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Amplelogic - Artificial Intelligence / Machine Learning Developer

Amplelogic - Artificial Intelligence / Machine Learning Developer

AmplelogicHyderabad
18 days ago
Job description

We are looking for a highly skilled and experienced AI / ML Developer with 45 years of hands-on experience to join our technology team.

You will be responsible for designing, developing, and optimizing machine learning models that drive intelligent business solutions.

The role involves close collaboration with cross-functional teams to deploy scalable AI systems and stay abreast of evolving trends in artificial intelligence and machine Responsibilities :

Develop and Implement AI / ML Models :

  • Design, build, and implement AI / ML models tailored to solve specific business challenges, including but not limited to natural language processing (NLP), image recognition, recommendation systems, and predictive analytics.

Model Optimization and Evaluation :

  • Continuously improve existing models for performance, accuracy, and scalability.
  • Data Preprocessing and Feature Engineering :

  • Collect, clean, and preprocess structured and unstructured data from various sources.
  • Engineer relevant features to improve model performance and interpretability.
  • Collaboration and Communication :

  • Collaborate closely with data scientists, backend engineers, product managers, and stakeholders to align model development with business goals.
  • Communicate technical insights clearly to both technical and non-technical stakeholders.
  • Model Deployment and Monitoring :

  • Deploy models to production using MLOps practices and tools (e., MLflow, Docker, Kubernetes).
  • Monitor live model performance, diagnose issues, and implement improvements as needed.
  • Staying Current with AI / ML Advancements :

  • Stay informed of current research, tools, and trends in AI and machine learning.
  • Evaluate and recommend emerging technologies to maintain innovation within the team.
  • Code Reviews and Best Practices :

  • Participate in code reviews to ensure code quality, scalability, and adherence to best practices.
  • Promote knowledge sharing and mentoring within the development Skills and Qualifications :
  • Must have experience as a team lead.
  • Bachelors or Masters degree in Computer Science, Data Science, Engineering, or a related field.
  • 45 years of experience in machine learning, artificial intelligence, or applied data science roles.
  • Strong programming skills in Python (preferred) and / or R.
  • Proficiency in ML libraries and frameworks, including :
  • 1. scikit-learn

    2. XGBoost, LightGBM

    3. TensorFlow or Keras

    4. PyTorch

  • Skilled in data preprocessing and feature engineering, using :
  • 1. pandas, numpy, sklearn.

    2. preprocessing

  • Practical experience in deploying ML models into production environments using REST APIs and containers.
  • Familiarity with version control systems (e., Git) and containerization tools (e., Docker).
  • Experience working with cloud platforms such as AWS, Google Cloud Platform (GCP), or Azure.
  • Understanding of software development methodologies, especially Agile / Scrum.
  • Strong analytical thinking, debugging, and problem-solving skills in real-world AI / ML applications
  • ref : hirist.tech)

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