Turkey Job Openings
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Trendyol
Data Scientist - CX
Istanbul
FULL TIME
November 5, 2024
Tech at the root
Growth is in our DNA
Focused on positive impact
ABOUT THE TEAM
We are all working with the same purpose: To create a positive impact in our ecosystem by enabling commerce through technology.
YOUR MAIN RESPONSIBILITIES
-
- Data Science department in Trendyol consists of 90+ talented data scientists organized under several domains. Each domain is autonomous and empowered to experiment with new ideas while cross-collaboration is strongly encouraged with horizontal structures.
- As part of the DS- Customer Experience domain, your goal is to driving customer and seller engagement by optimizing user-generated content -text, videos, images etc- created by user and sellers. Which include review summerization by using opens source LLMs, image rankings models, review sorting models, DL supported size recommendation during fashion products purchase steps etc.
- Develop and maintain scalable ranking solutions that enhance the customer experience across various countries, taking into account the structural and unstructured (text, image) data of users in each region.
- Apply best practices for working with ML-Ops infrastructure, improve models and infrastructure to optimize existing ranking models performance.
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
- Translate business needs into data world, come up with value-adding outputs and communicate the results to cross teams effectively
- Focus on outcomes ensuring that all model development are aligned with the business objectives and deliver measurable results
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
QUALITIES WE ARE LOOKING FOR
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- Bachelor's or Master's Degree preferably in Industial Engineering, Computer Science, Engineering, Statistics or a related quantitative field
- 1-4 years of proven experience in a variety of machine learning modeling techniques (Classification, regression, learning to rank algorithms, clustering, gradient boosting, deep learning etc.).
- Knowledge with learning to rank algorithms and deep learning based ranking algorithms is a big plus.
- Hands-on experience with SQL, Python, Tensor Flow/Py Torch and result-oriented attitude
- Proven experience in data mining and statistical analysis
- Effective communication skills with a capability of explaining complex data concepts clearly.
- Exhibit a strong sense of urgency and drive tasks to completion to meet the dynamic needs of our fast-paced environment.
- Excellent written and verbal communication skills in English
- Experience with building NLP solutions as inputs of ranking algorithms is a big plus
- The experience range for this position is suitable for specialist/senior specialist roles
- Take responsibility from day one and develop your skills with a talented and diverse international team.
- Experience open communication, flexibility, and a start-up spirit in our unique culture.
- Tackle big challenges in e-commerce with Agile practices and encourage growth by learning from mistakes.
- Join creative and focused teams that prioritize collaboration and problem-solving.
- Access our extensive training platform for continuous learning and personal growth.
- Benefit from the support of a global team of experts with mentoring and professional development opportunities.
- Focus on talent and potential, not just job titles.
- Connect with teammates regardless of physical distance through events, meetings, and social activities.
- Enjoy competitive benefits such as Trendyol shopping budget, central and international office locations, and top-of-the-line technical equipment.
We're looking forward to receiving your application!
We embrace a hybrid working model that seamlessly blends the best of both worlds—remote productivity and the collaborative energy of our vibrant offices. Every month, we gather at our offices once to work side by side, fostering in person communication and embracing the camaraderie that fuels our team spirit. These sessions are crucial for teamwork in solving complex issues, socializing, learning from each other, and experiencing our culture.
We offer the opportunity for a two-month full remote work program, allowing you to work from abroad, during the summer period (July to August).
Discover more about our #Lifeat Trendyol and our culture on our Website, Linked In and You Tube channels.
At Trendyol, we believe in the power of an inclusive workplace. We value diversity and believe that every team member contributes to our vibrant culture. Our platform is for everyone, and so is our workplace. We encourage the representation and amplification of diverse voices in our business, as it allows us all to thrive, contribute, and shape the future together.
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