Senior Data Scientist | Machine Learning Engineer (MLE)

at hirezyai

Senior Data Scientist | Machine Learning Engineer (MLE)

hirezyai

Company

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Senior Data Scientist | Machine Learning Engineer (MLE)

at hirezyai

Posted by Aardra Suresh

4 - 6 yrs

₹5L - ₹11L / yr

Pune, Mohali

Skills

Python

TensorFlow

PyTorch

Machine Learning (ML)

Spark

Ray

Docker

Kubernetes

Skill Sets:

Expertise in ML/DL, model lifecycle management, and MLOps (MLflow, Kubeflow)
Proficiency in Python, TensorFlow, PyTorch, Scikit-learn, and Hugging Face models
Strong experience in NLP, fine-tuning transformer models, and dataset preparation
Hands-on with cloud platforms (AWS, GCP, Azure) and scalable ML deployment (Sagemaker, Vertex AI)
Experience in containerization (Docker, Kubernetes) and CI/CD pipelines
Knowledge of distributed computing (Spark, Ray), vector databases (FAISS, Milvus), and model optimization (quantization, pruning)
Familiarity with model evaluation, hyperparameter tuning, and model monitoring for drift detection

Roles and Responsibilities:

Design and implement end-to-end ML pipelines from data ingestion to production
Develop, fine-tune, and optimize ML models, ensuring high performance and scalability
Compare and evaluate models using key metrics (F1-score, AUC-ROC, BLEU etc)
Automate model retraining, monitoring, and drift detection
Collaborate with engineering teams for seamless ML integration
Mentor junior team members and enforce best practices

Skill Sets:

Expertise in ML/DL, model lifecycle management, and MLOps (MLflow, Kubeflow)
Proficiency in Python, TensorFlow, PyTorch, Scikit-learn, and Hugging Face models
Strong experience in NLP, fine-tuning transformer models, and dataset preparation
Hands-on with cloud platforms (AWS, GCP, Azure) and scalable ML deployment (Sagemaker, Vertex AI)
Experience in containerization (Docker, Kubernetes) and CI/CD pipelines
Knowledge of distributed computing (Spark, Ray), vector databases (FAISS, Milvus), and model optimization (quantization, pruning)
Familiarity with model evaluation, hyperparameter tuning, and model monitoring for drift detection

Roles and Responsibilities:

Design and implement end-to-end ML pipelines from data ingestion to production
Develop, fine-tune, and optimize ML models, ensuring high performance and scalability
Compare and evaluate models using key metrics (F1-score, AUC-ROC, BLEU etc)
Automate model retraining, monitoring, and drift detection
Collaborate with engineering teams for seamless ML integration
Mentor junior team members and enforce best practices

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About hirezyai

Founded :

2023

Type :

Products & Services

Size

Stage :

Raised funding

About

N/A

Company social profiles

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