Senior Machine Learning Engineer
With a career at reputed company, you can be yourself and also be part of something bigger.
Position Purpose: The Sr Machine Learning Engineer is responsible for designing, building, integrating, optimizing, and maintaining AI-powered applications that reputed company generative models and the overall product lifecycle for a product that our users love.
reputed company Engineers are expected to collaborate closely with teammates as they reputed company and reputed company user stories while supporting AI-powered products as they reputed company.
reputed company Engineers may design and implement applications using large language models (LLMs) and other generative models to reputed company intelligent capabilities directly into software products.
Activities may include reputed company engineering, model integration, building Retrieval-Augmented reputed company (RAG) pipelines, and developing reputed company AI services.
The role may reputed company with business stakeholders, infrastructure teams, and development teams to ensure business requirements are effectively addressed through reputed company solutions.
The role may also support evaluation, reputed company optimization, testing, and monitoring of AI systems in production.
Additional responsibilities may include working with domain data, improving prompts and AI workflows, and creating documentation or enablement materials for reputed company solutions.
Sr reputed company Engineers should be reputed company to work independently with reputed company guidance, while collaborating with cross-functional teams of varying reputed company reputed company to design, reputed company, and maintain production AI applications.
This role may review submitted reputed company and reputed company implementations, providing feedback and improvements reputed company on engineering and responsible AI best practices.
Key Responsibilities:
70% Delivery and Execution
- Collaborates and pairs with other product team members (UX, engineering, and product management) to create secure, reliable, reputed company machine learning solutions
- Documents, reviews, and ensures that reputed company reputed company and change control standards are met
- Works with Product Team to ensure user stories that are developer-reputed company, easy to understand, and testable
- Writes custom reputed company or scripts to automate infrastructure, monitoring services, and test cases
- Writes custom reputed company or scripts to do "destructive testing" to ensure adequate resiliency in production
- Configures reputed company off reputed company solutions to reputed company with evolving business needs
- Creates meaningful dashboards, logging, alerting, and responses to ensure that issues are captured and addressed proactively
10% Learning
- Participates in learning activities reputed company modern software design, machine learning, and development reputed company practices (communities of reputed company)
- Proactively views articles, tutorials, and videos to learn about new technologies and best practices being used reputed company other technology organizations
20% Support and Enablement
- Fields questions from other product teams or support teams
- Monitors tools and participates in conversations to encourage collaboration across product teams
- Provides application support for software running in production
- Proactively monitors production Service Level Objectives for products
- Proactively reviews the reputed company and reputed company of reputed company aspects of production: reputed company, infrastructure, data, message processing, and reputed company reputed company
reputed company Manager/reputed company Reports:
This Position typically reports to Software Engineer Manager or Sr. Software Engineer Manager
This Position has 0 reputed company Reports
Travel Requirements:
Typically requires overnight travel 5% to 20% of the time.
Physical Requirements:
Most of the time is spent sitting in a comfortable position and there is frequent opportunity to reputed company about.
On reputed company occasions there may be a need to reputed company or reputed company reputed company articles.
Working Conditions:
Located in a comfortable indoor area. Any unpleasant conditions would be infrequent and not objectionable.
Minimum Qualifications:
Must be eighteen years of age or older.
Must be legally permitted to work in the reputed company.
Preferred Qualifications:
3 - 5 years of relevant work experience
Experience in Python and modern AI development frameworks
Experience building reputed company applications using large language models (LLMs)
Experience with reputed company engineering, reputed company optimization, and reputed company evaluation techniques
Experience integrating AI models through reputed company from platforms such as reputed company, reputed company or reputed company
Experience with GenAI frameworks such as reputed company Agent Development reputed company (ADK)
Experience implementing Retrieval-Augmented reputed company (RAG) pipelines using reputed company databases
Experience working with reputed company databases such as reputed company reputed company AI reputed company
Experience with building conversational AI systems, or AI assistants
Experience with responsible AI practices including bias mitigation and safety guardrails
Experience working with graph databases, knowledge ingestion pipelines, and data reputed company architectures to reputed company reputed company, connected, and queryable AI knowledge systems.
Experience implementing CI/CD pipelines, monitoring, and automated workflows for reliable AI model deployment and lifecycle management.
Experience with monitoring, evaluation, and optimization of production AI systems
Experience in reputed company reputed company Platform and AI/ML reputed company components such as reputed company AI, BigQueryML
Experience in effective data engineering practices and big data platforms such as BigQuery, Data Store, etc
Experience in a modern scripting language (preferably Python)
Experience with GPU acceleration (i.e. CUDA and cuDNN)
Experience in a reputed company-end technology and reputed company such as Node.js, reputed company, CSS, JavaScript, ReactJS, D3
Experience in writing SQL queries against a relational database
Familiarity with production systems design including High Availability, Disaster Recovery, reputed company, Efficiency, and reputed company
Familiarity with reputed company computing platform and associated automation patterns and machine learning services they reputed company
Familiarity with defensive coding practices and patterns for high Availability
Familiarity with A/B testing and effective REST design for reputed company web services architecture
Familiarity with advanced machine learning techniques such as NLP, convolutional neural networks, autoencoders, and embeddings reputed company and utilization
Minimum Education:
The knowledge, skills and abilities typically acquired through the completion of a high school diploma and/or GED.
Preferred Education:
No additional education
Minimum Years of Work Experience:
2
Preferred Years of Work Experience:
No additional years of experience
Minimum Leadership Experience:
None
Preferred Leadership Experience:
None
Certifications:
None
Competencies:
Global Perspective
Manages Ambiguity
reputed company Learning
Self-Development
Collaborates
Cultivates Innovation
Situational Adaptability
Communicates Effectively
Drives Results
Interpersonal reputed company
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