Senior Machine Learning Engineer
HomeBuddy
- Polska
- Stała
- Pełny etat
- You would like to work in a positive atmosphere where teamwork and trust in your colleagues are primary values.
- You succeed in an environment that values initiative and sharing feedback and where your suggestions and efforts are recognized and appreciated.
- You are used to taking responsibility for solving difficult tasks and are directly involved in how your efforts impact the final result.
- Developing and implementing machine learning models to refine lead scoring, identify customer segments, maximize conversions, optimize advertising bids, and prevent churn.
- Utilize geospatial and socioeconomic data to build predictive models that identify high-value audiences, leaving the competition in our dust.
- Design and implement pricing & distribution optimization algorithms that maximize lead conversion rates and minimize customer acquisition costs, ensuring we're always in the black.
- Collaborate seamlessly with marketing, sales, and product teams, translating data-driven insights into actionable campaigns.
- Present data findings with clarity, conciseness, and a dash of statistical humor, leaving stakeholders nodding in agreement.
- Master's Degree or PhD in Data Science, Computer Science, Mathematics, Physics, Statistics, Econometrics, Quantitative Methods or a Related Field
- 5+ years of experience in the data domain with +2 years in data science/machine learning engineer roles.
- Expertise in SQL, Python, and Machine Learning frameworks (especially supervised and unsupervised learning algorithms).
- Proven experience deploying machine learning models to production environments using tools and frameworks like ML Flow & AWS Sagemaker, ensuring our models are always ready for prime time.
- Exceptional analytical and problem-solving skills with a keen eye for detail.
- Impeccable communication and presentation skills, capable of translating data insights into actionable business strategies that drive revenue growth without losing the audience in a sea of jargon.
- A demonstrated ability to work independently and as part of a cross-functional team, ensuring we're always scoring the highest in teamwork.
- Strong business acumen and the ability to translate data insights into actionable business strategies that drive revenue growth, making us a data-driven powerhouse.
- Fluent English
- Up-to-date with the latest data science techniques, whitepapers, and best practices.
- We value working on Kaggle projects, so if you have a passion for machine learning and are an active Kaggle contributor, please highlight this in your application.
- Enjoy the freedom to work from anywhere without being tied to one place - while ensuring you are available to our team during the agreed working hours.
- Achieve a harmonious work-life balance with a flexible schedule tailored to your local needs, along with paid vacation, sick leave, and local holidays.
- Empower yourself with work equipment of your choice partially paid for by HomeBuddy and up-to-date apps and tools to maximize your productivity.
- Feel valued and appreciated with an industry-leading compensation package.
- Get recognized and rewarded for both outstanding individual efforts leading to extraordinary results and our team success.
- Enhance your well-being with our allowance program covering fitness activities and mental health programs.
- Learn and expand your knowledge by both working on complex tasks and using paid training opportunities, including courses, events, and conferences.