AI/ML Engineer
- Full-time
Company Description
KMS Technology was established in 2009 as a U.S.-based software services company. With development centers in Vietnam and Mexico, we have been trusted globally for the superlative quality of our software consulting & development services, technology solutions, and engineers' expertise.
We pride ourselves on creating brilliant solutions for our clients by leveraging deep expertise, advanced technologies, and delivery excellence—achieving a shared success where everyone can reach their fullest potential. We believe that the business success we contribute to reflects our commitment to making a difference for our community, providing solutions that create long-lasting impacts within 3 main business sectors:
- Enterprise software development services: Leverage software domain expertise to help clients make better business decisions in technology platforms, increase speed-to-market, and gain critical development support through innovative technology solutions
- Healthcare technology solutions: Build transformative next-gen technologies to solve healthcare’s most challenging problems, providing innovative tools and expertise to providers, payers, life sciences, and medical technology vendors
- Banking, Financial Services & Insurance (BFSI) technology solutions: Empower BFSI businesses to embrace the digital finance revolution and expedite clients’ journey towards complete digitalization, technology consulting, data analytics, software development, and software quality
Job Description
- Design, develop, and optimize AI/ML solutions for computer vision, including: Object detection, classification, tracking, PPE detection, fall detection, and hazard recognition
- Build and improve end-to-end ML workflows (Data preprocessing, dataset labeling, training, validation, deployment)
- Develop scalable ML pipelines for real-time video analytics using: NVIDIA DeepStream, TensorRT, CUDA
- Implement inference on edge devices and/or cloud environments with low-latency performance
- Evaluate and tune models for accuracy, recall/precision, latency, and robustness in real-world scenarios
- Integrate models into production systems via APIs, streaming pipelines, or event workflows
- Work closely with product, software, and domain teams to convert safety-related requirements into technical solutions
- Write clean, maintainable code following best practices; contribute to technical documentation
- Stay updated on latest ML advancements, especially in computer vision
Qualifications
Requirement:
- Intermediate English proficiency or better
- 2+ years experience in AI/ML or Computer Vision engineering
- Strong experience with Python; familiarity with C++ or JS is a plus
- Hands-on experience with PyTorch or TensorFlow
- Experience with object detection / tracking models (YOLO, SSD, Faster-RCNN, SORT/DeepSORT)
- Knowledge of:
- OpenCV, GStreamer, FFmpeg, or similar libraries
- GPU acceleration; familiarity with CUDA, TensorRT, DeepStream is a strong plus
- Experience with model performance tuning and evaluation metrics
- Good problem-solving and communication skills
- Growth mindset; eager to learn and work in real-world applied ML
Nice to have:
- Experience deploying models to production (cloud or edge)
- Experience with edge devices (Jetson, Xavier, Orin)
- Familiarity with ONNX
- Experience with MLOps tools (MLflow, ClearML, Airflow, Kubeflow) and Cloud services (AWS / GCP / Azure)
- Experience with annotation/data management platforms (Label Studio, Roboflow)
Additional Information
Perks You'll Enjoy
- Working in one of the Best Places to Work in Vietnam
- Building large-scale & global software products
- Working & growing with Passionate & Talented Team
- Diverse careers opportunities with Software Outsourcing, Software Product Development, IT Solutions & Consulting
- Attractive Salary and Benefits
- Performance appraisals every year and performance bonus
- Onsite opportunities: short-term and long-term assignments in North American (U.S, Canada), Europe, Asia.
- Flexible working time
- Various training on hot-trend technologies, best practices and soft skills
- Premium healthcare insurance for you and your loved ones
- Company trip, big annual year-end party every year, team building, etc.
- Fitness & sport activities: football, tennis, table-tennis, badminton, yoga, swimming…
- Joining community development activities: 1% Pledge, charity every quarter, blood donation, public seminars, career orientation talks,…
- Free in-house entertainment facilities (foosball, ping pong, gym…), coffee, and snack (instant noodles, cookies, candies…)
And much more, join us and let yourself explore other fantastic things!