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Added
7 days ago
Location
Type
Full time
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Related skills

python tensorflow pytorch xgboost geopandas

At Kpler, we are dedicated to helping our clients navigate complex markets with ease. By simplifying global trade information and providing valuable insights, we empower organisations to make informed decisions in commodities, energy, and maritime sectors.

Since our founding in 2014, we have focused on delivering top-tier intelligence through user-friendly platforms.Our team of over 600 experts from 35+ countries works tirelessly to transform intricate data into actionable strategies, ensuring our clients stay ahead in a dynamic market landscape. Join us to leverage cutting-edge innovation for impactful results and experience unparalleled support on your journey to success.

The Cargo Models team is responsible for building highly accurate cargo tracking models to provide live trade insights for the global maritime transport industry. Using a range of advanced Data Science techniques, you will help to develop algorithms that extend our comprehension of the global flow of commodities by devising forecasting models, predicting future trades, detecting anomalies in data and behaviour patterns of various market players. The team directly manages and ensures the quality of the data provided to clients, making us one of the key parts of Kpler.

Responsibilities

  • Working alongside data engineers, product managers and other data scientists, take responsibility for the design, experimentation, development, testing and deployment of data science models, based on project requirements and specifications.
  • Optimise and fine-tune models in production, overseeing the continuous monitoring of deployed models, and effectively handling model and data drift promptly.
  • Ensure optimal, cost-effective design decisions that improve performance and overcome scalability limits.
  • Research and identify methods, data sources, and features that will drive business impact and improve model accuracy.
  • Demonstrate strong analytical and debugging skills with a proactive approach to learning.

    • Skills and Experiences:

  • You have at least 2 years of experience in the DS role, deploying models into production;
  • You have proven experience delivering end-to-end ML solutions that produce business value.
  • You are proficient in Python.
  • You have worked with ML and geospatial libraries such as TensorFlow, pytorch, geopandas, scikit-image and transformers like XGBoost
  • You have experience developing and deploying models using MLOps platforms (Dataiku, Databricks, Sagemaker, etc.)
  • You have experience working with timeseries data.
  • You have demonstrable experience delivering end-to-end ML solutions that produce business value.
  • You are familiar with some software engineering best practices.
  • You are fluent in English.

    • Nice to have:

  • You have worked with Dataiku.
  • You have experience with big data technologies, specifically Spark, Redshift or BigQuery.
  • You have knowledge of at least one cloud computing platform (preferably AWS).
  • You have expertise on applications focusing on geospatial data and mobility analytics (highly desirable).
  • You are familiar with the shipping industry and commodity trading.
  • You have experience working in an international environment.

    • Additional Information

    We are a dynamic company dedicated to nurturing connections and innovating solutions to tackle market challenges head-on. If you thrive on customer satisfaction and turning ideas into reality, then you’ve found your ideal destination. Are you ready to embark on this exciting journey with us?

    We make things happen

    We act decisively and with purpose, going the extra mile.

    We build
together

    We foster relationships and develop creative solutions to address market challenges.

    We are here to help

    We are accessible and supportive to colleagues and clients with a friendly approach.

    Our People Pledge

    Don’t meet every single requirement? Research shows that women and people of color are less likely than others to apply if they feel like they don’t match 100% of the job requirements. Don’t let the confidence gap stand in your way, we’d love to hear from you! We understand that experience comes in many different forms and are dedicated to adding new perspectives to the team.

    Kpler is committed to providing a fair, inclusive and diverse work-environment. We believe that different perspectives lead to better ideas, and better ideas allow us to better understand the needs and interests of our diverse, global community. We welcome people of different backgrounds, experiences, abilities and perspectives and are an equal opportunity employer.

    By applying, I confirm that I have read and accept the

    Staff Privacy Notice

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