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