23 Oct
|
SRS Consulting
|
Hyderabad
23 Oct
SRS Consulting
Hyderabad
Hello, We are hiring for "Senior Python Backend Developer+AI&ML; (Exp)" for Hyderabad location. Job Title: Senior Python Backend Developer+AI&ML; (Exp)
Experience:
5–12 Years Employment Type: Full-Time
Location:
Hyderabad Work Mode: 5 days Work From Office Notice Period: Immediate joiners(notice period served or serving candidate) NOTE: We are looking for Immediate joiners(notice period served or serving candidate) Apply only If you are Immediate joiners(notice period served or serving candidate Apply only if you are having 5+Years of relevant experience as per the JD. Apply only if you are having hands on experience into Python Backend development and alos experience into AI & ML in the current project. Job Summary We are looking for an experienced Python Developer with 5+ years of software development experience and strong hands-on expertise in Artificial Intelligence (AI) and Machine Learning (ML). The ideal candidate should have experience developing scalable Python applications, implementing machine learning algorithms, building predictive models, and integrating AI/ML solutions into production systems. The candidate will collaborate with data scientists, software engineers, and business stakeholders to design, develop, deploy, and maintain intelligent applications that solve real-world business problems. Roles and Responsibilities
• Design, develop, test, and maintain scalable applications using Python.
• Develop and implement machine learning models for classification, regression, clustering, forecasting, and prediction.
• Apply AI/ML algorithms to solve business problems and improve application performance.
• Work with libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch.
• Perform data preprocessing, feature engineering, exploratory data analysis, and model evaluation.
• Build RESTful APIs using FastAPI, Flask, or Django to integrate AI/ML models with enterprise applications.
• Develop model training, validation, testing, and inference pipelines.
• Optimize model performance using suitable evaluation metrics, hyperparameter tuning, and cross-validation.
• Deploy machine learning models into production environments and monitor their performance.
• Implement automated testing, logging, error handling, and debugging for Python applications.
• Work with SQL and NoSQL databases to store, retrieve, and process application and model data.
• Collaborate with data engineers, data scientists, DevOps teams, and business stakeholders.
• Use Git and CI/CD pipelines to maintain source code and automate testing and deployment.
• Ensure application scalability, reliability, security, maintainability, and code quality.
• Stay updated with emerging AI/ML technologies and recommend suitable improvements. Mandatory Technical Skills
• 5+ years of skilled experience in Python development.
• Strong proficiency in Python programming, OOP concepts, data structures, and algorithms.
• Hands-on experience implementing machine learning algorithms and workflows.
• Experience with Scikit-learn and at least one deep learning framework, such as TensorFlow or PyTorch.
• Strong knowledge of NumPy, Pandas, and data preprocessing techniques.
• Experience with model training, validation, evaluation, and performance optimization.
• Experience developing REST APIs using FastAPI, Flask, or Django.
• Proficiency in SQL and database integration.
• Experience with Git, unit testing, debugging, and code review.
• Understanding of model deployment, monitoring, and production support. Preferred Skills
• Experience with Generative AI, Large Language Models (LLMs), prompt engineering, and Retrieval-Augmented Generation (RAG).
• Familiarity with vector databases and embedding models.
• Knowledge of cloud platforms such as AWS, Microsoft Azure, or Google Cloud Platform.
• Experience with Docker, Kubernetes, and CI/CD pipelines.
• Knowledge of MLflow, model versioning, experiment tracking, or comparable MLOps tools.
• Familiarity with data pipelines, distributed computing, and big data technologies.
• Experience integrating AI/ML models into enterprise applications. Education
• Bachelor’s or Master’s degree in Computer Science, Information Technology, Data Science, Artificial Intelligence, or a related field, or equivalent practical experience.
📌 Senior Python Backend Developer+AI&ML (Hyderabad)
🏢 SRS Consulting
📍 Hyderabad