π Join Our Data Products and Machine Learning Development Remote Startup! π
Mutt Data is a dynamic startup committed to crafting innovative systems using cutting-edge Big Data and Machine Learning technologies.
Weβre looking for a Data Scientist to help take our expertise to the next level. If you consider yourself a data nerd like us, weβd love to connect! πΆπ
π What We Do
* Leveraging our expertise, we build modern Machine Learning systems for demand planning and budget forecasting.
* Developing scalable data infrastructures, we enhance high-level decision-making, tailored to each client.
* Offering comprehensive Data Engineering and custom AI solutions, we optimize cloud-based systems.
* Using Generative AI, we help e-commerce platforms and retailers create higher-quality ads, faster.
* Building deep learning models, we enhance visual recognition and automation for various industries, improving product categorization, quality control, and information retrieval.
* Developing recommendation models, we personalize user experiences in e-commerce, streaming, and digital platforms, driving engagement and conversions.
π Our Partnerships
* Amazon Web Services
* Astronomer
* Databricks
π Our Values
* π We are Data Nerds
* π€ We are Open Team Players
* π We Take Ownership
* π We Have a Positive Mindset
π Curious about what weβre up to? Check out [our](https://blog.muttdata.ai/tag/Case%20Studies/1) case studies and dive into our [blog post](https://blog.muttdata.ai/) to learn more about our culture and the exciting projects weβre working on! π
Responsibilities π€
* Design and implement ML models for business needs like forecasting, recommendation systems, pricing, and churn.
* Perform EDA to identify trends, anomalies, and relationships in the data.
* Collaborate with stakeholders to define problems, success metrics, and data needs.
* Build scalable and maintainable ML workflows and ensure smooth model deployment.
* Monitor model performance and retrain when needed to ensure reliability.
* Communicate insights clearly to technical and non-technical audiences.
* Work closely with product, engineering, and business teams to integrate models.
* Mentor junior team members and promote data science best practices.
* Contribute to internal standards on testing, reproducibility, and documentation.
* Stay current with advances in ML and AI to bring new ideas to the team.
Required Skills π»
* Expert knowledge of Python for data analysis and machine learning modeling.
* Hands-on experience with common ML libraries and frameworks.
* Strong understanding of machine learning and statistical techniques including supervised/unsupervised learning, time series analysis, and A/B testing.
* Experience deploying ML models into production and maintaining them.
* Proficiency in writing clean, reproducible, production-grade code.
* Solid knowledge of SQL and experience working with structured and unstructured data from relational databases and/or data lakes.
* Demonstrated ability to communicate complex technical concepts to business stakeholders clearly and effectively.
* Experience working in cross-functional teams and collaborating with product, engineering, and business units.
* Experience with version control (Git) and agile development practices.
Nice to Have Skills π
* Experience with recommendation systems, dynamic pricing algorithms, or customer segmentation techniques.
* Experience working with cloud platforms (AWS, GCP, Azure) and associated data/ML services.
* Knowledge of Docker, Airflow (or similar, e.g: prefect), MLflow or similar tools .
* Familiarity with ML observability and monitoring tools (e.g., Evidently, WhyLabs, Prometheus + Grafana).
* Knowledge of CI/CD pipelines for ML systems.
* Knowledge of Poetry or uv.
π Perks
* **π Remote-first cultur**e β work from anywhere!
* **π** In-Company **English Lessons.**
* **πͺ Wellhub or sports club** stipend to stay active
* **π AWS, DBT, Google Cloud, Azure & Databricks** certifications fully covered
* π **Food credits via Pedidos Ya** β because great work deserves great food.
* **π Birthday off** + an extra vacation week (Mutt Week! ποΈ)
* **π€ Referral bonuses** β help us grow the team & get rewarded!
* βοΈ**ποΈ** [**Annual Mutters' Trip**](https://www.youtube.com/watch?v=dq1x2krHGb8&t=2s) β an unforgettable getaway with the team!