Mid Level Data Scientist
تفاصيل الوظيفة
Armut / Homerun is a leading local services marketplace with over 700,000 professionals across 4,000 services and has seen over 1000% revenue growth in 5 years. Our purpose is to make it easy to find good quality, trusted providers by using the latest technologies and machine learning algorithms. We serve over 5 million customers with 99% customer satisfaction in 14 different countries with 3 different brands. We’re accelerating our sustainable growth with the new investment round of 15 Million € and increasing the number of operating countries in the EMEA region. Our strength is rooted in our core values: always putting our customers first, solving problems with data and continuous learning. These values enabled us to change the local services industry and we’ll continue to do this on a global scale. We offer a world-class working environment where entrepreneurial spirits speed up their careers. Join us on our journey to be the EMEA leader in the local services marketplace! You will
- Conduct exploratory data analysis to identify trends and patterns within large datasets.
- Collaborate with cross-functional teams to understand business requirements and translate them into analytical solutions.
- Collaborate with engineers and product managers to integrate machine learning solutions into the platform
- Communicate findings and insights to stakeholders through visualizations, reports, and presentations.
- Utilize data visualization techniques to communicate insights and findings to stakeholders.
- Develop, deploy and monitor machine learning models to improve our recommendation, matching, pricing and security related algorithms.
- Design and implement data pipelines for data collection, preprocessing, and feature engineering.
- Evaluate model performance and make recommendations for model improvements.
- Design experiments and A/B tests to evaluate the effectiveness of algorithmic changes.
- Stay updated on the latest advancements in data science and machine learning techniques.
- Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, or a related field.
- 2-3 years of experience in data analysis, machine learning, or a similar role.
- Proficiency in programming languages such as Python, SQL.
- Experience with data manipulation and analysis libraries (e.g., Pandas, NumPy, Matplotlib).
- Solid understanding of statistical concepts and machine learning algorithms
- Previous experience with recommendation, matching or pricing systems is a plus.
- Familiarity with cloud computing platforms, particularly AWS (Amazon Web Services) is a plus.
- Excellent problem-solving skills and attention to detail.
- Ability to work collaboratively in a fast-paced environment.
- Ability to effectively communicate complex technical concepts to non-technical stakeholders through compelling storytelling and presentations.
- Enthusiasm and curiosity for exploring and implementing newly emerged AI technologies, frameworks, and methodologies.
- Competitive salary,
- An opportunity to bring impact and change the service market dynamics, in a stimulating and international environment,
- Freedom to test, fail and test again in a fast-paced environment,
- Never-ending growth opportunities supported by learning & development fund,
- Working environment where your success is not judged by a dress code or working hours,
- Extra vacation time, flexible working hours and the possibility to work from home,
- Beach days, theme nights, sports & game events and any other social activity ideas you come up with!
- Application: Send us your CV.
- Interview: Discuss your experience & expectations.
- Case Presentation : Showcase your skills.
- Final Interview: Align on mutual goals and values.
- Welcome Aboard: Join the Homerun team!
Apply safely
To stay safe in your job search, information on common scams and to get free expert advice, we recommend that you visit SAFERjobs, a non-profit, joint industry and law enforcement organization working to combat job scams.