Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
NoVisa
TechnologyIndustries
Requirements
- 5+ years of experience as a Machine Learning Engineer
- Strong experience in NLP, with a focus on using transformers
- Proven experience developing machine learning models and algorithms
- Experience with Deep Learning in frameworks such as Tensorflow, Keras or Pytorch
- Experience working with Google Cloud (preferred)
- Strong Python programming skills
- Expertise in SQL for data manipulation and analysis
- Experience with LLMs and Prompt Engineering
- Experience developing model APIs using Python frameworks such as FastAPI and BentoML (preferred)
- Experience with search and recommender systems (preferred)
- Familiarity with AWS services (preferred)
- Based out of Brazil, Colombia, Chile, Costa Rica, Argentina, Mexico
Responsibilities
- Develop and implement machine learning algorithms to solve complex problems
- Design and maintain data pipelines, including transformations and preprocessing
- Develop methods for effective data analysis and insight generation
- Create and optimize innovative algorithms for various applications
- Conduct data analysis to identify trends and insights
- Test hypotheses and validate models through rigorous experimentation
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What is the location requirement for this contractor role?
The role is based out of Brazil, Colombia, Chile, Costa Rica, Argentina, or Mexico.
Are company benefits available for this position?
No, this contractor role is not eligible to participate in company-sponsored benefits.
What are the key skills required for this Senior Machine Learning Engineer role?
Candidates need 5+ years of experience as a Machine Learning Engineer, strong NLP expertise with transformers, proven ML model development, deep learning in TensorFlow/Keras/PyTorch, strong Python and SQL skills, plus experience with LLMs and prompt engineering.
Is a salary or compensation range provided for this contractor position?
This information is not specified in the job description.
What experience stands out for a strong application to this role?
Highlight 5+ years in ML engineering, deep NLP and transformers expertise, deep learning frameworks like PyTorch, Python/SQL proficiency, LLMs/prompt engineering, and preferred skills like Google Cloud, FastAPI/BentoML, or search/recommender systems.
Newsela
Provides tailored educational content for K-12
About Newsela
Newsela offers tailored educational content for K-12 students, providing engaging instructional materials in subjects like English Language Arts, Science, and Social Studies. Schools and districts subscribe to access a library of articles that are updated daily and available at five different reading levels, ensuring accessibility for all students. The platform integrates with Learning Management Systems and includes features like activities and reporting tools to support teachers. Newsela's goal is to enhance student engagement and improve teaching methods through flexible, standards-aligned resources.
New York City, New YorkHeadquarters
2013Year Founded
$167.5MTotal Funding
SERIES_DCompany Stage
EducationIndustries
201-500Employees
Benefits
Medical, dental, & vision insurance
Pet insurance
Work from home
Parental leave
Flexible PTO
Inclusive experiences
Professional development
Risks
Partnerships with controversial content providers may lead to backlash and affect market reach.
Recent layoffs could indicate financial instability or restructuring challenges.
New CEO Pep Carrera may lead to strategic shifts disrupting client relationships.
Differentiation
Newsela offers content at five reading levels, catering to diverse student needs.
The platform integrates with Learning Management Systems for seamless educational content delivery.
Newsela's partnerships enhance its content library, supporting social-emotional learning initiatives.
Upsides
Increased demand for personalized learning tools boosts Newsela's growth potential.
The acquisition of Formative enhances Newsela's real-time assessment capabilities.
Hybrid learning models increase demand for Newsela's flexible digital content.
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