AI\/ML Proof of Concept Engineer

RTP, North Carolina


Employer: Cisco Systems Inc
Industry: Engineer - Software
Salary: Competitive
Job type: Full-Time

Please note this posting is to advertise potential job opportunities. This exact role may not be open today, but could open in the near future. When you apply, a Cisco representative may contact you directly if a relevant position opens.

Who You'll Work With

This customer-facing role involves close collaboration with our field sellers, business units, and partners to translate customer requirements into effective solution demonstrations. You will play a crucial role in demonstrating the potential and practicality of our technologies in supporting LLM/GenAI workloads through the successful execution of POC projects.

Who You Are

We are seeking an innovative and skilled Machine Learning/LLM Engineer to join our team as a Proof of Concept engineer. The ideal candidate will be responsible for implementing and testing open-source models on our compute products tailored to meet the unique needs of our customers. If you are passionate about AI and thrive on bringing innovative solutions to life, we encourage you to apply for this exciting role. Join us in delivering state-of-the-art AI applications that make a real difference for our customers.

What You'll Do

  • Collaborate with multi-functional teams to understand customer requirements and challenges.
  • Design, develop, and demonstrate ML/LLM/Generative AI use cases that address specific customer needs for POC testing.
  • Prototype and test (train/finetune/inference) ML/LLM solutions in real-world scenarios to validate their effectiveness.
  • Prepare detailed POC documentation, including system design, testing protocols, and performance metrics.
  • Present POC results to customers and partners, highlighting the value and capabilities of the Cisco compute products.
  • Gather feedback from POC testing to iterate and improve the customer experience.
  • Stay up-to-date with the latest AI research, tools, and standard methodologies to ensure innovative POC development.
  • Provide technical expertise and support throughout the sales process
Minimum Qualifications:

  • Bachelor's in a STEM field with 4+ years of experience or Master's with 2+years of experience
  • 2+ years experience developing Machine Learning (ML), Large Language Models (LLM) and/or Gen AI solutions
  • Experience with Python and AI/ML related frameworks such as TensorFlow, PyTorch or JAX
  • Experience working with software development standard processes such as SDLC, version control (e.g., Git), testing methodologies, and/or code optimization techniques.
  • Experience with Linux operating system and associated development tools/utilities.
Preferred Qualifications:

  • Experience building and presenting Proof-of-Concept (POC) demos
  • Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
  • Demonstrated coding expertise through published GitHub repositories and code examples
  • Knowledge of data pre-processing, feature engineering, and model evaluation techniques.
  • Experience with NCCL (NVIDIA Collective Communication Library) for optimized distributed computing, HPC experience with MPI or Slurm.
  • Understanding of distributed training and inferencing techniques.
  • Basic understanding of networking concepts
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Message to applicants applying to work in the U.S. and/or Canada:

When available, the salary range posted for this position reflects the projected hiring range for new hire, full-time salaries in U.S. and/or Canada locations, not including equity or benefits. For non-sales roles the hiring ranges reflect base salary only; employees are also eligible to receive annual bonuses. Hiring ranges for sales positions include base and incentive compensation target. Individual pay is determined by the candidate's hiring location and additional factors, including but not limited to skillset, experience, and relevant education, certifications, or training. Applicants may not be eligible for the full salary range based on their U.S. or Canada hiring location. The recruiter can share more details about compensation for the role in your location during the hiring process.

U.S. employees have to quality medical, dental and vision insurance, a 401(k) plan with a Cisco matching contribution, short and long-term disability coverage, basic life insurance and numerous wellbeing offerings. Employees receive up to twelve paid holidays per calendar year, which includes one floating holiday, plus a day off for their birthday. Employees accrue up to 20 days of Paid Time Off (PTO) each year and have access to paid time away to deal with critical or emergency issues without tapping into their PTO. We offer additional paid time to volunteer and give back to the community. Employees are also able to purchase company stock through our Employee Stock Purchase Program.

Employees on sales plans earn performance-based incentive pay on top of their base salary, which is split between quota and non-quota components. For quota-based incentive pay, Cisco typically pays as follows:

.75% of incentive target for each 1% of revenue attainment up to 50% of quota;

1.5% of incentive target for each 1% of attainment between 50% and 75%;

1% of incentive target for each 1% of attainment between 75% and 100%; and once performance exceeds 100% attainment, incentive rates are at or above 1% for each 1% of attainment with no cap on incentive compensation.

For non-quota-based sales performance elements such as strategic sales objectives, Cisco may pay up to 125% of target. Cisco sales plans do not have a minimum threshold of performance for sales incentive compensation to be paid.

Created: 2024-08-22
Reference: 1427391
Country: United States
State: North Carolina
City: RTP