Full-Time Sr. Machine Learning Engineer
DNAnexus is hiring a remote Full-Time Sr. Machine Learning Engineer. The career level for this job opening is Experienced and is accepting Prague, Czech Republic based applicants remotely. Read complete job description before applying.
DNAnexus
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Who We’re Looking For
You are an experienced Machine Learning Engineer passionate about creating and delivering cutting-edge enterprise-class AI-powered solutions.
You have designed and released into production multiple ML-based solutions solving real business problems using technologies such as deep learning, machine learning or generative AI.
You can work autonomously, think independently, and dream up practical, out-of-the-box ideas.
Responsibilities
- Design, build, and productionalize robust, high-performing ML, LLM and other AI solutions per the roadmap, integrating them into existing product suites.
- Build supporting services for operationalizing and automating solutions, including unit and integration tests, CI/CD tooling, monitoring capabilities, and data pipelines.
- Collaborate with Engineering teams, Product Mgmt, and CTO to shape the AI roadmap and build new solutions for customers.
- Stay current with AI developments and evangelize them within the company.
Requirements
- 5+ years of software product development experience
- 3+ years of deep ML experience in a product setting
- Strong Computer Science background, ideally with a Master's degree specializing in AI
- Fluent in Python and the Data Science stack
- Experience with ML technologies and frameworks (PyTorch, TensorFlow/Keras, scikit-learn)
- Experience with large-scale data processing technologies (SQL, data warehouses, Spark or HDFS)
- Generative AI experience (LLMs, RAG pipelines, agents, e.g., GPT4, LLama3, Mixtral, LangChain, Anthropic or OpenAI API)
- Comfortable designing and implementing the end-to-end ML workflow, deploying and monitoring models in production
- Strong customer focus
- Experience in a distributed, remote-first environment
- Familiarity with Javascript and node.js is a plus
- Experience with designing and building scalable distributed systems
- Familiarity with AWS (or Azure / GCP) is an advantage
What We Care About
- Curiosity and humility
- Agility and ownership
- Proactivity
- Monitoring and automation
- Balancing research and product