Backend Developer AI-ML

March 19

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Divelement

People Humanizing Technology.

51 - 200

Description

• Lead the design and implementation of sophisticated backend systems focusing on AI/ML and LLM applications, employing Python, Django, and Django Rest Framework. • Spearhead the integration and deployment of open-source LLMs, leveraging platforms for efficient model training and deployment. • Work in tandem with AI research team to incorporate generative AI solutions, particularly those associated with OpenAI, into product and service portfolio. • Utilize PyTorch for development and enhancement of AI/ML models, ensuring they are performant and scalable. • Oversee management of containerized applications via Docker, facilitating smooth deployment and scalability across diverse environments. • Design and sustain a secure, resilient AWS cloud infrastructure, utilizing an array of services to support infrastructure needs effectively. • Monitor and refine application/system performance, addressing bottlenecks and implementing optimizations for ongoing advancement. • Stay abreast of latest in AI/ML, open-source LLMs, generative AI, and cloud technology trends to propel innovation in projects. • Work closely with Project Managers and other stakeholders to deliver projects on time and within scope. • Contribute to organization’s code quality best practices. • Keep up-to-date with industry trends and developments.

Requirements

• At least 5 years of backend development expertise, with a significant focus on Python, Django, and Django Rest Framework. • Demonstrable experience with AI/ML technologies, especially in deploying and optimizing LLMs and generative AI models. • Proficiency in PyTorch, with an understanding of additional AI/ML frameworks and libraries. • Familiarity with open-source LLM platforms and the OpenAI ecosystem. • Deep knowledge of Docker and AWS cloud services, including but not limited to EC2, ELB, S3, Cloudfront, Cloudwatch, IAM, CodeDeploy, CodePipeline, ACM, WAF, and RDS. • Bachelor’s degree in computer science, engineering, or a related field or equivalent experience. • Must embody Integrity, Ownership, and Accountability. • Strong time-management and organizational abilities. • Strong coding skills. • Ability to delegate. • Analytical thinking. • Forward-thinking and innovative problem-solving. • Excellent verbal communication in English.

Benefits

• Remote-first work environment • Competitive compensation based on location, experience, exposure, & skills • Autonomy and accountability • Paid Time Off (PTO) • Holidays • Medical benefits

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