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