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Python Engineer (Machine Learning Engineering)

AT EPAM Systems
EPAM Systems

Python Engineer (Machine Learning Engineering)

Kragujevac, Serbia

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, diverse community to help you discover your fullest potential.

No less important is our applicants' safety, well-being, and experience. Therefore, until further notice, all EPAM employment interviews will be conducted remotely. Our recruitment professionals and hiring managers are standing by to ensure a robust and engaging virtual candidate experience. We look forward to speaking with you!

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The remote option applies only to the Candidates who will be working from any location in Serbia.

Description

We are looking for a Mid-level, Senior and Lead Python Engineers to strengthen our team.

What You'll Do
  • Participate in full-cycle application development: design, implement, test, and launch solutions in Python
  • Integrate with other clients' systems and applications
  • Communicate with the customer to clarify requirements
  • Help identify, escalate, and resolve any technical issues and problems that might occur
  • Be involved in a code review process
  • Be responsible for the implementation of different types of functionalities described in design documents
  • Drive the collaboration process with other team members
  • Additionally for Lead role:
    • Mentor and lead members of the development team
    • Lead and communicate project scoping, roadmap, architecture, discussions within development team
    • Coordinate plan and track tasks and activities
    • Ensure that the Agile team is capable of consuming stakeholder demand
What You Have
  • Minimum 2 years of software development experience
  • Good knowledge of Python
  • OOP and design patterns
  • Python coding standards and best practices
  • Experience with at least one direction: Data Governance, MLOps, Computer Vision, NLP (Natural Language Processing), LLM (Large Language Models) or Reinforcement Learning:
    • Experience with some of mentioned Computer Vision tools: EasyOCR, Tesseract, AWS Textract, Azure Computer Vision, Google OCR, PaddleOCR, MMOCR, YOLO, etc.)
    • Experience with some of mentioned related to NLP: tokenization, named entity recognition, classification, sentiment analysis, word embeddings (NLTK, spaCy, scikit-learn, transfomers, etc.)
    • Experience with some of mentioned Reinforcement learning tools: KerasRL, Pyqlearning, Tensorforce, RL_Coach, TFAgents, Stable Baselines, mushroomRL, RLlib, Dopamine, SpinningUp, garage, Acme, coax, SURREAL)
  • Relational (PostgreSQL, MySQL, ClickHouse, Snowflake, etc.) and Non-Relational databases (Hive, AWS Aurora, etc.)
  • Experience in one or more Cloud Technologies (AWS, GCP, Azure)
  • Experience with Message brokers (Kafka, RabbitMQ, AWS Kinesis, etc.)
  • Docker and Kubernetes
  • Good English communication skills
Nice to have
  • Experience with relational database management systems (AWS Redshift, etc.) is a plus
  • Experience with relational databases services (AWS Aurora, etc.) is a plus
We Offer
  • Diverse multicultural, multi-functional, and multilingual work environment
  • Global scope, international projects in different business domains: life sciences and healthcare, retail, and distribution, software and hi-tech, etc
  • Outstanding career development opportunities with a transparent career path and a roadmap to accelerate your journey
  • Numerous opportunities for self-development: hard & soft skills internal training courses, mentoring programs, and unlimited access to LinkedIn Learning courses
  • Knowledge-sharing with colleagues from EPAM's global tech communities
  • English language courses
  • 25 days holiday per annum
  • 5 days of sick leave without medical certification
  • Private health insurance for employees and discount for private health insurance for family members
  • Discount for Fit Pass program
  • Comfortable modern offices in Belgrade and Novi Sad or remote work from any location in Serbia
  • Regular corporate and social events (parties, sport events, advanced CSR programs etc.)
  • Learning programs for kids (eKids)

Client-provided location(s): Serbia
Job ID: EPAM-96461
Employment Type: Other