Infinite Computer Solutions - Dallas, TX

posted 7 days ago

Full-time - Mid Level
Dallas, TX
Professional, Scientific, and Technical Services

About the position

The Machine Learning Engineer role focuses on designing and implementing Generative AI applications specifically for Telecom Network scenarios. The position requires a seasoned Technical Architect who can lead projects from proof-of-concept to full-scale deployment, ensuring scalable and reliable AI solutions across multi-cloud platforms.

Responsibilities

  • Architect and design scalable, reliable, and high-performance AI solutions leveraging multi-cloud platforms.
  • Develop and implement Generative AI models and algorithms, including LLM models like Falcon and Llama2, as well as Google and OpenAI models.
  • Productionize models including model training, deployment, serving, and monitoring.
  • Optimize Generative AI models for performance, scalability, and efficiency.
  • Conduct consultations with clients to understand their business goals and challenges.
  • Act as a trusted advisor on how Gen AI solutions can enhance business processes.
  • Develop prototypes and proof of concept demonstrations to showcase proposed Gen AI solutions.
  • Iterate on prototypes based on client feedback and technical feasibility.

Requirements

  • Proven track record of successful project deliveries in diverse tech environments.
  • Hands-on experience with Generative AI models and algorithms.
  • Proficiency in programming and scripting languages such as Python, C/C++, Java, and JavaScript.
  • Experience with structured and NoSQL databases like Oracle, PostgreSQL, and MongoDB.
  • Knowledge of modernizing monolithic applications and migrating legacy apps to microservices architecture.
  • Familiarity with virtualization tools like VMware and Docker.
  • Experience with containerization tools such as Kubernetes and OpenShift.
  • Proficient in cloud platforms including AWS, Google Cloud Platform, and Microsoft Azure.
  • Experience with CI/CD tools like Jenkins and GitCI.

Nice-to-haves

  • Experience with AI language tools for job description generation.
  • Familiarity with model monitoring and optimization techniques.

Benefits

  • Collaborative work environment
  • Opportunities for professional development
  • Access to cutting-edge technology and tools
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