Remote Staff Machine Learning Engineer
Mozilla
πRemote - Canada
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Job highlights
Summary
Join Mozilla to work on the Web as a platform and help create more opportunity and innovation for everyone online.
Requirements
- A bachelorβs degree in Statistics, Computer Science, related technical field, or equivalent practical experience
- A minimum of 6 years of experience in a quantitative role, with ideally much of that as a machine learning engineer or a data scientist
- Knowledge of and expertise in Natural Language Processing (NLP)
- Proficiency in a data query language (e.g. SQL), and a programming language (e.g. Python)
- Demonstrable experience with the full lifecycle of machine learning models - from development to deployment and monitoring
- Being an excellent team player with a proven ability to work effectively in cross-functional teams, showing a high degree of collaboration, flexibility, and respect for diverse perspectives
- An ability to be self-directed after work is assigned and help less experienced team members to get unblocked
Responsibilities
- Apply statistical and machine learning techniques to process and analyze unstructured textual data
- Develop and finetune machine learning models for tasks such as entity recognition, classification, and text generation
- Utilize pretrained language models (e.g. GPT, LLAMA) and adapt them for specific use cases
- Optimize the models for production usage, including considerations for scalability, latency, and resource
- Monitor and refine deployed models for performance and efficiency, and conduct troubleshooting when necessary
- Work closely with interdisciplinary teams to deliver high-quality features and solutions
- Stay current with advancements in NLP research, methodologies, and best practices
- Be consistently productive and operate with a high degree of autonomy
Benefits
- Generous performance-based bonus plans to all regular employees - we share in our success as one team
- Rich medical, dental, and vision coverage
- Generous retirement contributions with 100% immediate vesting (regardless of whether you contribute)
- Quarterly all-company wellness days where everyone takes a pause together
- Country specific holidays plus a day off for your birthday
- One-time home office stipend
- Annual professional development budget
- Quarterly well-being stipend
- Considerable paid parental leave
- Employee referral bonus program
- Other benefits (life/AD&D, disability, EAP, etc. - varies by country)
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