Senior Software Engineer - Python/AI/ML
Senior Software Engineer - Python/AI/ML
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Job Description
Develop and maintain scalable secure AI and machine learning applications utilizing Python machine learning frameworks (e.g. TensorFlow PyTorch) and cloud services
Design and implement machine learning models and algorithms to support various AI-driven client applications with a focus on user interface interactions and AI-driven features.
Integrate third-party AI/ML APIs and services to existing web applications.
Promote a data-driven and machine learning approach with a commitment to delivering valuable AI enhancements consistently.
Deep understanding of LLMs(open source). We focus on a wide variety of NLP use cases including writing assistance summarization and concept extraction.
Lead and participate in NLP and computer vision model development providing constructive feedback to foster a culture of continuous improvement among team members
Qualification
Bachelors degree in Computer Science or a related field.
Proven experience as a Machine Learning Engineer with at least 4 years of experience.
Active coder with proficiency in Python 3.x strong Object-Oriented Programming (OOP) skills and familiarity with modern Python features.
Proven experience in Natural Language Processing (NLP) and Computer Vision (CV).
Required Skills
In-depth knowledge of essential Python libraries such as numpy pandas scikit-learn TensorFlow PyTorch Keras Transformers and others relevant to machine learning.
Competence in working with cloud environments (AWS Azure GCP Databricks) and Linux including Lambda/Serverless SQS SNS S3 and EC2.
Experience deploying Transformer-based models into production.
Proficiency in Django or Flask is a huge plus.
Strong expertise in source control code review and repository management using Git.
Familiarity with software engineering principles and design patterns including Dependency Injection SOLID Service Containers and Providers.
Experience with containerization technologies like Docker.
Proficiency in building highly distributed eventually consistent AI systems.
Familiarity with microservices architecture and message broker systems.
Expertise in various machine learning testing methodologies including unit testing integration testing performance testing and load testing.
Knowledge of data visualization monitoring and alerting concepts along with relevant tooling.
Excellent knowledge of Relational Databases SQL and ORM technologies such as SQLAlchemy.
Knowledge of LLMs including fine-tuning and deployment integration with web applications..
Required Experience:
Senior IC
Employment Type
Full-Time
