AI and Machine Learning Engineer

1 week ago

Pune, Maharashtra, India QuestionPro Full time
Job Description

We are seeking a highly skilled AI and Machine Learning Engineer to join our team at QuestionPro. As an AI/ML Engineer, you will play a key role in designing, developing, and deploying machine learning models and artificial intelligence solutions.

Key Responsibilities
  • Design, develop, and deploy machine learning models using frameworks such as TensorFlow, PyTorch, and Scikit-learn.
  • Implement statistical techniques (e.g., regression, clustering) and ensure scalable production integration.
  • Develop and manage end-to-end MLOps pipelines, including model versioning, monitoring, and retraining using tools like MLflow, Kubeflow, and SageMaker.
  • Create and maintain robust data pipelines using Apache Airflow, orchestrating ML workflows on Databricks and Apache Spark (PySpark).
  • Optimize GPU workloads and manage high-performance computing (HPC) environments.
  • Cross-functional Collaboration: Collaborate with data scientists, engineers, and product teams to align AI/ML initiatives with business goals.
Tech Stack

The successful candidate will have experience with:

  • Languages: Python (required), R, Java (preferred)
  • ML Frameworks: TensorFlow, PyTorch, Scikit-learn, LangChain, LLAMA, XGBoost, LightGBM, Keras
  • MLOps Tools: MLflow, Kubeflow, SageMaker, TFX (TensorFlow Extended)
  • Statistical Tools: R, Python (pandas, NumPy, SciPy, statsmodels)
  • Data Engineering: Apache Spark (PySpark), Databricks
  • CI/CD & Orchestration: Jenkins, Git, Terraform, Apache Airflow, CircleCI
  • Containerization: Docker, Kubernetes
  • Data Management: SQL, NoSQL, Vector Databases
Requirements

To be considered for this position, you must have:

  • Bachelor's or Master's in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
  • Proven experience in developing and deploying machine learning models, with a specific focus on OpenAI technologies, in real-world applications.
  • Proficiency in programming languages such as Python, and experience with OpenAI frameworks (e.g., GPT, Codex).
  • Strong understanding of statistical modeling, feature engineering, and data preprocessing techniques, with an emphasis on OpenAI methodologies.
  • Solid understanding of software engineering principles, version control, and collaborative development workflows.
Estimated Salary

$120,000 - $180,000 per year, depending on location and experience.

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