305 King St W
Suite 1100
Kitchener, ON N2G 1B9
Canada
Senior Machine Learning Engineer Remote
Senior Machine Learning Engineer Description
We are seeking a Senior Machine Learning Engineer with expertise in implementing Python-based data applications in AWS.
You will be responsible for building and deploying CI/CD pipelines for Natural Language Processing and LLM-based applications, ideally using LLM orchestration frameworks. Your experience in the evaluation and monitoring of LLM-based applications will be crucial for the success of our projects.
#LI-DNI
Responsibilities
- Collaborate with internal teams to design and implement Python-based data applications in AWS
- Build and deploy CI/CD pipelines for Natural Language Processing and LLM-based applications
- Evaluate and monitor LLM-based applications for performance and accuracy
- Develop and deploy GenAI applications for language modeling
- Contribute to the design and implementation of MLOps / AIOps for efficient ML model deployment and management
- Utilize SQL for data querying and manipulation
- Stay updated with the latest developments in the field of Machine Learning Engineering
Requirements
- At least 3 years of experience in Machine Learning Engineering with a strong focus on Python-based data applications in AWS
- Proven track record of building and deploying CI/CD pipelines for Natural Language Processing and LLM-based applications
- Solid understanding and practical experience with MLOps / AIOps for efficient ML model deployment and management
- Proficiency in SQL for data querying and manipulation
- Experience in developing and deploying GenAI applications for language modeling
- Familiarity with LangChain and/or Llama-index for LLM orchestration
- Ability to evaluate and monitor LLM-based applications for performance and accuracy
- Fluency in English language (B2+ or higher) for effective communication within the team and with stakeholders
Nice to have
- Experience in LLM Application Development and Deployment
- Knowledge of LLM Orchestration Frameworks such as Langchain, llama-index, or HuggingFace
- Previous industry experience in Life Sciences & Healthcare
We offer
- CONTINUOUS UPSKILLING, LEARNING & DEVELOPMENT:
- Diversity of tasks and projects
- Assessment center for objective review of competency level
- Personal development plan
- Mentoring programs and leadership development
- Certification and professional development support
- Access to learning platforms including more than 2,500 internal courses and the LinkedIn Learning library with 20,000+ courses
- English courses taught by certified teachers
- CORPORATE BENEFITS:
- Extra leave days
- Referral bonuses
- COMPENSATION PACKAGE:
- Competitive compensation paid in USD
- Regular salary and performance reviews
- MEDICAL & HEALTHCARE:
- Private health insurance
- Well-being events
- WORKING ENVIRONMENT:
- Recreation areas and kitchens
- Tea, coffee, and snacks
- Well-being events
- Sports equipment and game consoles
- IT Equipment
- Microsoft's Software Assurance Home Use Program (HUP)
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.
