Senior Data Scientist
2 дней назад
Ciklum is looking for a Senior Data Scientist to join our team full-time in Ukraine.
We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.
About the role:
As a Senior Data Scientist, you will be at the forefront of building the predictive engine that powers our global delivery network. Your mission is to develop and deploy the critical machine learning models that estimate travel times (ETAs), refine routing algorithm inputs, and solve "last 100 meters" delivery challenges. You will dive deep into geospatial and real-time data to unearth valuable insights and develop scalable, reliable models for prediction. You will collaborate closely with Operations Research Scientists, Developers , and Machine Learning Engineers to integrate these predictions into our live dispatch systems. In this senior role, you will also play a pivotal part in mentoring junior team members and establishing data science best practices within the team.
Our client is a leading global online food delivery platform, and their vision is to empower everyday convenience. Whether it's a Friday-night feast, a post-gym poke bowl, or grabbing some groceries, their tech platform connects tens of millions of customers with hundreds of thousands of restaurant, grocery, and convenience partners across the globe.
Responsibilities:
- Model Development & Deployment: Take charge of developing and implementing machine learning models for key logistics estimations, including travel time, routing data, and last-mile predictions. You will ensure these models are accurate, scalable, and reliable for high-throughput, real-time inference
- Data Analysis & Insight Generation: Dive deep into large-scale geospatial and real-time data to unearth valuable insights related to routing efficiency, courier behavior, and delivery friction points. You will translate these complex findings into actionable recommendations
- Prototyping & Validation: Rigorously test hypotheses and develop proofs-of-concept for new predictive features. You will work extensively with real-time data streams, seamlessly integrating them into our machine learning frameworks
- Technical Integration & Collaboration: Collaborate closely with Machine Learning Engineers to deploy, maintain, and enhance models in our production environment. You will partner with Developers and Operations Research Scientists, empowering them to utilize your team's predictions effectively to drive maximum operational impact
- Stakeholder Communication: Excel in communicating complex data insights and machine learning concepts to diverse audiences, from technical peers to non-technical business leaders
Requirements:
- Advanced proficiency in data science and machine learning methodologies, with a strong preference for experience in logistics, geospatial analysis, ETA prediction, or routing problems
- Proven, extensive experience in getting ML models into production, including scaling, monitoring, and maintaining them for long-term success
- Required experience with real-time data integration , stream processing, and real-time inference frameworks
- Expert-level Python (e.g., scikit-learn, pandas) in notebooks and in pure Python code for production
- Strong proficiency in SQL
- Strong understanding of software development best practices, including testing, git, code reviews, and model lifecycle management
- Experience with Docker containers to support reproducible and scalable environments
- A basic understanding of mathematical optimization
- Proven leadership and mentorship skills, with the ability to guide and develop junior data scientists and foster team collaboration
- A holistic project approach, from generating innovative ideas and business cases to managing the full lifecycle of your models
- Excellent communication skills, with the ability to present complex data insights to a wide range of stakeholders
- A Master's degree or PhD in Data Science, Computer Science, Statistics, or a related quantitative field
- A preference for simple, scalable, and effective solutions and strong collaborative skills in agile, cross-functional teams
What`s in it for you?
- Strong community: Work alongside top professionals in a friendly, open-door environment
- Growth focus: Take on large-scale projects with a global impact and expand your expertise
- Tailored learning: Boost your skills with internal events (meetups, conferences, workshops), Udemy access, language courses, and company-paid certifications
- Endless opportunities: Explore diverse domains through internal mobility, finding the best fit to gain hands-on experience with cutting-edge technologies
- Flexibility: Enjoy radical flexibility – work remotely or from an office, your choice
- Care: We've got you covered with company-paid medical insurance, mental health support, and financial & legal consultations
About us:
At Ciklum, we are always exploring innovations, empowering each other to achieve more, and engineering solutions that matter. With us, you'll work with cutting-edge technologies, contribute to impactful projects, and be part of a One Team culture that values collaboration and progress.
As one of Ukraine's largest IT companies and a top employer recognized by Forbes, we've spent over 20 years delivering meaningful tech solutions. We proudly support diverse talent and military veterans, recognizing their unique skills and perspectives they bring to shaping the future.
Want to learn more about us? Follow us on Instagram, Facebook, LinkedIn.
Explore, empower, engineer with Ciklum
Interested already? We would love to get to know you Submit your application. We can't wait to see you at Ciklum.
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