Machine Learning Engineer

5 days ago

Singapore BANDLAB SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

We are looking for a highly skilled and experienced Machine Learning Engineer to join our team and drive innovation in music and audio technology.

The ideal candidate will have a strong background in machine learning, audio signal processing, and music theory. You will conduct research on novel machine learning techniques for music and audio applications, develop and deploy these models into real-world products and services, and collaborate closely with engineers and scientists to solve complex challenges.

Your work will directly impact how users experience and interact with music technology.

Key Responsibilities
  • Develop and apply state-of-the-art machine learning and deep learning models to tackle challenges in music generation, source separation, audio enhancement, and music information retrieval
  • Conduct research on innovative machine learning techniques tailored for music and audio applications
  • Deploy machine learning solutions in production environments powering real-world products and services
  • Collaborate closely with multidisciplinary teams of engineers, researchers, and product managers to solve complex problems in music and audio technology
Skills, Knowledge and Expertise
  • Master's or PhD degree in Computer Science, Machine Learning, or a related field (equivalent work experience will also be considered)
  • Strong proficiency in Python programming, with hands-on experience using ML frameworks such as PyTorch and TensorFlow, and audio processing libraries like Librosa
  • Solid understanding of state-of-the-art ML models and techniques
  • Good understanding of basic music theories such as chords, scales, and intervals
  • Familiarity with MIDI and Audio formats, including MIDI message structures and audio file formats
  • Strong knowledge in digital signal processing
  • Excellent problem-solving and analytical skills, with attention to detail
  • Ability to work both independently and collaboratively in a fast-paced environment
  • Effective communication skills and the ability to translate technical concepts to non-technical stakeholders

Preferred qualifications

  • Background or strong interest in music, with knowledge of music theory and composition
  • Experience in one or more areas of music AI, such as:

- Music Generation

- Source Separation

- Audio Enhancement

- Music Transcription (chords, notes)

- Singing Voice Synthesis

- Music Information Retrieval

  • A strong record of first-author publications in leading AI conferences or journals (e.g., NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL, ICASSP)
  • Proficiency in C/C++ and shell programming languages, with a deep understanding of data structures and algorithm design
  • Experience with MLOps frameworks, such as MLFlow or KubeFlow
Tell employers what skills you have

Information Retrieval
TensorFlow
Machine Learning
Analytical Skills
Music Theory
MIDI
Data Structures
PyTorch
Algorithm Design
Publications
Python Programming
Transcription
Audio Processing
Signal Processing

  • Machine Learning Engineer

    2 weeks ago

    Singapore Pluang Full time

    **Machine Learning Engineer**: Pluang Technologies Pte. Ltd., Singapore, Singapore, Singapore - Department - Machine Learning - Job posted on - Aug 28, 2025 - Employment type - Full Time **What You Will Be Doing**: - Assist in designing and implementing machine learning solutions for financial markets, from predictive models to AI agents powered by LLMs-...

  • Machine Learning Engineering

    4 days ago

    Singapore Technosoft SEA Pte Ltd Full time

    **Description**: **Responsibilities**: - As a Machine Learning Engineer, you will contribute to state-of-the-art machine learning infrastructure and relevant software (e.g. supervised learning, reinforcement learning, data management, and evaluation at unparalleled scale). - Manipulate high-volume, high-dimensionality, structured data from automotive retail...

  • Machine Learning Engineer

    7 days ago

    Singapore NEWBRIDGE ALLIANCE PTE. LTD. Full time

    Newbridge is partnering with a leading software company to identify a skilled Machine Learning Engineer. Renowned for developing cutting-edge solutions, our client is seeking a talented professional to contribute to their innovative projects. Join us in shaping the future of machine learning in the software industry. **Position...

  • Machine Learning Engineer

    2 days ago

    Singapore beBeeData Full time $150,000 - $200,000

    Machine Learning EngineerJob Summary:We are seeking a skilled Machine Learning Engineer to join our team. As a key member of the data science group, you will be responsible for designing and implementing machine learning models to solve complex problems.Key Responsibilities:Design and develop machine learning models using deep learning and other...

  • Machine Learning Engineer

    2 weeks ago

    Singapore TikTok Full time

    1 day ago Be among the first 25 applicants Get AI-powered advice on this job and more exclusive features. ResponsibilitiesAnti-Automation Solutions (AA) is part of Business Integrated Risk Control(BRIC) team. Automated fraud refers to technical methods used by hackers to perform API abuse at scale using scripts and tools. Our vision is to establish an...

  • Machine Learning Engineer

    2 weeks ago

    Singapore Johnson & Johnson Full time

    **Job Function**: Data Analytics & Computational Sciences **Job Sub Function**: Data Science **Job Category**: Scientific/Technology **All Job Posting Locations**: SG003 Science Park Drive (Ascent) The APAC Business Technology Team within Innovative Medicine (IM) is looking for an extraordinary machine learning engineer who is passionate about crafting,...

  • Machine Learning Engineer

    2 weeks ago

    Singapore Tangspac Full time

    Our client a fintech company is looking to hire Machine learning Engineer to join their AI and machine learning development team Roles - Work closely with data scientists and data engineers to support them to develop ML models - Developing scalable platforms to improve AI's capabilities - Responsible for scaling, productionising and performance tuning...

  • Machine Learning Engineers

    7 days ago

    Singapore CLIMATEFORCE PTE. LTD. Full time

    Greenfi is a climate fintech startup company in ESG AI space. We are leveraging advanced machine learning to help financial institutions and corporates make timely and accurate decisions on ESG investments. Greenfi AI and analytics software helps businesses to improve ESG risk management and climate compliance. We are looking for highly motivated senior...

  • Machine Learning Engineer

    3 days ago

    Singapore SALT TALENT SEARCH PTE. LTD. Full time

    Salt is hiring Machine Learning Engineer for a yearly renewable contract role. The client’s team make an impact by delivering high-quality cutting-edge AI & IoT products which are closely integrated with the business **Responsibility**: - Implement and maintain machine learning algorithms and edge AI models provided by the data scientist team on Android...

  • Machine Learning Engineer

    4 days ago

    Singapore Singapore Technologies Engineering Ltd Full time

    Job ID: 13923- Location: Digital Hub, SG- Description: - **_Job Description Summary_** - We are seeking a Data Analyst / Machine Learning Engineer to join our dynamic team. As a Data Analyst / Machine Learning Engineer, you will play a key role in developing and implementing cutting-edge machine learning models and algorithms to solve complex business...