Craft sophisticated innovative embedded firmware that deliver more performance in our products than ever before! Transform improved hardware elements into a single, coordinated design. Innovate new wireless systems technologies that continually outperform the previous iterations. Push the industry boundaries of what wireless systems can do and improve the product experience for our customers across the world.
Requirements
- Proficient Python developer with 3+ years proven programming skills using standard ML tools such as PyTorch, Tensorflow, and HuggingFace
- Good understanding of machine learning, deep learning and natural language (including LLMs) processing and ability to optimize machine learning models to adapt to solving various kinds of issues
- Hands on experience in implementing end-to-end machine learning projects
- Proficient Python developer with 5+ years shown programming skills using standard ML tools such as PyTorch, Tensorflow, and HuggingFace
- Proven understanding of machine learning, deep learning and natural language (including LLMs) processing and ability to optimize machine learning models to adapt to solving various kinds of issues
- Experience in developing machine learning models and /or deep learning models, feature engineering and rich experience in implementing end-to-end machine learning projects
- Experience with relational database (e.g Postgres), SQL and non-relational database (e.g.Mango DB)
Responsibilities
- Developing groundbreaking data processing pipeline based on machine learning models
- Demonstrating data science algorithms to parse extensive data and logs in timely manner to automatically tackle the issues or provide recommendations for the next step of solving problem
- Partnering with FW engineering teams in integrating and deploying ML models and data processing pipeline as part of entire automation system to deliver analysis results to benefit FW engineers in debugging issues
- Work with an amazing team, brainstorm new insights, and develop models and algorithms to solve complicated problems that have a meaningful impact
- Craft sophisticated innovative embedded firmware
- Transform improved hardware elements into a single, coordinated design
- Innovate new wireless systems technologies
Other
- BS and a minimum of 3 years relevant industry experience
- Ability to think creatively and identify, build, and support solutions and roadmaps focused on automation and reduction of manual processes
- Masters or PhD degree
- Experience in applying analytics and statistical methods to transform data into useful insights and actionable results
- Strong critical thinking and interpersonal skills with the ability and desire to learn and evaluate new technologies
