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Senior Data Scientist / Machine Learning Engineer with AWS

AT EPAM Systems
EPAM Systems

Senior Data Scientist / Machine Learning Engineer with AWS

Gavarr, Armenia

We are searching for a skilled Senior Data Scientist / Machine Learning Engineer to join our team, with a focus on finance-related machine learning processes.

Our candidate should have experience in data science, machine learning, MLOps and data engineering, enabling them to handle data at all stages of development.
This is a fully remote position that offers you the flexibility to work from any location in Armenia, whether it's your home or well-equipped offices in Yerevan or Gyumri.

#LI-DNI

Responsibilities

  • Collaborate with cross-functional teams to ensure successful implementation and maintenance of ML models
  • Conduct research and experiments with diverse data sets to enhance ML models' performance
  • Manage complex data workflows and develop domain expertise
  • Contribute to the improvement of end-to-end development processes and pipelines, from data collection to production deployment, including CI/CD processes
  • Stay updated with emerging technologies and industry trends in data science and AI
  • Support and mentor junior members of the team, fostering knowledge-sharing and growth
Requirements

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  • 4+ years of experience in data science, machine learning and MLOps
  • Ability to conduct research and experiments to improve the performance of AI/ML models
  • Hands-on project lifecycle experience, from business analysis to productization
  • Strong proficiency in Python development, version control (preferably Git) anddatabases with SQL (e.g., MS SQL, Snowflake)
  • Proficiency in AWS cloud platform (e.g., SageMaker, Step Functions, Glue, Lambda, SQS, ECS, S3, ECR, CloudWatch, IAM, MWAA)
  • Solid grasp of containers and orchestration tools (e.g., Docker, CI/CD)
  • English level: upper-intermediate or higher
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 and O'ReillyFree
    • English classes with certified teachers
  • We cover it all:
    • Participation in the Employee Stock Purchase Plan
    • Monetary bonuses for engaging in the referral program
    • Comprehensive medical & family care package
    • Four trust days per year for personal needs
    • Discounts for fitness clubs
    • Benefits package (hotels, restaurants, stores and services)
EPAM Armenia is a team of talented innovators united by a passion for technology. In 2014, we opened our first office in Yerevan, and now we have a second engineering hub in Gyumri. We've built a continuously learning organization that helps its employees rapidly advance their careers. Here you will work with the world's industry leaders, support impactful projects using the latest technologies, collaborate with multi-national teams, and have access to a wide variety of development opportunities.

Client-provided location(s): Armenia
Job ID: EPAM-epamgdo_blt3c8eadb1ef972fb1_en-us_Other_Armenia
Employment Type: Other