Full-Time

Staff Machine Learning Engineer

Fakespot

Posted on 6/27/2024

Mozilla

Mozilla

1,001-5,000 employees

Not-for-profit organization promoting open internet

No salary listed

Senior, Expert

Remote in USA

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
SQL
Machine Learning
Natural Language Processing (NLP)
Requirements
  • A bachelor’s 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
  • Commitment to our values: Welcoming differences, Being relationship-minded, Practicing responsible participation, Having grit
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
Desired Qualifications
  • An advanced degree (master or PhD) in a quantitative field
  • A deep understanding of deep learning, reinforcement learning, and natural language processing
  • Experience with cloud platforms such as AWS, Google Cloud, or Azure, and familiarity with related machine learning services
  • Experience with big data technologies like Hadoop, Spark, or similar
  • Demonstrated prior experience with large language models, and generative AI
  • Enthusiasm in bringing trust to the e-commerce platforms and beyond

Mozilla operates as a not-for-profit organization focused on promoting an open and accessible internet. Its main product is the Firefox browser, which emphasizes user privacy and security. Mozilla generates revenue through partnerships and search engine royalties, allowing it to reinvest in projects that enhance internet health rather than distributing profits to shareholders. This commitment to user empowerment and ethical practices sets Mozilla apart from traditional for-profit tech companies. Additionally, Mozilla engages in advocacy and educational initiatives through the Mozilla Foundation, supporting open-source projects and internet literacy programs. The overall goal of Mozilla is to create a better internet for everyone.

Company Size

1,001-5,000

Company Stage

Grant

Total Funding

$3.4M

Headquarters

Mountain View, California

Founded

1998

Simplify Jobs

Simplify's Take

What believers are saying

  • Growing demand for privacy-focused products boosts Mozilla's market potential.
  • Expansion of premium services like Mozilla VPN enhances revenue streams.
  • Mozilla's advocacy for open-source software aligns with increasing organizational transparency needs.

What critics are saying

  • User backlash over Firefox's new Terms of Use may harm Mozilla's privacy reputation.
  • Privacy complaint by NOYB could lead to legal challenges for Mozilla.
  • Mozilla Foundation's 30% staff layoffs may affect project development and maintenance.

What makes Mozilla unique

  • Mozilla operates as a not-for-profit, focusing on internet health over profit.
  • Mozilla's Firefox browser is renowned for prioritizing user privacy and security.
  • Mozilla reinvests revenue into mission-driven projects, unlike traditional for-profit companies.

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Benefits

Insurance, Health & Wellness. Health Insurance.

Financial & Retirement.

401k Plan

Family & Parenting.

Work From Home.

Vacation & Time Off.

Perks & Discounts. Free Lunch or Snacks.

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

5%

2 year growth

5%
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