Mô tả công việc
1. Top 3 reasons to join us
· Working in US Based Energy Storage Technology.
· US working standards and styles.
· Working w top global Research & Development Team
2. Responsibilities:
. Preprocess battery data: normalization, cleaning, handling missing data, and feature extraction.
· Support training and research of Machine Learning / Deep Learning models for:
o State of Charge (SoC) prediction
o State of Health (SoH) estimation
o Battery lifetime / Remaining Useful Life (RUL) forecasting
· Experiment, evaluate, and benchmark various algorithms: Linear Regression, Random Forest, XGBoost, LSTM, CNN-LSTM, Transformer.
· Write Python scripts for data visualization, result analysis, and model performance reporting.
· Assist in developing data pipelines, generating statistical reports, and managing large-scale battery datasets.
· Collaborate with Senior AI Engineers and software development teams to integrate models into the Battery Management System (BMS).
· Participate in research on model optimization, hyperparameter tuning, and improving predictive performance.
· Monitor and analyze prediction errors, and propose model improvements based on real-world battery system data.
Yêu cầu
3. Requirements
Must-have:
· Fresh graduate or 2-3 years of experience in AI/ML/Data Science.
· Proficient in Python, experienced with NumPy, Pandas, Matplotlib/Seaborn.
· Hands-on project experience with Scikit-learn (Regression, Classification, Clustering).
· Basic understanding of Deep Learning (PyTorch or TensorFlow).
· Ability to read and understand English technical papers.
· Strong logical thinking, eager to learn, and open to new research domains.
Nice-to-have:
· Project experience with time-series data (forecasting, sensor data).
· Knowledge of LSTM, GRU, CNN-1D.
· Experience with energy/battery/IoT sensor datasets.
· Familiarity with LLMs (Large Language Models) for supporting tasks like data analysis, literature review, and report writing.
Quyền lợi
4. Why you'll love working here
· Work on large-scale battery datasets - one of the hottest fields (EV, energy storage).
· Clear career growth path to Mid-level AI Engineer within 2-3 years.
· Opportunities to join workshops and seminars on Battery AI and Machine Learning.
· As a privately-owned company, Arbin promotes a family/team-oriented culture with regular company-wide events and a friendly atmosphere
· Arbin offers a great balance of work and leisure whether you enjoy the great outdoors and indoors
· Full salary probation (02 months)
· Good career growth opportunities with interesting and challenging projects
· Competitive salary depending on skills and capabilities
· Engage in our abroad training programs which surely help strengthen both your personal and professionalism (if any requirement from Headquarter)
· Additional bonuses based on performance
· English-speaking environment, with opportunity to be part of innovation team and work in global projects
· Tea break time with light beverage and food for staffs
· Working time: Monday-Friday 8:00-17:30 (Flexible), lunch time: 1,5 hours
· 12-days annual leave same law
· 10 days WFH per year (up to supervisor's approval
Thông tin khác
Thời gian làm việc
Thứ 2 - Thứ 6 (từ 08:00 đến 17:30)
Thông tin chung
Nơi làm việc
- - Hồ Chí Minh: 205 đường GS1, Phường Dĩ An
- - Đà Nẵng: tòa báo nhân dân, Phường Hải Châu
- - Hà Nội: Toà CT7F, KĐT mới Dương Nội, phường Dương Nội, quận Hà Đông, Phường Hà Đông
Cách thức ứng tuyển
Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:
Hạn nộp: 25/04/2026
