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Mô Tả Công Việc
- ML platform development. We want to make the data science and machine learning workflows efficient and robust to operate, manage, and scale for our data scientists. As the result, we are investing in building a best-in-class ML platform to serve their needs. You are in charge of taking the status quo, researching the state of the art, helping define the roadmap and executing.
- Collaboration with data scientists. Our team works on a wide range of problems such as search and discovery, recommender systems, communication and promotion targeting, ad serving and ranking, credit scoring, fraud detection. You will work closely with our data scientists to understand their requirements and challenges, and provide them with tailored solutions to optimize their workflows
- Implementing MLOps practices. Hands-on work to build and maintain tools for feature engineering and exploration, maintain CI/CD pipelines and Kubernetes deployments, and develop a framework for testing and monitoring ML systems.
- Resource monitoring and optimization. Monitoring the performance of the ML platform and proactively identifying areas for optimization. This includes analyzing system performance, ensuring low latency, and optimizing cloud resource consumption for cost-effective operations.
- Leadership. Leading and mentoring team members, delivering feedback and guidance to help them grow.
Yêu Cầu Công Việc
- Educational background. You possess a Bachelor’s or Master’s degree in Computer Science or a related field with a strong focus on machine learning. Higher degree or additional training is a plus.
- 5+ years of hands-on industrial experience with Big Data and Machine Learning. You have solid understanding as well as hands-on experience of building complex ML systems and applying MLOps practices.
- Have experience in applying Machine Learning for user problems such as product and service search and recommendation, marketing and promotion personalization. Proficient with big data processing techniques for feature engineering and model training. Experience with building high-throughput and low-latency systems is a plus.
- Experience with cloud services like GCP, AWS is highly preferred.
- Have experience with tech-leading or management. You enjoy helping others grow with you.
- Strong product ownership. You take a high responsibility for what you build and keep a high bar for product quality.
- Strong communication skills. This position requires working closely with data scientists, MLEs from different domains, management and other tech teams.
Hình thức
Full-Time
Quyền Lợi
We are passion with new technologies, not follow the old-track of outsourcing. We love our product and ready to sacrifice everything for it! You often argue with your boss? Don’t worry, here in M_Service, you will get salary increase if you win your boss in argument. We love objection!!! You hate company trip in hotel, resort? We only conquer difficult and hottest road in team building. Do you want to join?
What you will get:
- Competitive compensation package.
- Performance-based bonus.
- Insurance package.
- Chance to work with smart people with international experience.
Our benefits:
- Attractive compensation & benefits.
- 13th month salary bonus and yearly performance bonus.
- 14 paid days off per year
- Premium health care insurance
- Great allowances (lunch, parking, birthday, happy hours....)
- Salary review at least one time per year based on employee's performance and contribution.
- Outing/team-building activities (company trip , soccer sport, english club, running club,..).
- Other benefits as per stated in Vietnamese Labor Law
- Work with experienced & strong team.
- Friendly, dynamic & flexible working environments.
Mức lương
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