
ML Engineer

ML Engineer
5
Applications
About the Job
Skills
- Total years of experience: 4 yrs
- Relevant years of experience: 4 yrs
- Notice Period: Immediate to 10 days
- CTC upto 23 LPA
- Must have skills - Python/sql/Ml engineer/GCP (ALL)
- Mode of Interview: Teams
- How many rounds of interview: 3
- Location: Chennai
- Shift Timing: 12.00 PM to 8.00 pm
JD :
Deep learning Skillset :
Strong understanding of deep learning fundamentals and architectures (CNNs, RNNs, Transformers, GANs, MoE).
• Proficiency in Python and experience with deep learning frameworks (TensorFlow, PyTorch, Keras).
• Design, train, fine-tune, and optimize deep learning models, including LLMs, for various applications.
• Apply fine-tuning techniques such as full fine-tuning, LoRA/QLoRA, prompt tuning, adapter layers, and instruction tuning for task and domain adaptation.
• Develop and integrate AI agents capable of reasoning, planning, and tool usage for enterprise workflows.
• Preprocess, clean, and augment large datasets for model training and evaluation.
• Implement models using frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers.
• Evaluate models with relevant metrics (accuracy, BLEU, ROUGE, perplexity, etc.) and iterate for improvement.
• Knowledge of cloud platform GCP and GPU-based training.
• Familiarity with MLOps tools and workflows- cloud schedulers, cloud function, vertex ai pipelines, pub/sub for model training , deployment and monitoring.
• Strong problem-solving skills and ability to work in an agile, collaborative environment.
• Deploy models into production environments (cloud, on-premise, or hybrid) and monitor performance.
• Set up and manage deployment pipelines using Git, CI/CD workflows, Tekton, and GKE clusters for on-premise deployment.
• Research and implement cutting-edge techniques in deep learning, LLM training, and agent architectures.
•GCP ML certification is a plus
About the company
Industry
Staffing and Recruiting
Company Size
2-10 Employees
Headquarter
Bangalore
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