Machine Learning Engineer Lead
🚀 Join Our Data Products and Machine Learning Development Remote Startup! 🚀
Muttdata is a dynamic startup committed to crafting innovative systems using cutting-edge Big Data and Machine Learning technologies.
We’re looking for a Machine Learning Engineer Lead to help take our expertise to the next level. If you consider yourself a data nerd like us, we’d love to connect! 🐶🚀
🚀 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.
🌟 Our Partnerships
- Amazon Web Services
- Astronomer
- Databricks
🌟 Our Values
- 📊 We are Data Nerds
- 🤗 We are Open Team Players
- 🚀 We Take Ownership
- 🌟 We Have a Positive Mindset
🔍 Curious about what we’re up to? Check out our case studies and dive into our blog post to learn more about our culture and the exciting projects we’re working on! 🚀
Responsibilities 🤓
- Lead and mentor the team, fostering skill development and best practices.
- Guide the creation of SPECs and ensure clear documentation.
- Act as the main point of contact for stakeholders, ensuring alignment between technical and business goals.
- Develop and optimize data and ML solutions, integrating best practices for scalability and monitoring.
- Oversee the full lifecycle of data pipelines and models—from EDA and feature engineering to deployment and continuous improvement.
- Build Proof of Concepts (POCs) to validate and refine solutions.
- Optimize performance, latency, memory, and throughput across data systems.
- Design and maintain feature stores and data pipelines to support workflows.
- Research and implement emerging technologies to enhance solutions.
- Participate in candidate interviews and evaluations to help Mutt grow.
Required Skills 💻
- Experience leading and mentoring teams in Data projects, guiding technical decisions, and fostering team growth.
- Proven ability to collaborate with stakeholders, translate business needs into technical solutions, and align priorities across teams.
- Experience implementing ML-based systems, including model lifecycle management, monitoring, and MLOps pipeline setup.
- Strong proficiency in Python (Pandas, Numpy, Jupyter, Scikit-Learn, XGBoost, Plotly).
- Knowledge of SQL.
- Experience with cloud platforms (AWS, GCP, Azure).
Nice to Have ✨
- Experience with ML workflows (Airflow, MLflow, H2OAI, Databricks).
- Background in AdTech or Generative AI projects.
- Understanding of Deep Learning frameworks (Keras, PyTorch, TensorFlow).
- Solid command of English for understanding and communicating technical concepts (Design Documents, etc.).
- Basic knowledge of Docker.
🎁 Perks
- Remote-first culture – work from anywhere! 🌍
- AWS, DBT, Google Cloud, Azure & Databricks certifications fully covered
- In-Company English Lessons.
- Birthday off + an extra vacation week (Mutt Week! 🏖️)
- Referral bonuses – help us grow the team & get rewarded!
- Maslow: Monthly credits to spend in our benefits marketplace.
- ✈️🏝️ Annual Mutters' Trip – an unforgettable getaway with the team!
- 👶 Monthly Childcare Reimbursement – Because supporting families matters too