13 Aug
|
Orbit Pharmaceuticals
|
Ahmedabad
13 Aug
Orbit Pharmaceuticals
Ahmedabad
Job Title: AI/ML Engineer (3+ Years Experience)
Job Summary
We are seeking a skilled AI/ML Engineer with at least 3 years of hands-on experience in designing, developing, and deploying end-to-end machine learning solutions. The ideal candidate will have practical exposure to data preprocessing, model development, model evaluation, deployment (MLOps), and integration with production systems. You should have a strong foundation in Python, machine learning frameworks, and cloud-based deployment environments.
Key Responsibilities
- Design, develop, and deploy end-to-end AI/ML pipelines from data ingestion and preprocessing to model training, validation, and deployment.
- Collaborate with cross-functional teams (data engineers, backend developers, and domain experts) to understand business requirements and translate them into scalable ML solutions.
- Build and optimize machine learning models using supervised, unsupervised, and deep learning techniques.
- Perform feature engineering and exploratory data analysis (EDA) to derive insights and improve model performance.
- Integrate ML models into production environments using REST APIs, Flask/Fast API, or via containerization (Docker/Kubernetes).
- Monitor model performance post-deployment and perform retraining, tuning, and maintenance as needed.
- Apply MLOps principles to automate the ML lifecycle (CI/CD, versioning, monitoring).
- Work with cloud platforms (AWS / GCP / Azure) for data storage, training, and deployment.
- Document model design, architecture, and performance metrics clearly for reproducibility and audit purposes.
- Stay updated with the latest AI and ML research, frameworks, and best practices.
Required Skills and Qualifications
- Bachelors/Masters Degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
- 3+ years of industry experience in machine learning or AI model development.
- Robust proficiency in Python and ML libraries such as scikit-learn, TensorFlow, PyTorch,
📌 AI-ML Data Scientist (Ahmedabad)
🏢 Orbit Pharmaceuticals
📍 Ahmedabad