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Home Credit Vietnam

Senior Machine Learning Engineer Open for Team Lead

Home Credit Vietnam

ITviec
Vietnam13 days ago

Job Description

Top 3 Reasons To Join Us Very attractive starting income Insightful mentorship from Experts & C-level Ownership on international projects The 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.
Your Skills and Experience
  • 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.
Why You'll Love Working Here
  • 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

Benefits

  • 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