305 King St W
Suite 1100
Kitchener, ON N2G 1B9
Canada
Middle Machine Learning Engineer Remote
Middle Machine Learning Engineer Description
We are seeking a Middle Machine Learning Engineer to join our dynamic team.
This role requires a professional with a blend of machine learning and data engineering skills who is ready to develop and implement transformative models. As part of our team, you will work alongside a diverse group of professionals, crafting innovative solutions and making significant contributions to the tech industry.
If you are passionate about solving complex problems and delivering impactful results, we invite you to apply and join us.
This position offers hybrid setup with the flexibility to work from any location in Montenegro, whether it's your home or our dynamic offices in Herceg-Novi and Podgorica.
#LI-HK1
Responsibilities
- Contribute to the ML Pipeline development (all steps from data ingestion to inference)
- Create and maintain ML pipeline steps
- Assist in the ML prediction endpoint implementation
- Configure MLOps tools
- Write specifications, documentation and user guides for developed ML pipelines
Requirements
- At least 3 years of production experience working as an MLE, automating ML model pipelines
- Solid understanding of AI/ML lifecycle phases
- Practical knowledge of at least one of the major Cloud Providers such as AWS, GCP and Azure
- Proficiency in at least one CICD technology stack (e.g., git, GitHub, GitHub Actions, Docker, etc.)
- 2+ years of experience working in cross-functional teams on commercial projects using agile methodologies such as Scrum, Kanban, Lean or SAFe
Nice to have
- Familiarity with the MLOps related platform/technology such as AWS SageMaker, Azure ML, GCP Vertex AI / AI Platform, Databricks MLFlow, Kubeflow, Airflow, TensorFlow Extended
- Competency in the Apache Spark Ecosystem
- Expertise in LLM/GenAI
We offer
- Engineering Heritage.
- Best-in-class experts sharing a culture of engineering excellence and tackling complex engineering challenges for over 30 years
- Advanced Tech Stack.
- Innovative projects where you can apply or enhance your expertise in Cloud, Data, AI, and other emerging technologies
- World-Class Clients.
- Work closely with 295+ of the Forbes Global 2000 on creating disruptive solutions that make a global impact
- Professional Growth.
- Exceptional support for career development with comprehensive resources for upskilling or reskilling in pioneering practices
- GenAI Community.
- Strong AI competencies with 600+ experts across 55+ locations driving GenAI-enabled transformation journeys
- Entrepreneurial Culture.
- If you're passionate and dedicated to improving business transformation, we provide the support you need to bring your ideas to life
- Hybrid Setup.
- The flexibility to work from any location in Montenegro, whether it's your home or our dynamic offices
- Other Benefits.
- Corporate health insurance and the possibility of buying private health insurance for the family at a corporate price
EPAM is a leading global provider of digital platform engineering and development services. For over 30 years, our team has helped leading brands navigate the waves of digital transformation, building solutions that help them stay competitive through constant market disruption.
