Design and implement machine learning systems, develop applications, manage R&D processes, and collaborate with teams to enhance AI/ML solutions.
AI/ML Developer - Python1
Position Title : AI/ML Developer - Python
No of position : 1
Location : Pune / Hyderabad
Job Description :
- Design machine learning systems
- Research and implement machine learning algorithms and tools
- Manage and direct research and development processes to meet the needs of our AI strategy
- Develop machine learning applications in alignment with project requirements and business goals
- Perform machine learning tests and statistical analysis in order to fine-tune the machine learning systems
- Select appropriate datasets and data representation methods
- Extend existing machine learning libraries and frameworks
- Train systems and retrain as necessary
- Work with the engineering and leadership teams on the functional design, process design, prototyping, testing, and training of AI/ML solutions
- Advise leaders on technology, strategy, and policy issues related to AI/ML
- Coordinating with development teams to determine application requirements.
- Writing scalable code using Python programming language.
- Testing and debugging applications.
- Developing back-end components.
- Integrating user-facing elements using server-side logic.
- Assessing and prioritizing client feature requests.
- Integrating data storage solutions.
- Coordinating with front-end developers.
- Reprogramming existing databases to improve functionality.
- Developing digital tools to monitor online traffic.
- Work with the Data Scientists and Data Engineers to create production quality.
- Machine Learning pipelines and solutions with an emphasis on Performance, Scalability, Reliability, and Maintainability.
- Build components and libraries that will improve existing solutions and improve the delivery of new ones
Required Skills and Experience
- 3+ years of experience applying AI to practical uses
- Experience with deep learning, NLP, and TensorFlow
- Experience writing robust code in Python, Java, and/or R
- Experience in REST API development, NoSQL database design, and RDBMS design and optimizations
- Knowledge of basic algorithms and object-oriented and functional design principles
- Knowledge of data structures, data modeling, and software architecture
- Knowledge of math, probability, statistics, and algorithms
- Knowledge of machine learning frameworks
- Knowledge of machine learning libraries such as scikit-learn
- Excellent communication skills
- Strong analytical and problem solving skills
Preferred Qualifications
- Bachelor's degree in a relevant technology field
- Experience with cloud environments
Top Skills
Java
NoSQL
Python
R
Rdbms
Rest Api
Scikit-Learn
TensorFlow
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