Machine Learning Engineer
Mutt Data
Tigre - hace 5 días
Join Our Data Products and Machine Learning Development Remote Startup!
Mutt Data 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 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.
Our Partnerships:
- Amazon Web Services
- Google Cloud
- Astronomer
- Kaszek
- Product Minds
- H2O.ai
- Soda
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 Model Productization: Implement MLOps practices for model deployment (orchestration, monitoring, testing).
- ML POC Development: Collaborate on ML Proof of Concepts for internal and client projects.
- Model Lifecycle Management: Optimize ML models for performance, memory, and throughput.
- Translate Business Needs: Convert business requirements into technical solutions, balancing trade-offs.
- Stay Ahead: Research new ML tools and techniques to enhance our systems.
- Bridge DS & DE: Connect Data Science and Engineering teams for smooth application development.
- Plan Projects: Help define project timelines and estimates.
- Share Knowledge: Document and share best practices across teams.
- Support Hiring: Participate in technical interviews and evaluations.
- Safeguard information security, ensuring responsible data usage and compliance with best practices for protection and confidentiality.
We don’t expect you to check every box, but here’s what we’re looking for:
Required Skills:
- Proven Experience: Experience as ML Engineer
- AI/ML Expertise: Solid understanding of ML models, deep learning, and statistical analysis.
- Tech Stack Know-How: Experience with MLOps tools (Airflow, MLflow, DBT) and cloud services (AWS, GCP).
- Programming Skills: Strong in Python and at least one other language.
- MLOps: Experience managing model lifecycles and setting up CI/CD pipelines.
- Collaboration: Team player with strong communication skills.
- Languages: Intermediate English, Advanced Spanish.
Nice to Have:
- Modern Data Stack: Familiar with tools like Kafka, DuckDB, Apache Pinot.
- Cloud AI Services: Hands-on with AWS Sagemaker, GCP Vertex AI.
- Software Development: Experience with software engineering practices.
- Problem-Solver: Positive, proactive attitude towards challenges.
- Consulting Experience: Worked in client-facing roles.
- Cloud Certifications: AWS, GCP, or related certifications.
- Python Libraries: Experience with libraries like SQLAlchemy, Great Expectations.
Why Join Us?
At Mutt Data, we offer a remote-first culture with flexibility, autonomy, and awesome benefits:
- Salary in USD (up to 20% bonus).
- Remote-First Culture
- ️️ Gympass or sport club stipend.
- Paid AWS & Databricks Certifications.
- Food credits via Pedidos Ya.
- Birthday off + extra vacation week (Mutt Week!).
- Referral bonuses to grow our team.
- ️ Annual Mutters' Trip – Join us for an unforgettable team trip!
Even if you don’t meet every requirement, we’d love to hear from you! Let us know why you think Mutt Data is the next step in your journey.
Apply now and join a team that’s shaping the future of Machine Learning and Data Engineering.
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