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Machine Learning/Artificial Intelligence Data Scientist Intern At AECOM

Location: Mississauga, Ontario

Job Description

AECOM is actively seeking a highly motivated Machine Learning/ Artificial Intelligence Data Scientist Intern for employment in the Mississauga, ON office. AECOM is searching for candidates that has the ability to be a role model, be client-focused, be impactful and be decisive. The ideal candidate will have experience in dealing with large image and video datasets used as sources for object detection and automation. The candidate will use Machine Learning (ML) and Artificial Intelligence (AI) algorithms to automate the detection and classification of defects/anomalies in images/videos. The candidate will have strong experience using a variety of data mining/data analysis methods by utilizing several data tools, developing and implementing models, and using algorithms to tackle technical problems. The candidate will have an integral role in defining, designing, implementing and evaluating different AI methodologies to successfully attain the automation product. The candidate will have an excellent understanding of programming languages such as Python, JSON, JavaScript and R and recommend/develop post processing methodologies to complete the automation process.

Imagine working on rewarding projects within a diverse culture and having access to exceptional training and career development opportunities. Working at AECOM means being part of a global team, working with award-winning professionals across the world. Aspire to be a key player on some of the best projects regionally, with opportunities to work on projects nationally or internationally. Our people bring deep industry knowledge to help you succeed.

The responsibilities of this position include, but are not limited to:

+ Under direct or general supervision, may complete scientific assignments of limited complexity.

+ May assist in the training and evaluation of assigned scientific personnel.

Minimum Requirements

+ HS + 2 YORE or demonstrated equivalency of experience and/or education

Preferred Qualifications

+ 3rd year student in pursuit of a degree in Computer Science or Computer Engineering

+ Focus on machine learning, object detection and artificial intelligence

+ Ability to quickly adapt and understand the technical problem

+ Extensive knowledge in machine learning, artificial intelligence, and optimization models

+ Significant interest in utilizing machine learning, artificial intelligence, and optimization models in the field of civil infrastructure

+ Strong knowledge and application of machine learning libraries such as Numpy, Scipy, Sckikit-learn, TensorFlow, Keras, Pandas, Matplotlib or any others with similar utilization and application in the domain of automation and machine learning.

+ Ability to apply automated post-processing methodologies on images and Regions of Interest to extract information

+ Develop custom data models and algorithms to apply datasets

+ Knowledge in statistical and data mining techniques including Random Forest, Regression, Boosting, Trees, Clustering, etc.

+ Ability to visualize results and data to multiple stakeholders

+ Strong mathematical background

+ Ability to evaluate the model performance and monitor the training process aimed at enhancing accuracy and precision

+ Understanding of Convolutional Neural Networks (CNNs) including implementation and utilization

+ Ability to work with video and image data

+ Ability to work with distributed training in the cloud

+ Excellent written and verbal communication skills

+ Strong knowledge in coding mainly Python and experience querying databases and utilizing languages including R, SLQ, etc.

+ Although AECOM will provide the required introduction of the problem to describe the anomalies and regions of interest of the successful candidate, a candidate possessing knowledge in civil infrastructure or any similar to the problem statement of the project is preferred.

What We Offer

When you join AECOM, you become part of a company that is

pioneering the future . Our teams around the world are involved in some of the most cutting-edge and innovative projects and programs of our time, addressing the big challenges of today and shaping the built environment for generations to come. We ensure a workplace that encourages growth, flexibility and creativity, as well as a company culture that champions

inclusion, diversity and overall

employee well-being through programs supported by company leadership. Our

core values define who we are, how we act and what we aspire to, which comes down to not only

delivering a better world , but working to "make amazing happen" in each neighborhood, community and city we touch. As an Equal Opportunity Employer, we believe in each person's potential, and we'll help you reach yours.