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AI MLEngineer

  • Source: Naukri
  • ti Steps
  • $5,277.51 to $8,444.01 /yr
  • On-site
  • Bengaluru
  • Full-Time
  • Mid level

Job Description

AI/ML Engineer

About the Role

We are looking for a talented AI/ML Engineer to design, develop, and deploy intelligent systems and data-driven solutions. The ideal candidate will have a strong background in machine learning, deep learning, and data science, with hands-on experience in building scalable AI models for real-world applications.

Key Responsibilities

  • Design, implement, and optimize machine learning models for classification, prediction, recommendation, or NLP tasks.
  • Develop and deploy AI solutions across various platforms and environments (cloud, on-premises, edge).
  • Preprocess and analyze large datasets for training and evaluation.
  • Collaborate with data engineers, data scientists, and software developers to integrate AI models into production.
  • Evaluate model performance, tune hyperparameters, and ensure scalability.
  • Research and implement state-of-the-art algorithms and emerging techniques in AI and ML.
  • Document processes, models, and results to ensure reproducibility and transparency.

Required Skills and Qualifications

  • Bachelors or Masters degree in Computer Science, Data Science, Artificial Intelligence, Mathematics, or related field.
  • Strong programming skills in Python (experience with libraries such as TensorFlow, PyTorch, Scikit-learn, NumPy, Pandas).
  • Solid understanding of machine learning algorithms (supervised, unsupervised, reinforcement learning).
  • Experience with data preprocessing, feature engineering, and model evaluation.
  • Knowledge of statistics, probability, and mathematical modeling.
  • Experience with version control (Git) and collaborative development workflows.
  • Familiarity with cloud platforms (AWS, GCP, Azure) and ML services (SageMaker, Vertex AI, Azure ML).

Preferred Qualifications

  • Experience with deep learning (CNNs, RNNs, Transformers, LLMs).
  • Familiarity with NLP, computer vision, or generative AI techniques.
  • Experience with MLOps tools (MLflow, Kubeflow, DVC).
  • Knowledge of data pipelines and big data technologies (Spark, Hadoop).
  • Prior experience deploying models in production environments (APIs, containers, microservices).
  • Contributions to open-source AI/ML projects or published research papers.

Skills

  • Python
  • Tensorflow
  • PyTorch
  • Scikit-learn
  • NumPy
  • Pandas
  • amazon-web-services
  • google-cloud-platform
  • microsoft-azure
  • amazon-sagemaker
  • vertex
  • Transformers
  • ml-flow
  • mlflow
  • kubeflow
  • dvc
  • Spark
  • Hadoop
  • apache-hadoop
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