Software Algorithm Engineer

GAITMETRICS PTE. LTD.; Singapore; On-site; SGD 60,000 - 120,000; Full time

Job summary

GAITMETRICS PTE. LTD.

is seeking an experienced Artificial Intelligence (AI) & Software Algorithm Engineer to drive research and development in RF and Lidar data related to human gait in a startup environment in Singapore. The role focuses on designing, implementing, and validating AI algorithms for radio sensing (Wifi, mmWave or other RF devices) and Lidar, collaborating with the application team and industry partners to translate research into real-world applications.

Qualifications

• Experience analyzing RF/Lidar data for gait-related applications.
• Familiarity with PyTorch and scikit-learn for AI research.
• Bachelor's or Diploma in CS or Engineering with relevant experience.

Responsibilities

• Develop AI algorithms for radio sensing and/or Lidar data.
• Collaborate with the application team and partners to progress research.
• Translate research outcomes into potential software applications and deployments.
• Support customer proof-of-concept, system implementation and on-site deployment.

Skills

RF/Lidar data analysis

Machine learning

Deep learning

Education

Diploma or Bachelor in CS or Engineering

Experience in AI research with RF/Lidar data

Knowledge of radio/Lidar principles and microcontroller

Tools

PyTorch

Scikit-Learn

Job description

GaitMetrics is looking for an experienced Artificial Intelligence (AI) & Software Algorithm Engineer with some relevant experience in analysing data in the domain of Radio Frequency (RF) or Lidar captured parameters related to human activities and gait motion. Chance of joining a Startup for share equity with full time salary. The scope of responsibilities includes the following:

Responsibility:

• Work closely with the application team in providing the technical research support and development of various Artificial Intelligence (AI) algorithms for radio sensing (Wifi, mmWaveor other Radio Frequency devices) and/or Lidar;
• Adopt a proactive learning aptitude in subject of electronic work related to radio propagation/Lidar parameters extraction and manipulation;
• Engage and collaborate with industry players, research institutes and institutes of higher learning to assess the maturity, viability and suitability of different AI research and technologies and their applicability to resolve industry problems related to our domain of radio sensing;
• Design, develop, implement and validate proposed algorithms;
• Involved in technical research and development of various AI algorithms and proactively engage in data collection;
• Work towards or collaborate with others in translating the algorithms into potential applications;
• Assist in User Acceptance Testing for successful system implementation with potential customers in proof of concept, system implementation and onsite deployment.
• Ensure customer satisfaction while achieving agreed upon company targets and goals.
• Develop presentations, strategies, tactics and documentation, as required.
• Accompany partners on key strategic sales calls, customer visits, roadshows, exhibition, promotional activities and any other activities required in executing the business.
• Provide ongoing reports to management on the development of opportunities and progress.
• Oversea travel may be required from time to time.

Qualifications:

• Familiar with point cloud data and mmWave radar/Lidar data.
• Familiar with machine learning and simple deep learning algorithms
• Familiar with deep learning and machine learning libraries like Pytorch and Sklearn.

Education Qualifications:

• Diploma (with experience) or Bachelor in Computer Science or relevant Engineering courses
• Relevant experience in the AI research field of working with RF/Lidar based data would be a big plus
• Familiarity with radio/Lidar principles and microcontroller is also a positive