ML Engineer II: Build & Optimize Value-Driven ML Models

Compunnel, Inc.; Aliso Viejo (CA); On-site; USD 100,000 - 130,000; Full time

Job summary

Compunnel, Inc. seeks a ML Engineer II to design and develop ML models that address business challenges using advanced techniques. You'll collaborate with various teams to create effective ML solutions and participate in testing, fine-tuning models, and documenting your work.

The ideal candidate will have experience in cross-functional teamwork and data wrangling, along with a solid understanding of ML processes.

Qualifications

• Ability to design and develop ML models to solve business problems using state‑of‑the‑art techniques.
• Experience with cross‑functional teams including business, technology, and product.
• Proficiency in creating viable datasets.
• Experience with ML experiments and baseline model building.
• Ability to fine-tune models for optimum performance.

Responsibilities

• Collaborate with teams to understand product vision and build ML solutions.
• Execute data wrangling activities for dataset creation.
• Conduct ML experiments and assess feasibility.
• Test models against business acceptance criteria.
• Document relevant artifacts for communication.

Skills

ML model design and development

Data wrangling

Collaboration with cross-functional teams

ML experimentation

Model fine-tuning

Documentation for business communication

Job description

Compunnel, Inc. seeks a ML Engineer II to design and develop ML models that address business challenges using advanced techniques. You'll collaborate with various teams to create effective ML solutions and participate in testing, fine-tuning models, and documenting your work.

The ideal candidate will have experience in cross-functional teamwork and data wrangling, along with a solid understanding of ML processes.