1-3 Years

Job Description:

Responsibilities

• Apply latest developments in deep reinforcement learning to advance capabilities of autonomous systems
• Create OpenAI- Gym like environments for web and mobile applications
• Re-purpose OpenAI and DeepMind RL algorithms
• Understand and formulate solutions for hard RL problems for discrete action spaces.
• Experience in Computer Vision, Image Processing, Image/Video Analytics, Object Detection, etc.
• Expertise in prototyping deep reinforcement learning and computer vision solutions
• Ability to create multi-agent systems.
• Collaborate with the team (product owner, designers and other developers) and customers to holistically understand business and user requirements, and derive adequate application development concepts
• Build and evaluate algorithms for test optimization based on user behavior or statistical optimization.

Position Requirements

Formal Education & Certification

Bachelor’s/Master’s degree in computer science, Mathematics, Machine Learning or a related field, or equivalent experience.

Knowledge & Experience

• Expert in Python
• Up to date with the latest advancements in reinforcement learning. Specifically, on OpenAI Gym, Self Play, Multiagent systems
• Proficient in any of the deep learning frameworks such as PyTorch, Tensorflow, Keras
• Track record of developing novel learning algorithms and/or systems
• Experience in productionizing deep learning systems.
• Self-learner with a proven aptitude for acquiring knowledge and skills.
• Decent knowledge on UI technologies based on Javascript.
• Experience with creating, pre-processing data sets for computer vision applications
• Ability to initiate and drive projects to completion with minimal guidance
• Ability to communicate the results of analysis
• Highly effective time management, communication, and organizational skills.
• Commitment to personal growth and continuous learning.

Personal Attributes

• Proven analytical and problem-solving abilities.
• Ability to effectively prioritize and execute tasks in a high-pressure environment.
• Strong interpersonal and oral communication skills.
• Skilled at working within a team-oriented, collaborative environment.
• Unrelenting determination and results-oriented.
• Ability to present ideas and solutions in business-friendly and user-friendly language.
• Highly self-motivated and self-directed.
• Keen attention to detail.