Senior Machine Learning Engineer

3 Lý do để gia nhập công ty

• Work closely with intl members, stakeholders
• Your work will be critical to shaping the solution
• Work remotely with challenging projects

Mô tả công việc

About the Role:

We are seeking a talented and experienced Senior Machine Learning Engineer to join our core team, focusing on researching, developing, and deploying groundbreaking AI products and Solutions. This pivotal role spans the entire AI product development lifecycle, from ideation, architectural design, model building, to operationalization and optimization in a production environment. You will be primarily responsible for the quality, performance, and scalability of our machine learning systems.

Responsibilities:

Working time: Monday to Friday - 9am to 6pm with an hour break for lunch.

1. AI Product Development and Architecture:
   • Lead the design, development, and optimization of advanced machine learning models for a wide range of Industries and Applications. 
   • Architect scalable and high-performance ML systems, ensuring seamless integration into existing product architecture and cloud infrastructure. 
   • Research, evaluate, and apply the latest machine learning and deep learning algorithms and techniques to enhance product performance and features. 
2. MLOps Deployment and Operations (Production-Focused): 
   • Design, implement, and maintain end-to-end automated MLOps pipelines to bring ML models into production environments (CI/CD for ML). 
   • Ensure the stability, performance, security, and scalability of ML services in a live environment.
   • Set up and manage monitoring and alerting systems to track model performance, data drift, and other key metrics.
   • Proactively troubleshoot issues, optimize resources, and ensure continuous uptime of ML systems. 
3. Research & Innovation:
   • Conduct experiments and A/B tests to determine the eff ectiveness of new models and features.
   • Explore and propose innovative AI solutions to complex business problems and enhance product value.
   • Drive the adoption of best practices in machine learning engineering, MLOps, and code quality within the team. 
4. Technical Leadership and Mentorship:
   • Provide technical guidance, mentorship, and development support to junior machine learning and software engineers.
   • Participate in in-depth code reviews, ensuring quality and consistency.
   • Contribute to building the technology roadmap and strategy for the AI product. 
5. Cross-functional Collaboration:
   • Work closely with Product Managers, Data Scientists, Software Engineers, and other stakeholders to translate product requirements into feasible technical solutions. 
   • Effectively communicate technical decisions, progress, and results to both technical and non-technical audiences.

Yêu cầu công việc

Qualifications:

• At least 05-10+ years of hands-on experience as a Machine Learning Engineer, leading or making significant contributions to complex AI/ML projects.
• Extensive experience in designing, developing, and deploying production-grade AI solutions.
• Proven experience designing and implementing ML/AI solutions on Azure and AWS cloud platforms.
• Deep proficiency in Python and related libraries (NumPy, Pandas, Scikit-learn).
• Strong understanding of software architecture, distributed system design, and clean coding principles.
• In-depth experience with at least one of the deep learning frameworks such as TensorFlow, PyTorch, Keras.
• Proficiency in SQL and experience working with database systems (relational and/or NoSQL).
• Experience with big data technologies (e.g., Apache Spark, Kafka) and building ETL/ELT pipelines is a plus.
• Proficiency with MLOps tools and practices (e.g., MLfl ow, Kubefl ow, Docker, Kubernetes, CI/CD pipelines) to ensure scalability, reliability, and automation.
• Experience setting up and managing monitoring systems (Prometheus, Grafana) for AI models in production.

You will be successful if you have:

• Good at English to work in an international environment;
• Strong written and verbal communication;
• Be able to communicate complex concepts clearly and persuasively;
• Strong analytical mindset;
• Strong leadership and mentoring skills, with a passion for helping others grow and succeed;
• Highly organized allow you to manage a wide range of tasks;
• Exceptional attention to detail;
• Excellent interpersonal skills to work with a wide range of people;
• Excellent time management drives to deadlines/timeliness;
• Able to work independently and follow processes/procedures;
• Proactively seeks out ways to improve and drive customer satisfaction;
• Passionate, energetic, and enthusiastic.

Tại sao bạn sẽ yêu thích làm việc tại đây

There are a lot of reasons why you will want to work here:

• Work remotely
• Competitive salaries
• Opportunity to lead and empower a talented team
• Team building activities
• Company Trip
• Referral Bonus
• Special 5 year / 10 year Anniversary Award
• Collaborative and supportive work environment with a focus on personal and professional growth
• Continuous learning and development opportunities to stay ahead of the curve
• Chance to make a significant impact on the company's success and shape the future of our products. You will be critical to not just developing the solutions, but helping to shape and define them as well. Your Input Matters!
• And much more!