Informacje o stanowisku

Job Description

Classical Machine learning is the go-to solution in tabular data; it works with relatively small amounts of train datasets and has inherent explainability. Along with lower computational requirements, it gets strong demand across multiple domains. Python has become the #1 language for data science, and it is still lacking the performance and efficiency of native languages. You will play a critical role in changing that by helping data science to scale beyond laptops to powerful servers and clusters.

As a part of the team, you will be working on bringing the full potential of the latest Intel CPUs and GPUs to the Python and classical Machine Learning ecosystems. With an efficient backend in C++ and the ability to seamlessly integrate into the existing Python data science codes, our tools unleash orders of magnitude speedups for performance-critical data science operations.

Responsibilities:

1. You will be working in a product team performing design, implementation, testing, code review, and creating documentation.
2. You will cooperate with other teams on component-related issues.
3. You will work with the open-source community and customers.

Qualifications

Minimum Qualifications:

1. 2+ years of experience developing production code in C/C++ and Python.
2. Knowledge in the Machine Learning area.
3. Knowledge in computer science algorithms.
4. Experience with Git and GitHub.

Additional Qualifications:

1. Experience with parallelism in shared (Intel TBB, OpenMP) and distributed memory (MPI, SHMEM, Apache Spark, Dask).
2. Knowledge of Numpy/Scipy, Pandas, Scikit-Learn, Numba internals.
3. Experience with Conda and Pip environments.
4. Experience in performance optimization of numerical applications.
5. Scripting languages (shell is preferred).
6. Experience with SYCL.
7. CMake.

Inside this Business Group

Do you want to impact how thousands of software developers around the world use Intel platforms? Join the Developer Software Engineering (DSE) organization and work on the latest technology enabling compilers, debuggers, analyzers, libraries, and parallel runtimes. You will develop industry-leading software that abstracts and showcases Intel platforms, extracts peak performance, and amplifies Intel business through our Hardware and Software developer communities.

Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as benefit programs which include health, retirement, and vacation. This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances, the work model may change to accommodate business needs.

Gdańsk - Oferty pracy w okolicznych lokalizacjach