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Satmat Technologies
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AI/ML Developer

AI/ML Developer

Satmat Technologies

3 - 5 years

8 - 12 Lacs

thane thane

Posted:20 hours ago| Platform:

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Skills Required

python pyspark machine learning deep learning tensorflow hive scipy kubernetes natural language processing scikit-learn aws sagemaker model building numpy artificial intelligence docker pandas computer vision pytorch hadoop aws big data ml

Work Mode

Work from Office

Job Type

Full Time

Job Description

Skills:

Python, TensorFlow, PyTorch, Natural Language Processing (NLP), Computer Vision, AWS SageMaker, Machine Learning Model Deployment, Scikit-learn,About The Role SrAI/ML DeveloperExperience8-10 YearsLocationThane / Vikhroli, MumbaiAbout The RoleWe are seeking an experienced AI/ML Developer with 8-10 years of hands-on experience in building and deploying machine learning models at scaleThe ideal candidate will have a strong background in Python, PySpark, Hadoop, and Hive, along with a deep understanding of machine learning model building, analysis, and optimizationAs part of our innovative AI/ML team, you will contribute to cutting-edge projects and collaborate with cross-functional teams to deliver impactful solutions

Key Responsibilities
Model DevelopmentDesign, build, and deploy machine learning models, utilizing advanced techniques to ensure optimal performance

Data ProcessingWork with large-scale data processing frameworks such as PySpark and Hadoop to efficiently handle big data

Model Analysis and OptimizationAnalyze model performance and fine-tune models to improve accuracy, scalability, and speed

CollaborationWork closely with data scientists, analysts, and engineers to understand business requirements and integrate AI/ML solutions

Version ControlUtilize Git for version control to ensure proper management and documentation of model code and workflows

Project ManagementParticipate in sprint planning, track progress, and report on key milestones using JIRA

Notebook WorkflowsUse Jupyter/Notebook for interactive development and presentation of model outputs, insights, and results

TensorFlowImplement and deploy deep learning models using TensorFlow, optimizing them for real-world applications

Key Skills
ProgrammingStrong proficiency in Python, with experience in data manipulation and libraries like NumPy, Pandas, and SciPy

Big Data TechnologiesHands-on experience with PySpark, Hadoop, and Hive for managing large datasets

Model DevelopmentExpertise in machine learning model building, training, validation, and deployment using frameworks like TensorFlow, Scikit-learn, etc

Deep LearningFamiliarity with TensorFlow for building and optimizing deep learning models

Version Control and CollaborationProficiency in Git for source control and JIRA for project tracking

Problem-SolvingStrong analytical skills to troubleshoot, debug, and optimize models and workflows

Experience And Qualifications
Experience8-10 years in AI/ML development with significant exposure to machine learning and deep learning techniques

EducationBachelors or Masters degree in Computer Science, Data Science, or a related field

KnowledgeDeep understanding of AI/ML algorithms, model evaluation techniques, and data manipulation

Preferred Qualifications
Hands-on experience with cloud platforms like AWS, GCP, or Azure

Familiarity with containerization tools like Docker and Kubernetes

Experience in deploying models into production environments

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AI/ML Developer