AIML Developer Intermediate
- InfoVision Inc
- 4 - 7 years
- Hyderabad
- 4 months ago
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Job Description
We are looking for a highly skilled Intermediate AI/ML Developer to join our team in Hyderabad. The ideal candidate should have extensive experience in developing, deploying, and optimizing ML models. The candidate will play a crucial role in designing and implementing scalable ML solutions for various business use cases.
Requirements:- 47 years of experience in AI/ML development, deployment, and optimization.
- Strong proficiency in Python, TensorFlow, PyTorch, or Scikit-learn.
- Experience working with Google Cloud Vertex AI for model training and deployment.
- Hands-on experience in ML pipeline development and automation.
- Solid understanding of cloud computing, distributed computing, and containerization (Docker, Kubernetes).
- Experience with data processing tools like Pandas, NumPy, and Apache Spark.
- Knowledge of MLOps best practices and tools like MLflow, Kubeflow, or TFX.
- Strong problem-solving and analytical skills.
- Excellent communication and collaboration abilities.
- Experience in Natural Language Processing (NLP), Computer Vision, or Time-Series Forecasting.
- Working knowledge of Google BigQuery, Apache Beam, or Airflow.
- Familiarity with DevOps and CI/CD for ML models.
Roles and Responsibilities
- Design, develop, and deploy machine learning models for real-world applications.
- Work with Google Cloud Vertex AI to build, train, and optimize ML models in a cloud environment.
- Implement data preprocessing, feature engineering, and model evaluation techniques.
- Develop and maintain ML pipelines using tools like Vertex AI Pipelines, TensorFlow Extended (TFX), or Kubeflow.
- Optimize and fine-tune ML models for performance, accuracy, and scalability.
- Collaboratewith data engineers, software developers, and business teams to integrate ML models into production systems.
- Work with big data technologies (Spark, BigQuery, etc.) for handling large-scale datasets.
- Implement MLOps best practices for model monitoring, retraining, and deployment automation.
- Stay up to date with the latest advancements in machine learning, deep learning, and AI technologies.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Full Stack Data ScientistEmployement Type: Full timeContact Details:
Company: InfoVision IncLocation(s): Hyderabad
Keyskills: cd continuous integration python analytical scikit-learn ci/cd aiml numpy artificial intelligence distributed computing containerization pandas tensorflow optimization collaboration devops pytorch cloud computing ml communication skills deployment
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