Senior AI/ML Specialist

1 day ago

Aurangabad, Maharashtra, India beBeeData Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Job Position: Senior AI/ML Developer

Our organization is seeking an experienced Senior AI/ML Developer to lead our team of engineers and data scientists in fostering a productive work environment.

Key Responsibilities:
  • Team Leadership:
    • Guide and mentor a team of engineers and data scientists
  • Software Development:
    • Write clean, maintainable, and error-free code for developing robust machine learning systems
  • Model Engineering:
    • Design, build, and deploy machine learning models and end-to-end solutions
  • Cross-Functional Collaboration:
    • Work with diverse technical teams to ensure timely delivery of AI/ML projects
  • Data Science Process:
    • Implement end-to-end data science processes, including data preprocessing, exploratory analysis, modeling, evaluation, and deployment
  • Database Management:
    • Manage and retrieve data effectively using SQL and NoSQL databases
  • API Development:
    • Develop and integrate RESTful APIs using Python web frameworks
  • Debugging & Optimization:
    • Diagnose issues and optimize existing code for performance improvements
  • Agile Methodologies:
    • Follow Agile/Scrum software development lifecycle practices consistently
  • AI Model Development:
    • Design, develop, fine-tune, and deploy AI models focusing on Large Language Models and Retrieval-Augmented Generation
  • Model Validation & Evaluation:
    • Conduct training, validation, and evaluation experiments, refining models based on statistical analysis and performance metrics
  • Security & Compliance:
    • Ensure that AI/ML solutions adhere to security best practices and data privacy regulations
Technical Requirements:
  • Python Expertise: 5 years of experience with Python programming.
  • Machine Learning/DL Experience: 5 years of experience building, training, and deploying Machine Learning and Deep Learning models.
  • Deep Learning Frameworks: Proficiency with TensorFlow, PyTorch, and Keras.
  • Web Frameworks: Solid experience with Python web frameworks (Flask, Django) for API development.
  • Core Libraries: Strong expertise in NumPy, Pandas, Matplotlib, Scikit-learn, SpaCy, NLTK, and HuggingFace Transformers.
  • Algorithms & Techniques: Deep understanding of ML/DL algorithms, with advanced techniques in NLP and/or Computer Vision.
  • Production-Grade AI: Proven experience designing and deploying AI solutions leveraging LLMs and RAG.
  • NLP & Conversational AI: Hands-on expertise in text representation, semantic extraction, sentiment analysis, and conversational AI.
  • Concurrency: Practical knowledge of multithreading, concurrency, and asynchronous programming in Python.
  • Database Proficiency: Advanced skills in SQL (PostgreSQL, MySQL, SQLite, MariaDB) and NoSQL (MongoDB) databases.
  • Deployment & MLOps: Experience with containerization (Docker/Kubernetes), cloud platforms (AWS, Azure, GCP), and familiarity with MLOps principles for CI/CD, monitoring, and logging.
  • Version Control: Proficient understanding of Git and Bitbucket for software version control.
  • C++: Experience with C++ development is a plus.
Personal Qualities:
  • Analytical Thinking: Strong analytical and structured problem-solving capabilities.
  • Proactive Problem-Solving: Logical reasoning and hands-on approach to debugging and optimization.
  • Team Collaboration: Effective interpersonal skills to work seamlessly with cross-functional teams.
  • Clear Communication: Excellent ability to articulate technical concepts to diverse audiences.
  • Continuous Learning: Commitment to staying current on emerging trends in AI/ML, NLP, and Computer Vision.

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