Ml Engineer
7 hours ago
**ML Engineer (Python, AWS, Linux)**:
Linh AI
- Ứng Tuyển
Python Linux AWS
- Đăng nhập để xem mức lương
- ., Dong Da, Ha Noi- Xem bản đồ- Tại văn phòng- 12 giờ trước
**Mô Tả Công Việc**:
We are looking for a passionate ML engineer to work closely with our lean and highly capable engineering team alongside software engineers to develop tools and AI solutions for clients.
**The problems you will solve**:
Build and deploy ML models:
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
- Consulting with managers to determine and refine machine learning objectives
- Managing available resources such as hardware, data, and personnel so that deadlines are met
- Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Verifying data quality, and/or ensuring it via data cleaning
- Supervising the data acquisition process if more data is needed
- Finding available datasets online that could be used for training
- Defining validation strategies
- Defining the preprocessing or feature engineering to be done on a given dataset
- Defining data augmentation pipelines
- Training models and tuning their hyperparameters
- Analyzing the errors of the model and designing strategies to overcome them
- Deploying models to production
**Yêu Cầu Công Việc**:
- Skills:
- Proficiency with frameworks such as Pytorch, Keras or equivalent
- Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
- Expertise in visualizing and manipulating big datasets
- Proficiency with OpenCV
- Familiarity with Linux
- Ability to select hardware to run an ML model with the required latency
- Knowledge/experience in scalable cloud infrastructure (AWS / GCP)
- Experience in coding projects in any form (internships or experience in collaborating on multi-person coding projects in university / freelance / personal projects)
- Interested in developing the future of data, and artificial intelligence
- And yes, English fluency too
**Tại Sao Bạn Sẽ Yêu Thích Làm Việc Tại Đây**:
- Flexible time-off arrangements
- LAAT - Learning as a task
- Flexible work arrangements - desk space at our office in Hanoi or fully remote
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