Senior AI/ML Developer
1 month ago
We are seeking a highly skilled Data Scientist to join our team at PNR Software Solutions. As a data scientist, you will play a crucial role in developing AI/ML solutions to drive business growth and improve user experience.
Key Responsibilities:- Design and develop artificial intelligence initiatives to aid various use cases around user identity analytics.
- Build knowledge graphs of user identities for identity management and analytics.
- Prototype and develop end-to-end AI solutions independently, researching state-of-the-art solutions and novel methods to solve AI problems.
- Create automated anomaly detection, recommendation systems, threat identification solutions, and continuous tracking for improvement in performance.
- Select features, build, and optimize classifiers using machine learning techniques.
- Enhance the performance of current models by implementing new algorithms, re-training mechanisms, and data.
- Document use cases, data processing, feature engineering, training, validation, deployment, future improvement opportunities, and other important aspects.
- Enhance data collection procedures to include relevant information for building large-scale analytics engines.
- Understand business use cases and pull necessary data from various sources to provide key insights to stakeholders.
- 3-7 years of industry research experience in a computational area such as data science, computer science, machine learning, artificial intelligence, or statistics.
- Proficiency in Python programming language for data analysis and software development.
- Experience working with graph databases.
- Experience with data science tools such as PySpark, Scikit-Learn, Keras, TensorFlow, PyTorch.
- Working experience on natural language processing, data mining, transformers.
- Strong knowledge in unsupervised learning algorithms using neural networks and deep learning.
- Experience building APIs in Flask/FastAPI.
- Familiarity with working in AWS (EC2, S3, Sagemaker) and data lake architecture (Lake formation, Glue, Athena/Redshift, etc.).
What We Offer: We offer a dynamic work environment, opportunities for growth and development, and a competitive salary package.
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