a track record of delivering business impact.
- Strong communication and interpersonal skills, with the ability to influence cross-functional teams.
- Experience in the ride-hailing or logistics industry is a plus.