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)
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