companyTossbank logo

[뱅크] Machine Learning Engineer (Service)

On-site Full-time

Clicking Apply Now takes you to AutoApply where you can tailor your resume and apply.


Unlock Your Potential

Generate Job-Optimized Resume

One Click And Our AI Optimizes Your Resume to Match The Job Description.

Is Your Resume Optimized For This Role?

Find Out If You're Highlighting The Right Skills And Fix What's Missing

Experience Level

Experience

Qualifications

The ideal candidate will have:Proven experience in ML service development and operation under high SLA conditions. Strong skills in designing scalable and stable service architectures. Ability to write maintainable, high-quality code. Experience or interest in task optimization through agents. Familiarity with relevant technologies including FastAPI, LLM, Kafka, Spark, Flink, and Airflow. A background in AI solutions that deliver significant business outcomes.

About the job

# Join Our Team

  • The Machine Learning Engineer (Service) is part of the ML Tribe within Tossbank's Data Division.
  • Our team is dedicated to leveraging AI (LLM, ML) technologies to tackle challenges previously unresolved in the financial sector, optimizing operations with the aim of maximizing profitability.

Your Responsibilities

  • Develop and operate agents to optimize financial tasks.
  • Design and develop systems for delivering robust and scalable financial ML models.

We Are Looking For Someone Who

  • Has experience and skills in developing and operating ML services with high SLA requirements in high-traffic environments.
  • Can design service architectures that consider both stability and scalability, alongside writing maintainable, high-quality code.
  • Has experience or interest in optimizing tasks with agents.
  • Is familiar with technologies such as FastAPI, LLM, Agents, Kafka, Spark, Flink, and Airflow.
  • Has a track record of utilizing AI technologies to solve large and complex problems or has created services/products that have made a significant business impact.

Resume Tips

  • Structure your resume around practical development experiences with specific examples.
  • Detail your technical considerations and implementations aimed at solving problems.
  • Discuss your experiences in analyzing trade-offs between architectural complexity and development resource allocation to determine cost efficiency.
  • If you have worked on projects that resulted in business impacts, please elaborate on those experiences.
  • Share your experiences in applying developed products to production and refining them based on performance metrics.

Journey to Joining Tossbank

  • Application Submission > Live Coding Test > Technical Interview > Cultural Fit Interview > Reference Check > Offer Negotiation > Final Acceptance and Onboarding

Important Notes

  • Job offers may be rescinded if any false information is found in your resume or if disciplinary actions are noted in your employment history.
  • According to Tossbank's Employment Regulations Article 8 (Hiring Disqualifications), candidates found to have disqualifying reasons may have job offers revoked.
  • Applicants with disabilities or those eligible for national veterans' benefits are given preferential treatment in accordance with relevant laws.

About Tossbank

Tossbank is a leading financial service provider that leverages cutting-edge technologies to redefine banking experiences. Our mission is to solve complex financial problems and optimize processes, enabling us to deliver exceptional value to our customers.

Similar jobs

Tailoring 0 resumes

We'll move completed jobs to Ready to Apply automatically.