Data Scientist (ENG Fluent)
Hà Nội
Hạn nộp hồ sơ:
08/11/2026
Về công việc
Trách nhiệm chính
- Design, implement, and optimize algorithms for data processing, analysis, and decision‑making systems on multi‑channel sensor data.
- Process raw sensor signals: filtering, denoising, windowing, FFT/spectrogram analysis, and feature extraction from raw signals.
- Combine multiple sensor channels recorded in the same time window into a single model.
- Translate theoretical concepts into production‑quality Python code.
- Identify, assess, and account for confounding factors in data analysis and model validation.
- Own the ML pipeline end to end, from raw data to validated model, including training on Google Cloud.
- Analyze algorithm performance, complexity, and numerical stability.
- Document algorithm design, assumptions, and limitations, and communicate results directly with the client’s scientists.
Yêu cầu
- At least 4 years of experience.
- Bachelor’s degree (BSc) in Mathematics, Computer Science, Electrical/Biomedical Engineering, Physics, or a related field.
- Strong mathematical background and the ability to independently take a problem from concept to implementation.
- Solid programming skills in Python.
- Recent hands‑on experience with multi‑channel time‑series (e.g., 20+ sensor channels in the same time window) combined into a single model, with at least 2 projects in the last 24 months.
- Practical signal processing on raw sensor data: filtering, denoising, windowing, FFT, spectrograms, feature extraction, and unsupervised feature selection.
- Solid understanding of confounding factors and proven use in real projects, including the ability to identify, assess, and account for them in data analysis and ML models.
- Experience with both CNN and non‑CNN architectures, including LSTM, for sequential data.
- End‑to‑end ownership of an ML pipeline, from raw data to validated model, including training in cloud environments (Google Cloud preferred).
- Industry experience with large, noisy, real‑world data (academic‑only experience is not sufficient).
Yêu cầu ưu tiên
- Experience working in a small R&D team (under ~15 people) or startup, collaborating directly with scientists.
- Master’s degree (or currently pursuing) in a relevant field.
- Experience with biosignals or sensor‑array data.
- Familiarity with algorithm optimization for performance and scalability.
- Understanding of edge‑device deployment (deployment itself is owned by MLOps).
Mức lương
- Salary: 0 VNĐ
Phúc lợi
- 13th month salary + Project bonus + 02 probationary months with full salary.
- Extra health check package per year.
- 16 leave days/year (with 12 annual leave days and 4 paid leave days for learning activities).
- Free snacks, video gaming & movie nights, team social and sport activities.
Thông tin khác
- Application deadline: 09/10 — 08/11/2026.
- Location: CÔNG TY CỔ PHẦN EASTGATE SOFTWARE - HQ.
- ENG Fluent required.
- Eastgate Software is a Global Fortune 500 Preferred Vendor.