AI-ML Tech Engineer

vor 1 Monat


Zürich, Zürich, Schweiz Epam Vollzeit

About EPAM

EPAM is a leading global provider of digital platform engineering and development services. Our mission is to have a positive impact on our customers, employees, and communities. We foster a dynamic and inclusive culture where you can collaborate with multi-national teams, contribute to innovative projects, and continuously learn and grow.

Our Job

We are seeking an experienced AI-ML Tech Engineer to join our team in Zurich. As a key member of our engineering team, you will develop and deploy machine learning models, work with large datasets, and collaborate with cross-functional teams to solve business problems.

Key Responsibilities:

  • Design and implement machine learning solutions using common ML libraries and frameworks.
  • Choose, improve, and apply various methods from statistics, machine learning technologies to solve business problems.
  • Model user data, interests, and online behavior to serve business demands and enable future business models.
  • Closely work with our data engineering team and other cross-functional teams to develop prototypes for cross-portfolio use cases and support the deployment of your models or algorithms into cloud-native production environments.
  • Communicate and visualize the value of data by describing findings and techniques to both technical and non-technical audiences.
  • Stay up-to-date with research and engineering developments like TensorFlow, PyTorch, Scikit, and Keras.
  • Roll in relevant technologies and methodologies to keep our modern technology landscape up-to-date.

Requirements:

  • 8+ years of strong background in machine learning, data science, and software engineering.
  • Proficient in Python language and worked on various ML toolkits like TensorFlow, PyTorch, Keras, Scikit Learn.
  • Theoretical understanding of statistical models such as regression, clustering, and ML algorithms like decision trees, random forests, neural networks, etc.
  • Strong understanding of cloud computing and cloud AI services.
  • Experience in deploying AI/ML models in production environments.
  • Experience in data analytics, feature creation, model selection, ensemble methods, performance metrics, and visualization.
  • Experience working with large datasets and distributed computing systems.
  • Experience in fine-tuning DL models including LLMs, SLMs.
  • Knowledge of large language models from OpenAI such as GPT 3.5, GPT 4, Codex, etc.
  • Experience with Vector Stores and RAG pipelines.
  • Proficient in Data-Modelling Tools.
  • Proficient in multiple ML deployment strategies including static and dynamic.
  • Excellent knowledge of CI/CD pipelines for ML algorithms, training, prediction pipelines.
  • Experience in translating ML-based outcomes to business-digestible insights.
  • Excellent communication skills and experience in managing stakeholders at various levels.
  • Fluent English skill is a must, German language skill is a significant advantage.

Estimated Salary: $120,000 - $150,000 per year (dependent on experience).

Benefits:

  • EPAM Employee Stock Purchase Plan (ESPP)
  • Enhanced parental leave
  • Extended pension plan
  • Daily sickness allowance insurance
  • Employee assistance program
  • Referral program
  • Hybrid working opportunities
  • Global business travel medical and accident insurance
  • Great learning and development opportunities, including in-house professional training, career advisory and coaching, sponsored professional certifications, well-being programs, LinkedIn Learning Solutions, and much more

About EPAM Switzerland

EPAM Switzerland was named a Top Company & by Kununu for its people-centric culture built on lifelong learning.



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