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Data Scientist

Cartrack is looking for passionate data science and engineering candidates that can join a growing team that is responsible for the intelligence and efficiency solution provision to over a million subscribers, many of whom are large fleets. We are in the midst of creating revolutionary platforms that will change the way that people interact with their vehicles.

You will have the opportunity to work with the very brightest global subject matter experts that are transforming the automotive industry across Fleet Management, Asset Management and Insurance Telematics solutions.

Get to know the role:

• Conceptualise and develop machine learning models to model driver behaviour, actions and risks.

• Develop and implement optimization algorithms for insurance metrics, driver education, driver safety, route management.

• Develop differentiated capabilities in spatial and temporal data management (e.g. Location Intelligence, Mobile data analytics, spatial data cleaning, visualisation and interactive queries) to establish competitive edge.

• Test and put algorithms into a production ready state.

• Constructing solution concepts from insights using familiar or unfamiliar data sources or complete or partial data.

The day-to-day activities:

• Deep dive into big data to conduct advanced statistical analyses

• Design and build machine learning and optimisation algorithms efficiently

• Integrate, simulate and test impact of algorithms and features on the overall system

• Develop and execute necessary analyses, simulations or A/B tests to validate models and identify improvement opportunities

• Store, retrieve and visualise results in a manner that facilitates required analyses

• Effectively conceptualize analyses to business/product stakeholders

Requirements

Essential:

• Minimum 2 years of relevant experience in one or more of the following:

o Developing machine learning models for behaviour, preference or demand modelling

o Signal processing and time series analysis

o Developing optimization algorithms to solve large-scale network flow/ combinatorial/ stochastic problems

o Developing large-scale complex discrete-event/agent-based simulation models

• Ph.D., Master’s or an outstanding Bachelors in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, Operations Research, Industrial & Systems Engineering, or related technical disciplines.

• Strong fundamentals in at least one of the following: ML, optimization or simulation, Signal Processing with familiarity of the others.

• Proficient in statistical programming in languages such as Python and R; and strong working knowledge in RDBMS such as PostgresQL or NoSQL

• Strong programming skills in Java and Scala, experience in functional programming is preferred.

• Self-motivated and independent learner who is willing to share knowledge with the team.

• Efficient and detail-oriented time manager who thrives in a dynamic and fast-paced working environment

Desired

• Experience in working with mobility, delivery data and use cases

• Experience in parallel programming and multithreading

• Familiar with Linux/Unix and shell scripting, experience in cloud computing is a plus.

Or, know someone who would be a perfect fit? Let them know!

Singapore

2 Aljunied Ave 1
389977 Singapore Directions info@cartrack.sg +65 6255 4151 View page

Perks & Benefits

The growth of our business is driven by state-of-the-art technology that allows us to create data-driven solutions that are personalised according to the needs of our clients, providing them with insights, business competitiveness, operational excellence and a superior customer experience.
Our people remain our greatest asset ; we will therefore continue to bring together the best talent as we help them achieve their own career aspirations in a growing company that is truly global.

  • Excellent career growth locally and globally

  • Innovative and dynamic work culture

  • Innovative work culture

Workplace & Culture

With over 1,500 staff, Cartrack is creating revolutionary platforms that will transform the industry and help improve efficiency, safety, security and the environment. Our reputation as one of the most innovative and fastest growing telematics companies in the world has resulted in us acquiring 1 million subscribers, including businesses, consumers, and governments. 


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