Ai/ml Engineer

1 week ago


Thành phố Hồ Chí Minh, Vietnam KMS Technology Full time

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

** Responsibilities**:

- 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
- 1+ 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)

** Benefits and Perks**:
**_ 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



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