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Software Engineer / Architect (C++ - OpenMP - MPI - GPU)

Afiniti Software Solutions Pvt Ltd

ایک سے زیادہ شہر، پاکستان

درخواست بھیجیں

مارچ ۰۵, ۲۰۱۸ شائع ہوئی 1 نے دیکھا

Afiniti uses data science to enhance human interactions in large enterprises by efficiently pairing customers with company representatives. Our current main focus is improving contact center interactions in fields ranging from telecommunications to healthcare to banking to hospitality.

As a member of the AI R&D team, you’ll develop high-performance statistical and numerical optimization packages to be used by our AI production team. Our pairing technology requires extremely high precision estimates to operate at full performance. We work with methods that are computationally expensive even for moderately sized datasets. In this role, you will dive into our core machine learning algorithms, tune them for performance, apply parallelization strategies where possible, and implement the next generation of algorithms. You will also set up simulation and performance labs to understand the performance of our pairing software, working closely with researchers and other R&D engineers.

This position reports to the Director of AI R&D.

Job Responsibilities and Requirements

Proven software engineering experience in C++
Passion for writing beautiful code and tuning performance
Strong ability to think analytically and a basic familiarity with statistics, Monte Carlo methods, or numerical optimization
Solid written and verbal communication skills to document and explain complex systems
Demonstrated ability to manage time independently and take projects to completion
Willingness to both teach others and learn new techniques
Comfort working in a collaborative environment with cross-team communication to bring projects into production

Pluses

Graduate degree in Computer Science, Operations Research, Mathematics or other relevant fields.
Ability to set up performance labs
Experience with a language like Python or R for data analysis.
In-depth knowledge of machine learning, statistics, or linear programming.
Linux system administration and shell scripting.
DevOps or continuous deployment/integration experience.

Education

Minimum of a Graduate Degree in a quantitative or technical discipline

Experience

Junior to Mid-Level Professionals are required for this role
Experience with computationally intensive applications and parallelization frameworks like MPI or OpenMP, GPU programming, or multicore architectures like Xeon Phi

Travel Requirements

Relocation Available