Machine Learning Engineer

3 tygodni temu

Długa Kraków, Polska Clari Pełny etat

About the Team

The Engineering Team at Clari is deeply committed to building an enterprise-grade platform that serves as the backbone for our customer's most critical business process - Revenue. With an unrelenting commitment to innovation, our mission is to craft the ultimate revenue intelligence platform for our customers. Rooted in Agile principles, we foster a culture of adaptability and efficiency across all our teams. If you're energized by the prospect of contributing to a dynamic environment that emphasizes collaboration, continuous improvement, and leveraging the forefront of technology to address customer needs, we would love to meet you.

About the Role

We are looking for a talented Staff Machine Learning Engineer who is passionate about solving complex problems and delivering products to our customers. You'll be part of a new team of talented and driven colleagues on a diverse set of complex problems related to sales engagement.

This team will develop data-driven and ML solutions to power our sales engagement platform (think email sequencing, AI-generated email responses, next-best action modeling). This will be done using some of the cutting edge technologies we are using at Clari (Ray, LLMs, langchain, ...), plus whatever approaches + frameworks you decide on.

The products you build will be used by many of the most well-known companies in the world.

This is a hybrid opportunity based in Kraków, Poland. Candidates must be based in Poland.

Responsibilities

  • Research and develop new machine-learning algorithms and models
  • Implement and test machine learning models in production environments
  • Provide technical guidance and mentorship to junior engineers and data scientists
  • Participate in the development and implementation of best practices for machine learning engineering
  • Collaborate with data scientists and software engineers to integrate machine learning models into applications
  • Work closely with our product team to understand key customer problems and build software that solves those problems
  • Continuously monitor and improve the performance of machine learning models
  • Stay up-to-date with the latest developments in machine learning and artificial intelligence

Qualifications

  • experience in developing and implementing machine learning models and algorithms in production environments
  • Strong programming skills in Python and experience with machine learning libraries such as TensorFlow, PyTorch, or scikit-learn
  • Experience with distributed data processing frameworks such as Spark, Ray, etc.
  • Ability to communicate technical findings based on complex quantitative analysis in a clear, precise and actionable manner
  • Knowledge of analysis tools and packages such as NumPy and SciPy
  • Experience with end-to-end ownership of ML features, including productization, continuous performance monitoring, and on-going improvements
  • Knowledge of SQL (e.g. Postgres, MySQL) and NoSQL databases (e.g. MongoDB)
  • Experience working within a distributed organization with a worldwide presence is a plus
  • Experience with multi-threading and replication concepts in cloud applications is a plus
  • Experience working with streaming frameworks such as Kafka, Kinesis is a plus
  • Experience managing the model lifecycle with tools like SageMaker or MLflow is a plus
  • K8S familiarity is a plus

Perks and Benefits @ Clari

  • Team-bonding activities and company-wide events
  • Flexible working hours
  • Annual Well-being and Professional Development Stipends
  • Private Healthcare and Multisport Pass
  • Paid maternity and paternity leave
  • Stock options

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