Mimecast
Machine Learning Engineer II
United States of America - Ohio - Columbus · Mid
Sponsorship not specifiedDetected 22 days ago
PythonJavaC++KotlinFull-Stack DevelopmentRedshiftAWSMachine LearningPyTorchData ScienceComputer VisionLLMsStatisticsA/B TestingForecastingExcelCustomer SuccessControlsResearchCommunicationCollaborationProblem Solving
About the role
- It is expected that you will understand the business context and challenges as well as articulate practical solutions.
- AI-First Engineering at Mimecast Mimecast is an AI-first engineering organization.
- Machine Learning engineers at Mimecast are empowered to use AI development tools every day-to explore ideas, prototype quickly, interpret data and experiment results in order to advance modeling work with clarity and pace.
Responsibilities
- Provide recommendations and strategies to manage scalability, tuning, and other configurations within the data infrastructure.
- Design and implement robust, end-to-end data and ML pipelines capable of feeding real-time data products.
- Source, clean, and perform feature engineering on raw data using a variety of data tools and frameworks.
- Monitor deployed models for efficacy, throughput, and latency, and iterate as needed to maintain optimal performance.
- Collaborate with diverse teams including Product, Engineering, Marketing, Customer Success, and Sales to develop customer-facing predictive models.
- Work independently with Product to conceptualize, research, and develop new features that drive business value.
- Collaborate with teammates throughout the product development organization, including product owners, User Interface/User Experience Designers, Quality Assurance Analysts, Technical Writers, and Customer Champions.
- Own, shape, and prioritize your work with minimal oversight, demonstrating strong self-management and accountability.
- Proactively establish strong relationships with key stakeholders, quickly building trust and rapport across the organization.
- Foster a collaborative team environment where everyone shares ownership and responsibility, supports one another, and strives for excellence.
Requirements
- Demonstrate advanced programming proficiency in Python, C++, Java, or Kotlin, and possess hands-on expertise with leading tools and frameworks including PyTorch, NLTK, Spacy, OpenCV, Tesseract, and Huggingface.
- Exhibit a robust understanding of linear algebra, stochastic optimization, and probability theory, with a proven ability to translate these concepts into practical real-world solutions.
- Have a track record of working with large-scale datasets (exceeding two million training examples) and effectively managing highly imbalanced data.
- Demonstrate experience in architecting and deploying scalable generative AI services leveraging frameworks such as Langchain, Llamaindex, n8n, and springAI
- Have a strong understanding of handling sensitive data in accordance with Master Service Agreements and compliance requirements.
- Exhibit intellectual curiosity and a strong growth mindset, with a proven ability to learn rapidly in dynamic, loosely structured environments.
Skills
- Machine Learning II Engineer - Incydr Product Development
- AI-First Engineering at Mimecast
- Mimecast is an AI-first engineering organization.
- Fluency in designing modern AI architectures - including LLM and agent-based systems - is a core expectation of the job from day one.
Compensation
- The base salary range for this position is $124,000−$186,000 plus benefits.
Benefits
- Research, design, develop, and maintain state-of-the-art machine learning models optimized for accuracy, latency, and throughput.
- Mentor and guide junior team members, establish and champion best practices, and foster a culture of continuous learning and improvement.
- Possess deep theoretical and practical knowledge of statistical inference and machine learning, with experience in forecasting, time series analysis, hypothesis testing, anomaly detection, classification, and regression.
- Fosters a culture of collaboration, communication, performance and learning.
Company info
- your race, age, religion, sexual orientation, gender identity, ability, marital status, nationality, or any other protected characteristic won't affect your application.
- If you require any adjustments or accommodations due to a disability, or any other reason that may help you in your interview process, please let us know by emailing careers@mimecast.com.
- Due to certain obligations to our customers, an offer of employment will be subject to your successful completion of applicable background checks, conducted in accordance with local law.
- It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment.
- Lead and deliver ML projects from conception to production deployment, impacting thousands of customers.
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