A Place for Mom · 2 days ago
Sr. Machine Learning Engineer
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Home Health CareHome Services
H1B Sponsor Likely
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Responsibilities
Study and transform data science prototypes and apply appropriate machine learning algorithms and tools.
Design and develop machine learning and Gen AI systems.
Solve complex problems with multilayered data sets and optimize existing machine learning libraries and frameworks.
Construct optimized data pipelines to feed machine learning models.
Run machine learning tests and experiments, and document findings and results.
Implement and monitor model and data quality checks to ensure accuracy and consistency of our models and pipelines in production.
Train, retrain, and monitor machine learning systems and models as needed.
Collaborate with cross-functional teams, including software engineers, data scientists, and product managers, to build machine learning applications that align with business objectives and best practices.
Provide support on model and data-related issues and queries from other teams including providing clear and actionable reporting for stakeholders.
Create and maintain comprehensive documentation for machine learning processes, models and pipelines.
Implement and promote best practices for machine learning, including coding standards, maintenance and governance of machine learning models.
Qualification
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Required
5+ years of proven experience as a Machine Learning Engineer, with significant experience working with data from structured and unstructured data sources, ETL processes, and data quality management.
Strong proficiency in SQL, Databricks, AWS services, Python, Spark and machine learning frameworks such as XGBoost, Scikit, TensorFlow, Keras or PyTorch.
Excellent analytical and problem-solving skills with a strong ability to derive insights from complex data sets.
Effective communication skills with the ability to convey technical information and business impact to non-technical stakeholders.
Master’s degree in Computer Science, Mathematics, or a related field, or equivalent working experience.
Benefits
401(k) plus match
Dental insurance
Health insurance
Vision Insurance
Paid Time Off
Company
A Place for Mom
A Place for Mom is a for-profit senior care referral service providing information about senior housing and elder care providers.
H1B Sponsorship
A Place for Mom has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (4)
2021 (4)
2020 (1)
Funding
Current Stage
Late StageTotal Funding
$184.5MKey Investors
Insight PartnersBattery Ventures
2022-01-24Private Equity· $175M
2017-08-14Private Equity· undefined
2010-07-09Acquired· undefined
Leadership Team
Recent News
Washington Post
2024-06-04
McKnight's Senior Living
2024-06-04
Company data provided by crunchbase