Sr. Machine Learning Mobile Engineer
Toronto, Montreal
Applications have closed
Appnovation Technologies
Appnovation is a full service digital consultancy specializing in the design, development and support of engaging user experiences.Appnovation helps brands thrive through innovative, people-inspired experiences and solutions. By embracing the powerful combination of technology and agility, we seamlessly integrate strategy, experience, design, development and analytics.
We create standout digital experiences by collaborating with brands to understand the individual challenges and goals for every initiative. Focusing on our clients’ customers, we effectively combine empathy, evidence and real-world insight so that solutions are derived from truth and meaning. Appnovation is an award-winning team dedicated to inspiring possibility.
QUALIFICATIONS:
- 5+ years of experience with ML algorithms
- Experience with ML tools (e.g. PyTorch, TensorFlow)
- Experience bridging C++ algorithms to mobile platforms
- Experience deploying pre-trained ML models to mobile device platforms
- Experience with AI, Deep Learning and/or NLP
- Experience in running ML on device
- Experience working on iOS and Android platform to accommodate pretrained ML models
- Experience developing in Python
- Experience with Git
- Understanding of CI/CD pipelines, Github actions and Jenkins or Travis CI.
- Understanding of agile principles and methodologies
YOU WILL HAVE AN OPPORTUNITY TO:
- Integrate ML algorithms (pre-trained models) into existing app architectures.
- Support ML algorithm updates and release cycles.
- Write product or system development code.
- Participate in, or lead design reviews with peers and stakeholders to decide amongst available
- technologies.
- Review code developed by other developers and provide feedback to ensure best practices
- Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.
WHO YOU ARE:
- You think about how to scale, automate and operate, not just how to build a solution to an immediate problem
- You understand lean thinking
- You set high standards for code quality, performance/scalability and security and seek continuous improvement
- You have solid analytical, problem solving and decision-making skills
- You have customer first mindset and a devotion to customer service
- You engage and build positive internal and external client relationships, while managing multiple initiatives, often with competing priorities
- You have strong self-initiative, passion, interpersonal, oral and written communication and collaboration skills with the ability to work, influence and make an impact in a cross-functional environment with all levels of the organization
- You are responsive and thrive in a fast-paced diverse high-performance environment with rapidly changing business needs
- You actively seek out things outside your comfort zone with the ability to rapidly learn and take advantage of new concepts, business models, and technologies
- You have prior experience in consulting
- Prior experience in the Life Sciences industry is preferred
Accommodations are available upon request throughout the recruitment process.
Tags: Agile Architecture CI/CD Consulting Deep Learning Git GitHub Machine Learning ML models NLP Pipelines Python PyTorch Security TensorFlow
Perks/benefits: Career development
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