Job Summary
- Technical Skill:
- Machine Learning ,
- Python ,
- NLP ,
- OCR ,
- PyTorch ,
- LLM ,
- Hugging Face
Job description
Overview of job
- Train and fine-tune models for target use cases (ASR/STT, TTS, OCR, LLM,classification, recommendation).
- Prepare, clean and label datasets for experimentation and training pipelines.
- Build evaluation frameworks and metrics (for example - accuracy, WER, MOS,F1, OCR precision/recall) and run systematic A/B/benchmark tests.
- Analyze failures, hallucinations, bias and weak cases and proposeimprovements to models and data.
- Optimize model performance for inference (quantization, LoRA/QLoRA fine-tuning, prompt optimization, decoding strategies).
- Collaborate with platform engineers to package trained models for deploymentand monitoring in production.
- Document experiments, datasets, evaluation results and share learnings withthe team.
- Work with business teams to understand feedback, define acceptance criteriaand measure real-world performance.
- 13th Salary Fixed and KPI Bonus
- Premium Health Care for personal & 3 dependents
- 24/7 Accidental Insurance
- 100% Social Insurance
- Meal + Phone Allowance
- Yearly Medical Checkup
- 15 Annual Leaves
Job Requirement
- 3+ years of experience in Machine Learning or related role working with deeplearning models.
- Solid hands-on experience with Python, PyTorch, HuggingFace Transformers.
- Practical experience preparing datasets and running training/finetuning workflows.
- Understanding of model evaluation methodologies and experience with metrics/benchmarking.
- Experience with one or more of: speech recognition, TTS, NLP/LLM,OCR/document understanding.
- Ability to analyze errors and propose iterative improvements based on data and evaluation results.
- Experience working in agile product delivery teams.
- Fluent English — spoken and written.
- Analytical thinking, problem solving, structured approach, attention to detail.
- Proactive, curious, willing to experiment and learn continuously.
Languages
-
English
Speaking: Fluently - Reading: Fluently - Writing: Fluently
Technical Skill
- Machine Learning
- Python
- NLP
- OCR
- PyTorch
- LLM
- Hugging Face
COMPETENCES
- Agile
- Analytic Skills
- Problem Solving Skills
- Proactive
- Detail oriented
BUSINESS PROFILE
Home Credit Vietnam Finance focus on lending to consumers seeking purchases of durable goods.
Home Credit Vietnam Finance Company Limited has officially operated in Vietnam since 2009, providing leading consumer financial products in Vietnam with outstanding features, namely quickness and simplicity. In Vietnam market, Home Credit is now taking the lead in motorbike hire-purchase field. After 6 years of operation, Home Credit has built relationship with nearly 5,000 retail outlets in 63 cities and provinces nationwide.