Applied Scientist, Machine Learning Accelerator - Annapurna Labs

About the role

This role involves developing an understanding of a custom machine learning instruction set architecture, modeling correctness of instruction streams using first-order logic, creating custom APIs to control scheduling and randomness, deploying algorithms to ensure concurrent code safety, and creating coverage metrics to ensure solution space coverage. The role also includes using novel methods like machine learning to automate content creation.

Responsibilities

• Develop an understanding for a custom machine learning instruction set architecture.
• Model correctness of instruction streams using first order logic.
• Create custom API's to allow control over scheduling and randomness.
• Deploy algorithms to ensure concurrent code is safely constructed.
• Create coverage metrics to ensure solution space coverage.
• Use novel methods like machine learning to automate content creation.

Requirements

• 3+ years of building models for business applications experience.
• PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience.
• Experience in patents or publications at top-tier peer-reviewed conferences or journals.
• Experience programming in Java, C++, Python or related language.
• Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing.

Qualifications

• Experience using Unix/Linux.
• Experience in professional software development.

Skills

• Experience with SMT solvers.
• Experience with custom software code to guide the solution space.
• Experience with machine learning to automate content creation.

Benefits

• Comprehensive benefits including health insurance, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage.
• 401(k) matching.
• Paid time off.
• Parental leave.

Pay

Base salary range for this position is $142,800.00 - $193,200.00 USD annually.

Schedule

Not specified.