Oglasi za posao Python Engineer (Machine Learning Engineering)
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Python Engineer (Machine Learning Engineering)

EPAM Systems d.o.o.

Remote

10.08.2024.

MySQL Python AWS PostgreSQL RabbitMQ OOP Kafka intermediate

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!

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)

Upoznaj kompaniju

O Kompaniji Iskustva Poslovi Plate

Since 1993, EPAM Systems, Inc. (NYSE: EPAM) has leveraged its advanced software engineering heritage to become the foremost global digital transformation services provider – leading the industry in digital and physical product development and digital platform engineering services. Through its innovative strategy; integrated advisory, consulting and design capabilities; and unique ‘Engineering DNA,’ EPAM’s globally deployed hybrid teams help make the future real for clients and communities around the world by powering better enterprise, education and health platforms that connect people, optimize experiences, and improve people’s lives. In 2021, EPAM was added to the S&P 500 and included among the list of Forbes Global 2000 companies.

Selected by Newsweek as a 2021 Most Loved Workplace, EPAM’s global multi-disciplinary teams serve customers in more than 45 countries across five continents. As a recognized leader, EPAM is listed among the top 15 companies in Information Technology Services on the Fortune 1000 and ranked as the top IT services company on Fortune’s 100 Fastest-Growing Companies list for the last three consecutive years. EPAM is also listed among Ad Age’s top 25 World’s Largest Agency Companies for three consecutive years, and Consulting Magazine named EPAM Continuum a top 20 Fastest-Growing Firm. Learn more at www.epam.com.

3.3 80%

Menadžment kompanije

3.2

Beneficije

2.8

Balans karijere i privatnog života

4.3

Timska atmosfera

4.4

Zadovoljstvo projektima

3.7

Mogućnost napredovanja

3.9

Iskustvo o radu

Iskustvo
24.06.2024
2

Software Developwe

Trenutno zaposlen/a na neodređeno 2-4 godine

Pozitivno

Fleksibilnost rada od kuće ili iz kancelarije, bez prethodnog najavljivanja. Puno materija za učenje sa njihove platforme.

Zamerke

Radnik u ovoj kompaniji se ne poštuje, gleda se kao broj i kao freelancer koji mora sam da nađe projekat (ukoliko je na benchu ili želi da pređe na drugi projekat). Povišice se jako teško dobijaju, mora da se položi assesment kako bi prešao u sledeći nivo, a ni tad nije sigurno da će se ista dobiti. Svi procesi su jako spori, puno birokratije.

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