Remote โบ 100% remote position (in the US)(Posted Jan 19 2022)
Job description
Machine Learning Engineer: Senior
CareRev is bringing the future of work to Healthcare! We are developing a robust marketplace that connects trusted Healthcare professionals to relevant per diem shift opportunities. We are working to change the traditional relationship between Healthcare professionals and Healthcare facilities alike, aiming to build a future that ensures people who work in Healthcare have better tools and are empowered to be the healers they want to be.
The Data Science team is pioneering the machine learning product offerings for CareRev. We are looking for passionate machine learning leaders that want the opportunity to own, define, and shape the future of machine learning for CareRev and ultimately for patient care. Your focus will be to work closely with Data Engineers and DevOps Engineers to begin the build-out phase of our end-to-end machine learning pipelines using the latest technologies including Deep Learning, NLP, and OCR. This role reports to the Director of Data Science in an individual-contributor capacity.
What Youโll Do:
Become a thought leader for machine learning best practices when it comes to development, versioning, deployment, testing, and evaluation to provide new ideas to the company.
Create and define scalable machine learning pipelines using microservices methodologies while writing production code to perform research, training, tuning, serving, CI/CD, and monitoring.
Research and develop Deep Learning technologies to improve the performance and evaluation of unsupervised/supervised models, including LTSM, RNN, CNN, RL, and Bayesian Deep Learning.
Utilize Tensorflow, Pytorch, Spark, AWS Sagemaker, GPUโs, NoSQL/SQL and to develop and deploy machine learning models into a production environment
Collaborate and connect across functions to improve and learn from team members in a fast-pace environment.
What Weโre Looking For:
We understand not all people fit the mold, so if you think you do not fit the mold, yet up to the challenge, please apply.
2 to 4 years writing machine learning production code for customers
Experience with creating end-to-end machine learning pipelines using containerization in AWS to improve client-facing products
Experience with Tensorflow, Pytorch, Airflow, Kubernetes, Docker, Microservices,REST APIโs, Python, NoSQL/SQL, and Snowflake
Familiarity with designing database schemas for machine learning pipelines to track model performance and to create feature stores
Familiarity mentoring external and internal teams in machine learning best practices
MLOps experience desired
Start-up experience and non-traditional backgrounds are a big plus
No travel required
Physical Requirements:
Prolonged periods of sitting and/or standing at a desk
Prolonged periods of working on a computer
Repeating motions that may include the wrists, hands and/or fingers
Ability to lift up to 15 pounds of work equipment
Ability to set up home office to include desk and chair
A Few Reasons to Consider Us:
100% remote company
Comprehensive medical, dental, and vision benefits
Short term disability 100% covered by CareRev
Life insurance covered by CareRev
Paid parental leave
Generous paid holidays & unlimited PTO
401K and company match
Office equipment stipend
Learning reimbursement program
CareRev is putting transparency, fairness, and trust back on the table. We deeply value changing the world for the better! To date, CareRev has raised $50M in funding to further our mission. In addition, CareRev has a fantastic group of investors, including Transformation Capital, top Healthcare VC firms, Y Combinator partners, and alumni.
Instructions how to apply Apply at this url: https://Jobhunt.ai/machinelearning-ml-ai-job-yl-Remote-Machine-Learning-Engineer-CareRev-remotework.html Please mention that you found the job at Jobhunt.ai
[ job website ]
Other machine learning jobs that might be interesting
Machine Learning Engineer: Senior Staff - CareRev(May 2022) Remote US, 100% Remote
CareRev is bringing the future of work to Healthcare! CareRev's mission is to build a sustainable future for healthcare professionals. CareRev is a modern marketplace platform offering professionals t...Data Science - Viaduct(April 2022) Menlo Park, California, United States
At Viaduct, we are developing an end-to-end machine learning platform to empower automakers to build safer, more intelligent, and personalized vehicles. Our platform increases the accessibility and ac...
Senior Deep Learning Researcher (Speech Recognition) - AssemblyAI Worldwide, 100% Remote - Salary: $140,000 - 225,000
AssemblyAI is an AI company - we build powerful models to transcribe and understand audio data, exposed through simple APIs.
Hundreds of companies, and thousands of developers, use our APIs to both ...
Senior Machine Learning Engineer - Linc(April 2022) Sunnyvale, California, United States (Remote work possible) Linc is looking for senior machine learning engineers who are passionate about building world class software by applying ML techniques from natural language understanding, dialog system, recommendatio...Senior Machine Learning Engineer - AppLovin(May 2022) Palo Alto, California, United States
AppLovinโs leading marketing software provides mobile app developers a powerful set of solutions to grow their mobile apps. AppLovinโs technology platform enables developers to market, monetize, a...