Glean

Software Engineer, Machine Learning (India)

Bengaluru, Karnataka, India

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Enterprise Software, Artificial Intelligence, Search and Information RetrievalIndustries

Requirements

Candidates should possess a Bachelor's degree in computer science, math, or a related field, along with 6 or more years of professional experience. They should have experience working with search, recommendation, natural language processing, or other large systems involving machine learning, and proficiency in Python, Go, Java, C++, or other relevant programming languages.

Responsibilities

The Software Engineer, Machine Learning will invent new signals to improve the personalization of the search engine, train models to capture interactions between signals, design smarter ways to domain-adapt language models, discover new ways to combine LLMs with search engines, write robust code, and mentor junior engineers.

Skills

Data analysis
Model design and deployment
Python
Go
Java
C++
Search systems
Recommendation systems
Natural language processing
Large language models
Machine learning frameworks

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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