ML Application Engineer
Description For ML Application Engineer
Plusgrade is transforming the travel industry by partnering with over 200 companies across airline, hospitality, cruise, rail, and financial services sectors. As an ML Application Engineer, you'll join a dynamic team focused on developing innovative machine learning solutions. The role combines software engineering excellence with ML expertise, requiring you to design and implement scalable ML pipelines, manage production systems, and work closely with cross-functional teams. You'll be responsible for the full ML lifecycle, from development to deployment and monitoring. The position offers comprehensive benefits, flexible work arrangements, and the opportunity to impact the future of travel technology. The company culture emphasizes ambition, innovation, and collaboration, making it an ideal environment for those passionate about applying ML to solve real-world travel industry challenges.
Responsibilities For ML Application Engineer
- Design and develop scalable and robust ML pipelines for predictive data
- Productionize, scale, and productize cutting-edge machine learning solutions
- Design and develop robust processes to monitor production ML pipelines
- Support production systems to deliver batch and streaming real-time model predictions
- Participate in solution design and modeling
- Work with Product, Engineering, and Marketing teams
- Deploy models and evaluate their performance
- Manage model retraining, drift monitoring, pipeline automation
- Provide production support with OPS team
Requirements For ML Application Engineer
- Proven work experience with ML pipelines and ML-based Python application development
- Strong knowledge of software engineering principles and practices
- Experience with back-end component development
- Working knowledge of ML Ops principles and CI/CD
- Experience managing machine learning algorithm lifecycle
- Expertise with RESTful APIs
- Knowledge of data science principles
- Strong optimization and debugging skills
- Effective communication and collaboration skills
Benefits For ML Application Engineer
- RRSP/401(k) Matching/Pension Matching
- Comprehensive Health Plans
- Flexible Paid Time Off
- Travel Experience Credit
- Annual Wellness Credit
- Team Events and Monthly Lunches
- Home Office/Commuter Credit
- Work From Anywhere Program
- Parental Leave Top Up
- Adventure Pass
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