Junior Software Engineer in Algorithms & Optimization
Junior Software Engineer in Algorithms & Optimization
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Job Description
This is an opportunity in the exciting and fast-growing transportation technology industry. Public transit is being transformed from a system of static scheduled fixed-routes to a dynamic on-demand network and you will be one of the pioneers shaping this transformation.
As the newest member of our Algorithms & Optimization team you will contribute to the complex suite of algorithms that power RideCos core ridesharing platform. The ideal candidate must possess a sound grasp of Algorithms and Data Structures strong critical thinking and reasoning skills and the ability to produce readable maintainable and working software programs from abstract concepts and ideas. You will thrive in a small-team environment with fast-paced agile iterations where every developer contributes code that delivers a meaningful impact to our customers and the company.
Your day-to-day responsibilities will include:
At RideCo you will be switching hats between Software Engineer and Data Scientist depending on the problem at hand.
As a Software Engineer you will:
- Contribute to a distributed platform architecture design for smart partitioning of the problem space caching mechanisms and microservices.
- Build systems to intelligently automate manual bottlenecks in service rollouts.
- Expand the systems capabilities to new features and use-cases while maintaining a high level of performance.
- Work with the team to convert prototypes for novel optimization algorithms into a production-ready and deployable product.
- Build tools to gain greater visibility into the performance of our optimization engine.
As a Data Scientist you will
- Enhance the accuracy of the ETAs in RideCos real-time traffic forecasting system.
- Analyze ridership data to develop models to predict ride-demand which will be used to reposition RideCos fleet of vehicles.
- Fine-tune the hyperparameters in RideCos Optimization algorithms to extract greater value from the system.
Your playground / what youll learn:
At RideCo youll get a chance to play learn and build with the following tools and technologies and as part of a cross-functional team that is the worlds foremost innovator in on-demand transit software.
- Languages: Python Rust JavaScript / Typescript (Angular)
- Web Stack: Django Flask Gunicorn Nginx
- Mobile: Ionic hybrid apps for Android and iOS
- Logistics Engine: algorithms for real-time vehicle routing Optimization
- Mapping/Routing: OpenStreetMap Open Source Routing Machine Traffic forecasting algorithms
- Infrastructure: AWS Terraform Redis PostgreSQL Celery RabbitMQ
- Health/Monitoring: AWS CloudWatch Prometheus Grafana Elasticsearch Logstash Kibana
- Development Processes: Agile CI/CD Jenkins zero-downtime software updates
Qualifications and Experience:
Required:
- A deep and intuitive understanding of Algorithms and Data Structures.
- Ability to process assimilate and explain complex and abstract concepts from research publications.
Preferred:
Specialized knowledge. Seeking candidates with expertise in two or more of the following:
- Combinatorics and Discrete Optimization
- Online Algorithms
- Data Science / Machine Learning
- Open Street Maps or Open Source Routing Machine
- Distributed computing / Web Scale architectures.
Education:
A Bachelors degree in Computer Science Software Engineering or related technical discipline.
Compensation and Benefits:
- Base Salary:$80 - $100K performance-based bonus or stock options.
- Work-Life Balance & Additional Perks:Flex-time work schedules vacation time bi-weekly catered lunches social events casual dress code
- Benefits Plan: Medical dental prescription life/health spending accounts and more
- Work Environment:Locatedin KWs most desirable work space in the heart of Uptown Waterloo
- Commuter Program:Complimentary rides to and from workin Waterloo Region
Who we are:
RideCo powers on-demand transit. Public transit agencies and fleet operators use RideCos cloud-based software platform to provide on-demand shared rides in dynamically routed buses and vans. RideCo is growing rapidly and it is the most adopted on-demand paratransit and microtransit software among the 10 largest cities in the United States. Our marquee clients include Philadelphias SEPTA San Antonio Metro and Houston Metro.
RideCos software powers a diverse range of use cases including paratransit residential/ suburban travel; first-mile-last-mile connections for transit hubs; and corporate employee transportation. The success of these services is supported by the industrys best customer service including a 95% plus customer retention rate. We are investing to scale up and capture the growing demand for on-demand shared rides solutions.
RideCo is proud to be an equal-opportunity employer. We hire the best talent and strive to build a meritocratic accordance with the Accessibility for Ontarians with Disabilities Act accommodations are available upon request for candidates taking part in all aspects of the selection process. If you require special accommodation to complete any portion of the application or interview process please mention this in your application. #Li-Hybrid
Required Experience:
Junior IC
Employment Type
Full-Time
