Syncron
Syncron
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Manager AI/ML

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SeniorFull-time
#413769·Dodano wczoraj·1
Źródło: Syncron
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Tech Stack / Keywords

AIMLOpsData ScienceMachine LearningArchitectureAlgorithmsPythonSQL

Firma i stanowisko

Syncron is a SaaS company specializing in aftermarket solutions with over 20 years of experience. Their Service Lifecycle Management Platform focuses on Supply Chain optimization, Pricing strategy, and Service Fulfillment. The company has a global presence with offices in multiple countries including Poland and Sweden as headquarters.

Wymagania

  • Advanced degree in Data Science, Machine Learning, Computer Science, Statistics, or related field; PhD preferred.
  • Minimum 12 years of experience in data science and machine learning.
  • At least 3 years of leadership experience managing distributed and remote teams.
  • Proven experience deploying ML models in production at scale.
  • Developed scalable ML systems and architectures supporting model reusability.
  • Expertise in programming languages Python, R, SQL.
  • Experience with machine learning frameworks TensorFlow, PyTorch, Scikit-learn.
  • Experience with MLOps tools MLflow, Kubeflow, SageMaker.
  • Knowledge of AutoML platforms like Google AutoML, H2O.ai, Azure AutoML.
  • Familiarity with data engineering, data pipelines, data lake, data lakehouse, and data mesh architectures.
  • Proficient in Python for model development and data manipulation.

Nice to have:

  • Experience with Spark and Mage AI.
  • Experience with large language models (LLMs) and generative AI including productionalizing chatbots.
  • Background in software engineering or DevOps.
  • Domain experience in Supply Chain, Pricing, Inventory, and Service Fulfillment.

Obowiązki

  • Develop and execute the organization's data science strategy focusing on machine learning, MLOps, and AutoML.
  • Lead, mentor, and grow a team of data scientists, ML engineers, and specialists.
  • Define and evolve the long-term AI/ML architecture roadmap ensuring scalability and integration.
  • Define and implement a roadmap for data collection, storage, and analysis with machine learning pipelines.
  • Oversee deployment of predictive models and machine learning algorithms integrated with AutoML platforms.
  • Improve model lifecycle time and scalability by applying advanced MLOps and AutoML practices.

Benefity

  • Environment facilitating professional growth.
  • Respectful and friendly work environment.
  • Internal training sessions, external conferences, and training options.
  • Free English and Swedish language classes.
  • Fringe benefits including private medical care, multisport card, and life insurance.
  • Flexible work model, working hours, and no micromanagement.
Opieka zdrowotna
Karta sportowa
Ubezpieczenie
Kursy językowe
Szkolenia wewnętrzne
Budżet konferencyjny
Elastyczne godziny
Syncron

Syncron

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