Outshift by Cisco is seeking to drive innovation and create new business opportunities by developing groundbreaking AI/ML products that solve future challenges. The role aims to lead the journey from conceptualization to product delivery, focusing on emerging technologies like Deep Learning and Generative AI.
Requirements
- 10+ years implementing Python code adhering to standard methodologies for maintainability, testing, and performance optimization in large-scale, critical systems
- 5+ years of recent experience developing end-to-end data science and pipelines solutions for ingesting, processing and transforming large volumes of data using ML frameworks like Pytorch and/or SensorFlow
- Experience contributing to solutions involving Natural Language Processing, Large Language Models, Deep Learning and other Generative AI techniques.
- Experience with all phases of machine learning model development, including designing, coding, benchmarking, and optimizing models for efficiency.
- MSc or PhD related to Machine Learning
- Knowledge of distributed systems, cloud-native software architectures, and related technologies.
- Experience in Computer Vision, Image Processing, and Edge Computing.
Responsibilities
- Lead the team for design, development, and testing of end-to-end Deep Learning and Generative AI products.
- Establish and fortify ML model monitoring capabilities, upholding the highest standards.
- Architect and deliver both prototype and production-grade code for innovative solutions.
- Design and Build CI/CD and ML/Data ops dev pipeline.
- Evaluate and enhance the performance of existing models to optimize efficiency and effectiveness.
- Stay up to date with the latest advancements in machine learning and apply them in developing innovative solutions.
- Conduct research and development into innovative AI/ML models using innovative tools and techniques, developing new algorithms and systems for reasoning and generating text, image, video, and audio.
Other
- BSc in Computer Science, Computer Engineering, Electrical Engineering, Statistics, or related fields.
- Excellent verbal and written communication skills, prior publication and presentation experience.
- Strong leadership experience for highly technical teams in fast-evolving production environments.
- 10 paid holidays per full calendar year, plus 1 floating holiday for non-exempt employees
- 80 hours of sick time off provided on hire date and each January 1st thereafter, and up to 80 hours of unused sick time carried forward from one calendar year to the next
