Sr. Applied AI/ML Engineer
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Vi
US
Summary
The engineer will design and implement data and ML pipelines using customer and internal data lakehouse resources. They will also prototype predictive insight products and conduct feasibility studies to identify new commercial opportunities.
Job Description
Vi manages a petabyte scale data lakehouse that drives data and ML pipelines across all our products. Vi is looking for an engineer with deep expertise building and scaling big-data and ML pipelines. The role will be a hybrid between an FDE that owns integrations of customer data with Vi’s data lakehouse and a platform engineer responsible for packaging Vi’s products into repeatable, scalable, automated pipelines.
Tech Stack
- Apache PySpark, Apache Iceberg, AWS EMR, Glue, S3
- Python, PyTorch, sklearn, xgboost, catboost, mlflow
- AWS SageMaker, Airflow
Key Responsibilities
- Own the design and implementation of data and ML pipelines based on a combination of customer first party data and Vi’s internal data lakehouse.
- Prototype predictive insight products and run rapid feasibility studies to assess new commercial opportunities for Vi’s capabilities built on petabyte scale data lakehouse.
- Identify commonalities between customer engagements to synthesize reusable data capabilities.
What We’re Looking For
- Deep expertise building large-scale data analytics pipelines with Apache Spark.
- Comfortable using Python and AWS technologies for data engineering and ML.
- Strong communication skills to interact with technical counterparts across customer accounts to coordinate data integrations.
Nice to Have
- Experience in the healthcare and life sciences domain.
- Familiarity with ML and statistical modeling methodologies and experimental design.
Responsibilities
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Requirements
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Advantages
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Why choose Vi?
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Why choose Muuv?
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Muuv Labs merged with Vi Labs and is now a Vi Company.
Muuv Labs helps health and wellness companies develop the next generation of products, faster and more affordably than ever before.
WHAT IS MUUV LABS:
* Muuv Labs is a full innovation lab that is leveraging user research and deep data analysis to predict and build future innovations in the health and wellness industry
* Muuv Labs is a world class mix of behavioral psychologists, kinesiologists, content creators and technologists with a passion for wellness who help you understand human behavior, design customer centric products, develop, and market them;
* Muuv Labs is a consortium of strategic partners who help us do postdoctoral level research, integrate media into your products, manufacture, market, and distribute your products, and generate revenue from your list and audience;
* Muuv Labs is an extensive portfolio of modular and reusable IP to deliver solutions rapidly and in a cost-effective manner.
* Muuv Labs is a portfolio of investors who can provide you the capital you need to fund your innovation.
WHO WE WORK WITH:
* 24 Hour Fitness
* Stamina Products/ Walmart Athletic Works
* Anytime Fitness
* Self Esteem Brands
* The Bar Method
* Stronger U Nutrition
WHAT WE DELIVER: Our work is proven to lead to a higher roi than internal efforts
* New Product Innovation: We discover and create the latest in fitness technology, both for our clients and internally.
* Digital Transformation: We have proven methods to shift existing businesses into a digital focused model.
* Digital Enablement: We are able to solve specific, targeted problems that clients may have within their existing digital ecosystem.
* Digital Services: We can provide full stack services for smaller, independent businesses.
Company size
11-50 employees
Industry
Wellness and Fitness Services
Org type
Privately Held
Headquarters
Austin, Texas
Muuv Labs merged with Vi Labs and is now a Vi Company.
Muuv Labs helps health and wellness companies develop the next generation of products, faster and more affordably than ever before.
WHAT IS MUUV LABS:
* Muuv Labs is a full innovation lab that is leveraging user research and deep data analysis to predict and build future innovations in the health and wellness industry
* Muuv Labs is a world class mix of behavioral psychologists, kinesiologists, content creators and technologists with a passion for wellness who help you understand human behavior, design customer centric products, develop, and market them;
* Muuv Labs is a consortium of strategic partners who help us do postdoctoral level research, integrate media into your products, manufacture, market, and distribute your products, and generate revenue from your list and audience;
* Muuv Labs is an extensive portfolio of modular and reusable IP to deliver solutions rapidly and in a cost-effective manner.
* Muuv Labs is a portfolio of investors who can provide you the capital you need to fund your innovation.
WHO WE WORK WITH:
* 24 Hour Fitness
* Stamina Products/ Walmart Athletic Works
* Anytime Fitness
* Self Esteem Brands
* The Bar Method
* Stronger U Nutrition
WHAT WE DELIVER: Our work is proven to lead to a higher roi than internal efforts
* New Product Innovation: We discover and create the latest in fitness technology, both for our clients and internally.
* Digital Transformation: We have proven methods to shift existing businesses into a digital focused model.
* Digital Enablement: We are able to solve specific, targeted problems that clients may have within their existing digital ecosystem.
* Digital Services: We can provide full stack services for smaller, independent businesses.
Company size
11-50 employees
Industry
Wellness and Fitness Services
Org type
Privately Held
Headquarters
Austin, Texas
