[Tech] Machine Learning Engineer - AI Researcher
Category
Core Tech (AI/DATA/Cloud/Security)
Due date
2025.05.28
Job group
Data/AI
Experience Level
Experienced 5-15 years
Job Types
Full-time
Locations
Seoul / Gyeonggi서울특별시 강남구 대치동

[Job Description]

  • Research ​and ​develop ​AI training ​models (deep learning)
  • Research and ​develop ​application models ​based on new ​AI technologies ​(learning, ​recognition, cognition, ​detection, ​generation, ​prediction, recommendation, etc.)
  • Research, ​develop, ​and verify deep ​learning ​technologies ​for AI-based services ​inside and ​outside ​vehicles, UAM ​(Urban Air ​Mobility), ​and robotics
  • Engage in ​AI technology ​responses, design and develop AI-based analysis tools and systems, and develop/apply practical service models


[Minimum Qualifications]

  • Theoretical and technical understanding of machine learning (deep learning) and artificial intelligence
  • Understanding of mathematical modeling based on probability and statistics, linear algebra, and calculus
  • Development capabilities to implement core technologies for multi-data (video, sensor, text) fusion for situational understanding, prediction, and judgment based on AI
  • Design and development capabilities for video-language and video-sensor fusion deep learning models (e.g., CNNs, RNNs, Transformers)
  • Ability to design experiments and conduct tests for evaluating and validating new AI technologies
  • Possess soft skills for effective collaboration


[Preferred Qualifications]

  • Knowledge and experience in AI-related development, with embedded experience being an advantage
  • Experience in multimodal fusion, reinforcement learning, generative AI, LLM, and human-robot interaction is preferred
  • Ability to understand and reimplement the latest research papers related to machine learning (deep learning), mobility (vehicles, aircraft, robots), and artificial intelligence
  • Experience writing papers for major conferences and journals in AI, machine learning, computer vision, natural language processing, and robotics
  • Previous achievements in domestic and international challenges related to machine learning (deep learning), mobility (vehicles, aircraft, robots), and artificial intelligence are preferred


[Recruitment Process]

  • Application Submission → Application Review → Job Competency Test (Coding or Task Test) & HMAT → First Interview → Second Interview → Salary Negotiation & Medical Check-Up → Final Decision & Job Offer


[Reminder]

  • This is an ongoing recruitment process and job postings will close once the positions are filled. The recruitment process and schedule are subject to change.
  • Applications of socially prioritized groups (veterans eligible for employment support, individuals with disabilities) will be given preference in accordance with relevant laws and internal company regulations.
  • Depending on the job position and responsibilities, an English proficiency interview, reference check, or other procedures may be conducted.
  • If Hyundai AutoEver determines that another position is more suitable based on the applicant's experience and competencies, the applied position may change.
  • Assigned departments and work locations may be subject to change based on company circumstances.
  • Applicants may face disqualification from the recruitment process or cancellation of an offer in the following cases.

- If the application contains false information or supporting documents cannot be verified.

- If the applicant has restrictions on international travel

(for male applicants, military service must be completed or exempted

by the company's designated start date)

- If the applicant is unable to join the company on the designated start date after final acceptance.

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[Tech] Machine Learning Engineer - AI Researcher

[Job Description]

  • Research ​and ​develop ​AI training ​models (deep learning)
  • Research and ​develop ​application models ​based on new ​AI technologies ​(learning, ​recognition, cognition, ​detection, ​generation, ​prediction, recommendation, etc.)
  • Research, ​develop, ​and verify deep ​learning ​technologies ​for AI-based services ​inside and ​outside ​vehicles, UAM ​(Urban Air ​Mobility), ​and robotics
  • Engage in ​AI technology ​responses, design and develop AI-based analysis tools and systems, and develop/apply practical service models


[Minimum Qualifications]

  • Theoretical and technical understanding of machine learning (deep learning) and artificial intelligence
  • Understanding of mathematical modeling based on probability and statistics, linear algebra, and calculus
  • Development capabilities to implement core technologies for multi-data (video, sensor, text) fusion for situational understanding, prediction, and judgment based on AI
  • Design and development capabilities for video-language and video-sensor fusion deep learning models (e.g., CNNs, RNNs, Transformers)
  • Ability to design experiments and conduct tests for evaluating and validating new AI technologies
  • Possess soft skills for effective collaboration


[Preferred Qualifications]

  • Knowledge and experience in AI-related development, with embedded experience being an advantage
  • Experience in multimodal fusion, reinforcement learning, generative AI, LLM, and human-robot interaction is preferred
  • Ability to understand and reimplement the latest research papers related to machine learning (deep learning), mobility (vehicles, aircraft, robots), and artificial intelligence
  • Experience writing papers for major conferences and journals in AI, machine learning, computer vision, natural language processing, and robotics
  • Previous achievements in domestic and international challenges related to machine learning (deep learning), mobility (vehicles, aircraft, robots), and artificial intelligence are preferred


[Recruitment Process]

  • Application Submission → Application Review → Job Competency Test (Coding or Task Test) & HMAT → First Interview → Second Interview → Salary Negotiation & Medical Check-Up → Final Decision & Job Offer


[Reminder]

  • This is an ongoing recruitment process and job postings will close once the positions are filled. The recruitment process and schedule are subject to change.
  • Applications of socially prioritized groups (veterans eligible for employment support, individuals with disabilities) will be given preference in accordance with relevant laws and internal company regulations.
  • Depending on the job position and responsibilities, an English proficiency interview, reference check, or other procedures may be conducted.
  • If Hyundai AutoEver determines that another position is more suitable based on the applicant's experience and competencies, the applied position may change.
  • Assigned departments and work locations may be subject to change based on company circumstances.
  • Applicants may face disqualification from the recruitment process or cancellation of an offer in the following cases.

- If the application contains false information or supporting documents cannot be verified.

- If the applicant has restrictions on international travel

(for male applicants, military service must be completed or exempted

by the company's designated start date)

- If the applicant is unable to join the company on the designated start date after final acceptance.