Senior Fullstack AI Engineer - Agents
Vannevar LabsSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Software, Knowledge ManagementIndustries
Requirements
Candidates should have 2+ years of experience as a Staff Engineer, Principal Engineer, or equivalent, and over 5 years of industry experience in AI or Machine Learning Engineering. Proven ability to design, build, and ship production-ready systems is required, along with proficiency in an ML framework of choice and strong coding skills in languages such as Python, Go, Java, or C++. Experience with agentic frameworks, reinforcement learning, natural language processing, or other large ML systems is necessary. A proactive, positive attitude and the ability to thrive in a customer-focused, cross-functional environment are also essential.
Responsibilities
The Machine Learning Engineer will provide expert-level individual contributions and thought leadership to build the next generation of intelligent enterprise AI assistants and autonomous AI agents. This includes working at the intersection of applied research and production engineering in areas such as agentic frameworks, LLM orchestration, low latency LLM inference and optimization, domain adapted and memory augmented LLMs, reinforcement learning, and building evaluation frameworks for complex enterprise tasks. Responsibilities also involve building frameworks for LLM-powered agents, inventing new agentic architectures, designing and optimizing reinforcement learning and fine-tuning approaches, leading the development of scalable evaluation and optimization loops, driving technical strategy, mentoring other engineers, and writing robust, maintainable, and well-tested code.
Skills
Machine Learning
AI
LLM
Agentic Frameworks
LLM Orchestration
Low Latency LLM Inference
Reinforcement Learning
LLM Optimization
Domain Adapted LLMs
Memory Augmented LLMs
Enterprise Search
Knowledge Management
Problem-Solving
Thought Leadership
Glean
AI-powered search tool for workplace productivity
About Glean
Glean enhances workplace productivity by providing an AI-powered search tool that works across all applications within a company. This tool utilizes deep learning-based Language Models to understand natural language queries, allowing users to find information more easily. It continuously learns from the specific language and context of a company, improving the relevance of search results without manual adjustments. Additionally, Glean offers a chat assistant that can analyze and summarize information from various company documents and conversations, further increasing efficiency. Unlike many competitors, Glean's focus on natural language processing and its ability to adapt to a company's unique context set it apart. The goal of Glean is to streamline information retrieval in the workplace, making it accessible and efficient for all types of organizations, from startups to large enterprises.
Palo Alto, CaliforniaHeadquarters
2019Year Founded
$637.1MTotal Funding
SERIES_ECompany Stage
Enterprise Software, AI & Machine LearningIndustries
501-1,000Employees
Benefits
Healthcare - Happy and healthy go together. We cover medical, dental, and vision for you and yours.
Competitive compensation - Have a real stake in your job and your future with competitive stock options.
401(k) - We make it easy to save for the future today by contributing to a 401k.
Flexible work - We work 3 days a week in the office, though we believe in folks working where they can be most effective.
Company events - We work hard and play hard - from weekly happy hours to our annual company retreat.
Unlimited PTO - Flexible hours, PTO, company-wide summer and winter break shutdown
Transparent culture - By default we keep things open and accessible so we can make better decisions together, faster.
Learning and development - We offer a learning stipend to help you grow and achieve your goals.
Free meals - With lunch and dinner options every day, no need to work while you’re hungry.
Risks
Inflated valuations in AI could lead to financial instability for Glean.
Competition from tech giants like Microsoft and Amazon pressures Glean's market share.
Opening a new office in Bengaluru may strain resources and impact operational efficiency.
Differentiation
Glean uses AI to enhance workplace productivity with a unique search tool.
The platform integrates with enterprise data, providing personalized, context-aware search results.
Glean's AI assistant offers analyses and summaries, reducing time spent on information retrieval.
Upsides
Glean's $260M funding round doubled its valuation to $4.6 billion in 2023.
The rise of hybrid work models increases demand for Glean's seamless information retrieval tools.
Growing data privacy emphasis allows Glean to offer robust, compliant data hosting options.
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