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Are you a Senior Machine Learning Engineer passionate about making a significant impact in the tech industry? We are seeking an individual with comprehensive knowledge in machine learning and data engineering who is ready to develop and implement groundbreaking models.
In this role, you will work alongside diverse teams to engineer strategic solutions beyond machine learning. Our workspace champions innovation and offers a supportive environment that promotes growth.
If you thrive on solving complex problems and delivering impactful results, we encourage you to apply and join us.
Feel free to work remotely from anywhere across Latvia or connect with colleagues at our Riga office.
Responsibilities
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.
With offices in 55+ countries, EPAM has grown in Latvia to over 130+ talented innovators in 2 years. We foster creativity and unconventional ways of doing things, welcoming like-minded professionals to join us.
In this role, you will work alongside diverse teams to engineer strategic solutions beyond machine learning. Our workspace champions innovation and offers a supportive environment that promotes growth.
If you thrive on solving complex problems and delivering impactful results, we encourage you to apply and join us.
Feel free to work remotely from anywhere across Latvia or connect with colleagues at our Riga office.
Responsibilities
- Convert machine learning models and algorithm prototypes into production-ready optimized ML pipelines
- Contribute to ML pipeline design and development, including validation and cold start problems, A/B tests, feedback loop, etc
- Create and maintain ML pipeline steps
- Optimize/tune ML models and ML pipelines to meet production environment requirements
- Automate key parts of CI/CD pipelines for ML pipelines
- Collaborate with data scientists to fine-tune and optimize models
- Write specifications, documentation and user guides for developed solutions
- Integrate ML models into existing software systems or create new applications
- Allocate activities to junior ML engineers and bring tasks to closure
- Improve coding practices, support code reviews and introduce best practices for model management
- 5 years of production experience working in an MLE role
- At least one project delivered to production in an MLE role
- Expertise in engineering best practices
- Solid knowledge of Machine Learning fundamentals
- Background in integrating ML models into complex data-driven systems
- Familiarity with the Python ML ecosystem
- Proficiency in at least one major Cloud Provider such as AWS, GCP and Azure
- Experience with one of the MLOps-related platforms/technologies such as AWS SageMaker, Azure ML, GCP Vertex, Databricks MLFlow, Kubeflow or TensorFlow Extended
- Competency in the Apache Spark Ecosystem
- Expertise in LLM/GenAI
- Outstanding career development roadmap to accelerate your journey
- Engineering community of industry’s top professionals
- Certification and mentoring programs, training, and unlimited access to LinkedIn Learning
- Innovative solutions delivery to the world’s industry leaders
- Regular assessments and salary reviews
- Bonuses for participating in the referral program
- Flexible schedule and opportunity to work remotely from any place in Latvia
- Friendly team and enjoyable working environment
- Relocation within offices in 50+ countries with throughout support for you and your family
- Four trust days a year (sick leave without a medical certificate)
- High-quality medical services in terms of corporate health insurance
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.
With offices in 55+ countries, EPAM has grown in Latvia to over 130+ talented innovators in 2 years. We foster creativity and unconventional ways of doing things, welcoming like-minded professionals to join us.
Key Skills
Ranked by relevance
aws
gcp
cloud
mlops
spark
apache
mlflow
python
kubeflow
prototypes
tensorflow
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- Posted
- Oct 10, 2024
- Type
- Full-time
- Level
- Mid-Senior
- Location
- Latvia
- Company
- EPAM Systems
Industries
Software Development
IT Services
IT Consulting
Categories
Engineering
Information Technology
Related Jobs
3 roles aligned with this opportunity
View Job Details
Related
Senior Data & Machine Learning Engineer (all genders)
2026-05-21
Full-time
Not Applicable
Austria
IT Services
Engineering
View Job Details
Related
Full-stack .NET Software Engineer (React/Angular)
2026-05-27
Full-time
Associate
Ukraine
Software Development
Information Technology
View Job Details
Related
Lead AI Engineer
2026-05-26
Full-time
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Turkey
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Information Technology