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 Tallinn, Tartu, Lisbon, Prague, London, Dublin, New York, Florida, Riga and Berlin
• A team serious about getting things done while not taking ourselves too seriously
• A world-class working environment full of perks like parties, craft workshops, snacks, and, of course, office dogs
• Flexible working hours as long as you’re there for your team members
• Freedom to execute your ideas with a passionate and motivated team supporting you lots of room for personal and career development, with internal and external training opportunities
• Competitive salary and bonus system and all the benefits you’d expect from a great employer (health and accident insurance, health days, a quarterly contribution to sports, in-house coaches, employee discounts, and more) 


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


Based on this role's access to certain data, Pipedrive might conduct a pre-employment background investigation in conjunction with your application for employment with our company.  Such data will be handled in accordance with Pipedrive's Privacy Policy for Recruitment. 


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