Our Client Currently looking for Senior Software Engineer III – AI/ML Models

JOB RESPONSIBILITY :

– Develop and maintain microservice architecture and API management solutions using REST and gRPC for seamless deployment of AI solutions.

– Collaborate with cross-functional teams, including data scientists and product managers, to acquire, process, and manage data for AI/ML model integration and optimization.

– Design and implement robust, scalable, and enterprise-grade data pipelines to support state-of-the-art AI/ML models.

– Debug, optimize, and enhance machine learning models, ensuring quality assurance and performance improvements.

– Familiarity with tools like Terraform, CloudFormation, and Pulumi for efficient infrastructure management.

– Create and manage CI/CD pipelines using Git-based platforms (e.g., GitHub Actions, Jenkins) to ensure streamlined development workflows.

– Operate container orchestration platforms like Kubernetes, with advanced configurations and service mesh implementations, for scalable ML workload deployments.

– Design and build scalable LLM inference architectures, employing GPU memory optimization techniques and model quantization for efficient deployment.

– Engage in advanced prompt engineering and fine-tuning of large language models (LLMs), focusing on semantic retrieval and chatbot development.

– Document model architectures, hyperparameter optimization experiments, and validation results using version control and experiment tracking tools like MLflow or DVC.

– Research and implement cutting-edge LLM optimization techniques, such as quantization and knowledge distillation, ensuring efficient model performance and reduced computational costs.

– Collaborate closely with stakeholders to develop innovative and effective natural language processing solutions, specializing in text classification, sentiment analysis, and topic modeling.

– Design and execute rigorous A/B tests for machine learning models, analyzing results to drive strategic improvements and decisions.

– Stay up-to-date with industry trends and advancements in AI technologies, integrating new methodologies and frameworks to continually enhance the AI engineering function.

– Contribute to creating specialized AI solutions in healthcare, leveraging domain-specific knowledge for task adaptation and deployment.

QUALIFICATION :

– Minimum education : Bachelors degree in any Engineering Stream

– Specialized training, certifications, and/or other special requirements : Nice to have

– Preferred education : Computer Science/Engineering.

EXPERIENCE :

– Minimum relevant experience – 6+ years in AI Engineering

– Preferred total experience – 8 years

Are you interested in this position?

Apply by clicking on the “Apply Now” button below!

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