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Amplelogic - Artificial Intelligence/Machine Learning Developer

45 years

0 Lacs

Posted:1 week ago| Platform: Linkedin logo

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On-site

Job Type

Full Time

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.

Develop And Implement AI/ML Models

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 :
  • 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 :
  • scikit-learn
  • XGBoost, LightGBM
  • TensorFlow or Keras
  • PyTorch
  • Skilled in data preprocessing and feature engineering, using :
  • pandas, numpy, sklearn.
  • 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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AmpleLogic

10 Jobs

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