AI ML Developer(8 plus years)

2 weeks ago

Hyderabad, Telangana, India Voxai Solutions Full time ₹ 12,00,000 - ₹ 36,00,000 per year

As a Senior AI/ML Engineer, you will play a key role in the design, development, and continuous improvement of our AI and machine learning solutions. Your primary responsibilities will include ensuring the scalability, accuracy, and reliability of our models, while collaborating with team members and providing technical expertise to drive success. Job Title: - Senior AI/ML Engineer Work Location: Hyderabad Key Responsibilities: 1. Model Development: Design, develop, and deploy machine learning models and algorithms to address complex business problems. 2. Data Analysis: Analyze datasets to uncover trends, patterns, and insights, and ensure data quality and integrity for model training. 3. Algorithm Optimization: Continuously optimize machine learning models for performance, scalability, and efficiency, ensuring that they meet business and technical requirements. 4. Collaboration: Work closely with cross-functional teams, including data scientists, engineers, and product managers, to integrate machine learning models into production systems. 5. Research & Innovation: Stay updated with the latest AI/ML trends and research, applying innovative approaches and solutions to improve models and processes. 6. Model Evaluation & Tuning: Perform rigorous model validation, hyperparameter tuning, and evaluation to ensure model accuracy and generalization. 7. Automation: Develop and implement tools to automate and streamline ML workflows, including data preprocessing, feature engineering, and model retraining. 8. Mentorship: Provide guidance and technical leadership to junior team members, helping them with best practices, problem-solving, and professional growth. 9. Documentation: Document model development processes, experiments, and results for internal use and knowledge sharing. 10. Performance Monitoring: Monitor the performance of deployed models in production environments and troubleshoot issues as they arise. 11. Ethical AI Development: Ensuring AI solutions are ethical, fair, and unbiased while adhering to privacy and security standards. Qualifications:
• Bachelor's or Master's degree in Computer Science or a related field.
• 8+ years of experience in software development o Machine Learning (Supervised, Unsupervised, and Reinforcement Learning) o Programming: Python, TensorFlow, PyTorch o Cloud Platforms: AWS/Azure/GCP o Model Deployment (Docker/ Kubernetes)
• Experience with SQL / NoSQL databases (e.g.SQL Server, Dynamo DB, MongoDB, Cassandra).
• Experience in Natural language processing (NLP)
• Experience with various Design patterns(eg Pipeline, Ensemble, Transfer Learning) and Metrics (eg Precision, Recall, F1-Score ROC-AUC, MSE, RMSE, Confusion Matrix)
• Experience in evaluating Model Deployment metrics
• Knowledge of ML OPS is a plus
• Strong problem-solving and debugging skills.
• Familiarity with Agile/Scrum methodologies.
• Excellent communication and interpersonal skills.
• Ability to work effectively in a collaborative team environment

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