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BetterHelp · 4 days ago
Senior/Staff Machine Learning Engineer
Mountain View, CA
Full-time
Onsite
Senior Level
$175K/yr - $235K/yr
3+ years exp
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Responsibilities
Build custom ML, RL, and causal inference tools which enable the data scientists, product managers, and operations to make more informed decisions
Partner with the engineers to incorporate the ML models into production
Design, prototype, and productionalize scalable machine learning and optimization models
Play a critical role in setting up the best practices in machine learning, setting direction of the machine learning platform
Develop frameworks, pipelines, libraries, utilities, and tools that process massive data for ML tasks
Partner with data scientists to troubleshoot and optimize complex data pipelines
Work with product managers and business partners to gather requirements for machine learning models
Build model deployment platform that can simplify implementing new models
Build end-to-end reusable pipelines from data acquisition to model output delivery
Mentor and guide junior data scientists to deploy their models into production
Design & Build ML (engineering) solutions that unlock new ML modeling capabilities for BetterHelp
Qualification
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Required
3+ years of experience in machine learning
Experience integrating machine learning models in production
Expertise in deep learning, transformer and language models
Strong background in causal inference and optimization techniques
Solid background in machine learning model techniques
Strong knowledge of computer science fundamentals, including object-oriented programming, data structures, and algorithms
Expert in Python and SQL
Expert in pandas, numpy, pytorch, keras, tensorflow, statsmodel, ray
Superb written and oral communication skills
Experience in writing data pipeline and machine learning libraries and utilities
Willingness to learn new technologies
Willingness to mentor junior ML engineers and data scientists
Comfortable in a high-growth, fast-paced, and agile environment
Ability to work in the US, to travel to our Mountain View, California offices up to three times per year and to an additional company offsite.
Preferred
M.S. or Ph.D. degree in computer science, computational science, computer engineering, operations research or equivalent
Experience in reinforcement learning
Experience working with AWS EMR, Sagemaker or other cloud-based platforms
Experience with Data stores such as S3, Snowflake, and DynamoDB
Prior experience in production deployments on AWS Lambda, Fargate, EMR, or Airflow
Experience with development environment and deployments using Docker
Benefits
Excellent health, dental, and vision coverage
401k benefits with employer matching contribution
Unrivaled perks program (including free therapy, UberEats, and more)
Remote work with regular in-person bonding experiences sponsored by the company
Office in the heart of downtown Mountain View, a three-minute walk from Caltrain
Commuter benefits, FSA accounts, and Employee Stock Purchase Programs
The chance to build something that changes lives – and that people love
Any piece of hardware or software that will make you happy and productive
An awesome community of co-workers
Company
BetterHelp
BetterHelp is an online counseling platform that connects its members to licensed therapists.
201-500 employees
Funding
Current Stage
Growth StageTotal Funding
unknown2015-01-01Acquired· by Teladoc Health ($4.5M)
Leadership Team
Danny Bragonier
Co-founder
Rushabh Gandhi
VP of Product
Recent News
2024-05-23
2024-05-23
Company data provided by crunchbase
