Machine Learning Engineer

3 tygodni temu

Towarowa Warszawa, Polska DCG Pełny etat
About Us

DCG is a recruitment company that understands the importance of experienced professionals in driving business growth. Our management style and partnership approach enable us to meet your needs and provide continuous support.

We are currently looking for a skilled Machine Learning Engineer to join our team, due to our ongoing growth and large number of recruitment projects undertaken for our partners.

Job Description

We are seeking an expert in machine learning who can work with data scientists and analysts to create and deploy new models and ML systems. The ideal candidate will have experience implementing end-to-end solutions across the full breadth of ML model development lifecycle.

  • Design and develop scalable, efficient, automated processes for data analyses, model development, validation, and implementation.
  • Write optimized data pipelines to support machine learning models.
  • Collaborate with cross-functional teams to deliver high-quality software products in an iterative, continual-release environment.
Requirements

To be successful in this role, you will need:

  • A university or advanced degree in engineering, computer science, mathematics, or a related field.
  • At least 3 years' experience developing and deploying machine learning systems into production.
  • Experience working with big data tools such as Spark, Hadoop, Kafka, etc.
  • Proficiency in at least one cloud provider solution and understanding of serverless code development (GCP experience preferred).
  • Efficiency with object-oriented/object function scripting languages, Python required.
  • Efficiency with Python data-handling libraries like Pandas or Pyspark.
  • Proficiency in SQL for data consumption and transformation.
  • Expertise in standard software engineering methodology, e.g., unit testing, test automation, continuous integration, continuous deployment, code reviews, design documentation.
  • Working experience with native ML orchestration systems such as Kubeflow, Vertex AI Pipelines, Airflow, TFX.
  • English level: B2, C1.
Offer

We offer:

  • Private medical care.
  • Co-financing for the sport card.
  • Training & learning opportunities.
  • Constant support of dedicated consultant.
  • Team-building events organized by DCG.
  • Employee referral program.
Salary

The estimated salary for this position is approximately $120,000 per year, depending on experience and qualifications.

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