Expleo

AI Engineer

Job Locations
IN-MH-Pune
Job area
IT & Digital
Employment type
Permanent or Fixed Term Contract
Industry
Banking & Financial Services
Workplace
Hybrid
ID
2024-39592

Overview

AI Engineers

 

Area-AI & Analytics

 

No of positions-14

 

Responsibilities

  • Design, develop, and deploy AI models and systems.
  • Collaborate with cross-functional teams to identify AI opportunities and requirements.
  • Preprocess and analyze large datasets to extract meaningful insights.
  • Optimize AI models for performance and scalability.
  • Stay updated with the latest advancements in AI and machine learning.
  • Ensure AI solutions adhere to ethical standards and compliance regulations.

Requirements:

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • Proficiency in programming languages such as Python, R, or Java.
  • Experience with AI/ML frameworks like TensorFlow, PyTorch, or Scikit-learn.
  • Strong understanding of data structures, algorithms, and statistical analysis.
  • Excellent problem-solving skills and attention to detail.
  • Ability to work collaboratively in a team environment

Qualifications

Bachelor's or Master's degree in Computer Science, Engineering, or a related field

Essential skills

Technical Skills:

  • AI Topics
    • Computer Vision
    • NLP
    • LLM
    • Machine Learning
    • Document Intelligence
    • Knowledge Mining
  • Programming Languages:
    • Proficiency in Python
    • Proficiency in R
    • Proficiency in Java
  • Machine Learning Frameworks and Libraries:
    • TensorFlow
    • PyTorch
    • Scikit-learn
    • Keras
  • Data Structures and Algorithms:
    • Strong understanding of data structures
    • Strong understanding of algorithms
  • Statistical Analysis:
    • Proficiency in statistical methods and analysis
  • Data Preprocessing and Feature Engineering:
    • Data cleaning and transformation
    • Feature selection and extraction
  • Cloud Platforms and Services:
    • AWS (Amazon Web Services)
    • Azure
    • Google Cloud Platform (GCP)
  • Containerization and Orchestration:
    • Docker
    • Kubernetes
  • AI Model Deployment:
    • Building and deploying models in production environments
    • Model optimization for performance and scalability
  • Monitoring and Logging:
    • Implementing monitoring solutions for model performance
    • Logging for tracking model health
  • Collaboration and Communication:
    • Strong communication skills
    • Ability to work in cross-functional teams
  • Project Management:
    • Experience in managing AI projects
    • Leading and mentoring junior engineers

Desired skills

Tools:

  • Development Environments:
    • Jupyter Notebook
    • Visual Studio Code (VS Code)
  • Data Processing Tools:
    • Pandas
    • NumPy
  • Visualization Tools:
    • Matplotlib
    • Seaborn
    • Tableau
  • Natural Language Processing (NLP) Libraries (if applicable):
    • spaCy
    • NLTK
    • Hugging Face Transformers
  • Computer Vision Libraries (if applicable):
    • OpenCV
    • YOLO (You Only Look Once)
  • Reinforcement Learning Libraries (if applicable):
    • OpenAI Gym
    • Stable Baselines

Experience

4-5 Years exp+

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