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.
Unlock the potential of remote work in Kazakhstan, giving you the flexibility to work from home or access our offices in Astana, Almaty or Karaganda.
#LI-DNI#July-Referral-Digest-KZ#LI-DM7
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 production 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
- We connect like-minded people: :
- Delivering innovative solutions to industry leaders, making a global impact
- Enjoyable working environment, whether it is the vibrant office or the comfort of your home
- Opportunity to work abroad for up to two months per year
- Relocation opportunities within our offices in 55+ countries
- Corporate and social events
- We invest in your growth: :
- Leadership development, career advising, soft skills and well-being programs
- Certifications, including GCP, Azure and AWS
- Unlimited access to LinkedIn Learning, Get Abstract, O'Reilly, Cloud Guru
- Free English classes with certified teachers
- Discounts in local language schools, including online courses for the Kazakh language
- We cover it all: :
- Participation in the Employee Stock Purchase Plan
- Monetary bonuses for engaging in the referral program
- Comprehensive medical & family care package
- Six trust days per year (sick leave without a medical certificate)
- Coverage of psychology sessions of your choice
- Benefits package (sports activities, a variety of stores and services)
EPAM Kazakhstan is a team of technologists and innovators united by a passion for technology. Today, we operate across all cities with offices in Astana, Almaty, and Karaganda and work with the world's leading companies from different industries. In 2023, EPAM Kazakhstan received the Export Excellence Award at the esteemed Digital Bridge Awards, showcasing our commitment to excellence and innovation.
