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Mô tả công việc
Mô tả công việc
Tóm tắt công việc
For one of our clients, TOG recruitment is looking for a Machine Learning Engineer, to work in Ho Chi Minh city. As such, you always will be working with the latest proven technologies in a state of the art office with an open environment. You will work closely together with partners outside Vietnam and will join one of the SCRUM development cycles. Daily stand up video conferences can or will be part of the job. Therefore English training courses are provided to improve English communication skills.
Our client is looking for a Machine Learning Engineer (ML Engineer) to help them develop their Machine Learning platform. It's a product that will have the ability to handle millions of stream data from IoT devices and served by millions of Machine Learning models.
The ML Engineer should be able to work independently and in a team environment and be passionate about creating highly scalable, efficient Machine Learning system. This system can help bring more value for our customers.
Responsibilities:
- Develop machine learning modules according to requirements.
- Transforming data science prototypes and applying appropriate ML algorithms and tools
- Optimize to reduce latency and cost when serving millions of Machine Learning models.
- Optimize time and cost for thousands of concurrent training.
- Participate in design and develop our Feature Platform: A service to process
online/offline data real-time or near-realtime.
- Implements transform data functions and resolve training-serving skew problems.
- Research and develop AutoML algorithms and system
Domain: (DX) Digital Transformation
Project Type / Duration: Long-term
Teamsize: 20
Tóm tắt công việc
For one of our clients, TOG recruitment is looking for a Machine Learning Engineer, to work in Ho Chi Minh city. As such, you always will be working with the latest proven technologies in a state of the art office with an open environment. You will work closely together with partners outside Vietnam and will join one of the SCRUM development cycles. Daily stand up video conferences can or will be part of the job. Therefore English training courses are provided to improve English communication skills.
Our client is looking for a Machine Learning Engineer (ML Engineer) to help them develop their Machine Learning platform. It's a product that will have the ability to handle millions of stream data from IoT devices and served by millions of Machine Learning models.
The ML Engineer should be able to work independently and in a team environment and be passionate about creating highly scalable, efficient Machine Learning system. This system can help bring more value for our customers.
Responsibilities:
- Develop machine learning modules according to requirements.
- Transforming data science prototypes and applying appropriate ML algorithms and tools
- Optimize to reduce latency and cost when serving millions of Machine Learning models.
- Optimize time and cost for thousands of concurrent training.
- Participate in design and develop our Feature Platform: A service to process
online/offline data real-time or near-realtime.
- Implements transform data functions and resolve training-serving skew problems.
- Research and develop AutoML algorithms and system
Domain: (DX) Digital Transformation
Project Type / Duration: Long-term
Teamsize: 20
Yêu cầu
Yêu cầu công việc
Must have:
- Proven experience as a Machine Learing Engineer at least 3 years.
- Proficiency with a deeplearning framework such as Tensorflow or Keras or Pytorch
- Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas.
- Familiar with one or more data-oriented workflow orchestration framework: Kubeflow, Airflow, ...
- Knowledge about deploy Machine Learning models in production with one or more tools: BentoML, Kserve, Modelmesh-serving,...
- Skilled in using bigdata framework such as Hadoop, Spark, Dask, Hive,...
- Understanding of data structures, data modeling and software architecture.
- Experience with streaming technologies such as: Kafka, Flink,...
Nice to have:
- Experience with IoT system or timeseries data
- Experience with SQL or NoSQL
Must have:
- Proven experience as a Machine Learing Engineer at least 3 years.
- Proficiency with a deeplearning framework such as Tensorflow or Keras or Pytorch
- Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas.
- Familiar with one or more data-oriented workflow orchestration framework: Kubeflow, Airflow, ...
- Knowledge about deploy Machine Learning models in production with one or more tools: BentoML, Kserve, Modelmesh-serving,...
- Skilled in using bigdata framework such as Hadoop, Spark, Dask, Hive,...
- Understanding of data structures, data modeling and software architecture.
- Experience with streaming technologies such as: Kafka, Flink,...
Nice to have:
- Experience with IoT system or timeseries data
- Experience with SQL or NoSQL
Thông tin khác
Yêu cầu kỹ thuật:
Machine Learning
,
Python
,
Tensorflow
,
Algorithm
,
NoSQL
,
MS SQL
,
Hadoop
,
Apache Spark
,
Big Data
,
Apache Kafka
,
Keras
,
PyTorch
,
Apache Airflow
,
Apache Flink
,
Kubeflow
Machine Learning
,
Python
,
Tensorflow
,
Algorithm
,
NoSQL
,
MS SQL
,
Hadoop
,
Apache Spark
,
Big Data
,
Apache Kafka
,
Keras
,
PyTorch
,
Apache Airflow
,
Apache Flink
,
Kubeflow
Thông tin chung
- Ngày hết hạn: 15/03/2023
- Thu nhập: Lên đến 45000000VND
Giới thiệu công ty
Công ty chưa cập nhật thông tin....
Quy mô công ty
Từ 10 - 25 nhân viên
Việc làm tương tự
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