Data Scientist II at Caterpillar Inc. analyzing data to support service growth and downtime prevention initiatives using advanced statistical techniques.
About the role
- Data Scientist delivering high-impact solutions by collaborating in fast-paced environments. Responsible for modeling, evaluating outcomes, and providing technical delivery aligned with business objectives.
Responsibilities
- Contribute to data science projects from requirements gathering to delivery for internal and external stakeholders.
- Propose solutions to business problems and ensure technical delivery aligns with business objectives.
- Ensure data reliability and conduct data analytics and predictive modeling leveraging statistical and machine learning techniques, with continuous model validation, anomaly detection, and performance optimization to enhance the outcomes.
- Coordinate with team members on project tasks and timelines.
- Design and implement solutions including model development, deployment.
- Support and collaborate with other Data Scientists and cross-function team members through knowledge sharing and code reviews.
Requirements
- Bachelor's degree in Mathematics, Statistics, Data Science, Computer Science, AI, Engineering, or related field (Master's degree is a plus).
- 3-4+ years of experience applying machine learning, data analytic, optimization, or statistics.
- Skilled in data quality assessment, anomaly detection, to ensure reliable data-driven insights.
- Proven hands-on experience in building, evaluating, and applying models for predictive modeling, time-series analysis, and data quality (e.g., anomaly detection).
- Proficiency in Python and SQL with relevant data science libraries.
- Capable of maintaining comprehensive project documentation, version control.
- Strong problem-solving and communication skills to work with cross-functional teams and translate feedback into improvements.
- Fluent in English (e.g. IELTS or TOEIC is preferred).
Benefits
- 100% salary during probation
- 05 working days/week (From Monday to Friday), applying flexible working hours
- 2 days of remotely WFH per week (based on team's decision)
- Lunch + Gasoline + Coffee Allowance
- Health, Social and Unemployment Insurance (based on gross-based salary, according to Labor Code) and PVI Health Insurance
- 13th-month salary and Performance bonus
- Annual salary review
- 12 days annual leave plus extra 02 days company leave
- Company trips, sponsored team building, monthly Happy Hour, Sport Clubs (Soccer, Badminton, Pingpong, Yoga) and other joyful events;
- A culture of relentless learning with free courses in specialized skills, soft skills, and English;
- Yearly health-checkup;
- Seniority benefits: allowance & PVI Health Insurances for family members
- Technical-certificate bonus
- Japanese-certificate bonus
- Employee Referral Incentive
- Candidates who can relocate to Ho Chi Minh City for work will receive company support for housing costs, airfare, and transportation.
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