GenAI @ Idexcel

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GenAI

Idexcel
5 - 8 years
Bengaluru
2 months ago
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Job Description

Role & responsibilities

Job Description:

Mandatory Skills- AI/ML, Python, GENAI and lists mentioned in JD

Qualification Required- B.Sc/ M.Sc in Computer Vision, ML, Statistics

Core Technical Skills

Programming: Python (essential), R, Java.
Math & Stats: Linear Algebra, Calculus, Probability, Statistics.
Data Handling: Pandas, NumPy for data manipulation; SQL for databases.
ML/DL Fundamentals: Supervised/Unsupervised Learning, Neural Networks (CNNs, RNNs, Transformers).
AI/GenAI Specifics: Generative Models (GANs, VAEs), Large Language Models (LLMs), Prompt Engineering.
Frameworks: TensorFlow, PyTorch, Keras, Hugging Face.
NLP: SpaCy, NLTK, language models.
MLOps & Deployment: Docker, Kubernetes, Cloud (AWS, Azure, GCP), CI/CD, Model Monitoring.
Tools: Git (Version Control), Matplotlib/Seaborn (Visualization).

Core Concepts & Methodologies

Algorithm Design: Developing efficient AI algorithms.
Data Preprocessing: Cleaning, preparing, and augmenting large datasets.
Model Training & Optimization: Hyperparameter tuning, cross-validation.
Software Engineering: Agile/Scrum, clean code, system architecture.

Essential Soft Skills

Problem Solving: Critical thinking to build innovative solutions.
Communication: Explaining complex AI concepts to diverse audiences.
Collaboration: Working in cross-functional teams.
Adaptability: Staying current with rapidly evolving AI research.

Key Platforms/Tools

Cloud: AWS SageMaker, Azure ML, Google AI Platform.
GenAI Libraries: LangChain, LlamaIndex etc.

Skill Sets Requirement:

GenAI, Machine Learning , Applied Machine Learning, Machine Learning Operations, Computer Vision, Prompt Engineering
Deep Learning , Reinforcement Learning, Supervised Learning , Artificial Neural Networks, PyTorch, Retrieval-Augmented Generation
Big Data, AI Literacy, Programming in Python, R, Scala, C++, CUDA, SQL, Statistics , AI Tools, Analytical Thinking

Job Classification

Industry: Recruitment / Staffing
Functional Area / Department: IT & Information Security
Role Category: IT & Information Security - Other
Role: IT & Information Security - Other
Employement Type: Full time

Contact Details:

Company: Idexcel
Location(s): Bengaluru

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Keyskills: Java GENAI Aiml Python Probability Reinforcement Learning Calculus Math Statistics Ml Algorithms Deep Learning R Prompt Engineering PyTorch Artificial Neural Networks Applied Machine Learning Computer Vision Linear Algebra

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Idexcel

Idexcel Technologies Private Limited Idexcel is a Professional Services and Technology Solutions provider specializing in Cloud Services, Application Modernization, and Data Analytics. Idexcel is proud that for more than 21 years it has provided services that implement complex technologies that ...

GenAI @ Idexcel

Home > IT & Information Security - Other

GenAI

Job Description

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