ML Engineer

Your new adventure:

• Ensure error-free and efficient deployments of ML models from development into an existing production infrastructure
• Automate data pipelines for online and offline features used by ML models
• Optimize ML models that are running in production for better performance, latency, memory, and throughput
• Ensure that ML models running in production are monitored for performance and accuracy
• Ensure data privacy, security, and compliance with relevant regulations and best practices
• Troubleshoot and resolve issues related to ML models’ output and performance
• Contribute to building and managing ML platform components to monitor the performance and health of deployed machine learning models and automate repeatable processes in ML workflows
• Be on-call when it’s your turn, react to alerts, and resolve production incidents

Does this sound like you?

• 3+ years of engineering experience
• Experience with distributed data processing systems
• Conceptual understanding of ML development lifecycle and hands-on experience with productionising ML solutions
• Experience with ML algorithms, frameworks, and tooling (e.g., Amazon SageMaker, TensorFlow, PyTorch, scikit-learn)
• Proficient in a programming language preferably Python
• Experience in SQL and data modeling (including toolset)
• Familiarity with agile methodologies
• Excellent communication and writing skills
• Educational background in computer science, mathematics, statistics, or a related field is a plus

Why Pipedrive:

• A value-driven work environment where people come first 
• A lively bunch of colleagues from over 50 different countries, with offices in Prague, Tallinn, Tartu, Lisbon, London, Dublin, New York, Florida, Riga and Berlin
• A team serious about getting things done while not taking ourselves too seriously
• Freedom to execute your ideas with a passionate and motivated team supporting you
• A place in our new and custom-designed Prague office (free sauna included)
• Flexible working hours as long as you’re there for your team members
• Lots of room for personal and career development with internal and external training opportunities
• Competitive salary including all the benefits you’d expect from a great employer (25 days of vacation + 5 health days per year, private medical care, meal allowance for each workday in the Prague office, a monthly contribution for sports, books,  and entertainment via the Benefitka card, 365-day Prague public transport ticket, paid sick leave days, retirement fund savings and extra vacation days as a tenure benefit) 


Pipedrive is an equal-opportunity employer. We encourage diversity in the workplace regardless of age, gender, race, religion, disablity, sexual orientation, gender identity or veteran status.


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