
Principal Machine Learning Engineer
Aimpoint Digital
full-time
Posted on:
Location Type: Remote
Location: United States
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Job Level
Tech Stack
About the role
- Define high-level business objectives directly with clients
- Develop and execute the project plan to meet business objectives
- Proactively research data science space to deliver solutions
- Lead teams over the entire data science lifecycle
- Provide technical leadership and own specific technical components
- Manage client relationships and create value-driving initiatives
- Design and develop feature engineering pipelines
- Build ML & AI infrastructure and deploy models
Requirements
- Degree in Computer Science, Engineering, Mathematics, or equivalent experience
- 5+ years of experience developing and deploying ML models in any platform (Azure, AWS, GCP, Databricks etc.)
- Experience designing deploying, and scaling Generative AI and machine learning systems in production
- Experience with managing stakeholders and collaborating with customers
- Strong written and verbal communication skills required
- Ability to manage an individual workstream independently
- Expertise in software engineering concepts and best practices
- Familiarity with traditional machine learning tools such as Python, SKLearn, XGBoost, SparkML, etc
- Experience with deep learning frameworks like TensorFlow or PyTorch
- Knowledge of ML model deployment options (e.g., Azure Functions, FastAPI, Kubernetes) for real-time and batch processing
- Experience with CI/CD pipelines (e.g., DevOps pipelines, GitHub Actions)
- Knowledge of infrastructure as code (e.g., Terraform, ARM Template, Databricks Asset Bundles)
- Understanding of advanced machine learning techniques, including graph-based processing, computer vision, natural language processing, and simulation modeling
- Experience with generative AI and LLMs, such as LLamaIndex and LangChain
- Consulting Experience
- Deep expertise in Generative AI and Large Language Models
Benefits
- Professional development
- Willingness to travel
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdeep learningfeature engineeringGenerative AIPythonSKLearnXGBoostTensorFlowPyTorchCI/CD
Soft Skills
communicationstakeholder managementteam leadershipindependent workclient relationship management