ML Engineer

תל אביב
משרה קבועה
משרה מלאה

לפני חודש

As a ML Engineer you will be responsible for enabling and optimizing machine learning operations at scale - from model training up until production monitoring. We work with cutting-edge serverless technologies to ensure our ML models perform efficiently and reliably in production environments, directly impacting our product's success and business outcomes. You'll be joining a team of dedicated professionals who bridge the gap between data science innovation and production excellence, working to create robust, scalable solutions that power our ML infrastructure.**About Us:**Voyantis is the pioneer in the emerging space of enabling growth teams to acquire, engage, and retain their most valuable customers, based on fusing per-customer LTV predictions with prescriptive AI.Voyantis was founded in 2020 on the premise that market fundamentals are shifting companies worldwide from growth-at-all-costs strategies to efficient and responsible growth practices, with a focus on improving Unit Economics. With a bold mission to leverage AI to reimagine the whole Growth process, to streamline this transition and ensure its sustainability, Voyantis eliminates the guesswork from customer value creation, empowering leaders with actionable strategies and tactics to acquire, nurture and retain the high-value customers their businesses really need, with the actions and the timing that would be most impactful to achieve their goals.Leading companies like Miro, Rappi and Moneylion rely on Voyantis to effectively apply these predictions. They use Voyantis to drive high-value customer acquisition on platforms like Google and Meta, optimize incentives through Salesforce and Braze, and perfectly time upsells, resulting in a 20%-40% ROI uplift.Responsibilities:

Design and implement scalable ML/AI infrastructure and pipelines using serverless architecture
Collaborate with data scientists and ML engineers to optimize model lifecycle, data pipelines and improve operational efficiency
Develop and maintain monitoring systems for ML models in production, ensuring reliability, optimizing performance, and troubleshooting issues as needed.
Develop and maintain data transformation pipelines using modern tools like dbt and Snowflake
Implement and maintain CI/CD pipelines for ML models and supporting infrastructure
Drive best practices in software engineering and MLOps across the organization

Requirements:

3+ years of hands-on experience designing and developing scalable backend infrastructure, with strong proficiency in Python.
Demonstrated ability to work effectively with a range of data files (Parquet, JSON, etc.) and perform complex operations using dataframes.
Experience with cloud services, particularly serverless architecture
Adept at writing SQL queries, with a working knowledge of query optimization, data flow patterns, and pipeline construction.
Good understanding of software engineering best practices, including version control, testing, and CI/CD

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