AI Research Scientist

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

We are looking for research scientists working in the areas of artificial intelligence and machine learning, reinforcement learning, computer vision, robotics, optimization, and/or multi-agent systems. As part of a fundamental research group, our innovations are expected to support R&D in the domains of autonomous driving, robotics, network control, enterprise supply chain management, data center and cloud facility optimization, and chip design. By joining our lab, you will have the chance to work on real world problems with industry funding. Our work will contribute to pushing the edge of technology innovation and we expect to publish our research results at top conferences. Collaboration, communication and curiosity will be key to your success. Sound like fun?

Responsibilities

Working closely with other research scientists, research engineers, and research interns, you will:

• Use your passion and out of the box thinking to collaborate with a team of researchers?
• Design state-of-the-art AI solutions and machine learning algorithms
• Evaluate solutions with common benchmarking suites and with internal simulation environments & data sets

Qualifications

• PhD in computer science or related fields with a focus on reinforcement learning & decision making.
• Papers at relevant conferences such as NeurIPS, ICML, ICLR, AAAI, IJCAI, AAMAS, ICRA, RSS, etc.
• In-depth hands-on experience in Python, C/C++, R, Julia, TensorFlow, PyTorch, Keras, etc. and a track record of translating ideas into research prototypes quickly.
• Working or internship experience at industry research labs or technology companies a plus.
• Experience building large scale machine learning solutions for decision making, planning, reasoning, robotics, operations research, or multi-agent systems an asset