Lead MLOps Engineer
Singapore
GoTo Group
Kami adalah perusahaan teknologi nomor 1 di Indonesia. GoTo berdedikasi untuk menciptakan dampak sosial berskala besar di manapun kami beroperasi.As a Lead MLOps Engineer, you must have a comprehensive MLOps skill set, experience as a data architect. Your job scope includes building machine learning pipeline and services, machine learning engineering support. You should be able to enhance the team’s tech stack, improving the reliability and efficiency of the MLOps services.
What You Will Do
- Manage data science infrastructure to streamline model development and deployment
- Define and build scalable data pipelines that enables data scientists to build better models
- Implement cutting edge big data frameworks to support batch and real-time jobs
- Identify possible bottlenecks in the system and perform optimization
- Build dashboards, models and deliver insights to support business analytics
- Monitor and provide support to our infrastructure and production models
- Mentoring team members through code review and knowledge sharing
What You Will Need
- At least 7 years of hands-on experience at large scales in data science / software engineering
- Ability to write clean and structured SQL, Python and Shell programs
- Good experience with infrastructure, including Cloud Computing, Linux OS, Networks, Kubenetes, Docker, Infrastructure as Code, RDBMS and NoSQL Databases
- Good understanding of machine learning techniques and algorithms
- Good experience in serving real-time, production-level machine learning models
- Management experience is preferred
- Excellent communication skills
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Business Analytics Data pipelines Docker Engineering Finance Linux Machine Learning ML models MLOps NoSQL Pipelines Python RDBMS SQL
Perks/benefits: Career development
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