200+ applicants

Company

Original Job Post

Invitae · 1 week ago

Machine Learning Engineer

United States

Full-time

Remote

Senior Level

$142K/yr - $174K/yr

5+ years exp

Wonder how qualified you are to the job?

BiotechnologyGenetics

H1B Sponsorship

Comp. & Benefits

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Responsibilities

Design, develop, test, deploy, maintain, and improve machine learning models and systems.

Collaborate with cross-functional teams to understand business requirements and translate them into ML solutions.

Monitor, analyze, and improve the performance of deployed models and integrations based on user feedback and advancements in the field.

Implement advanced machine learning techniques to solve business problems and enhance genetic testing capabilities.

Ensure the scalability, reliability, and security of ML infrastructure.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

AWSAzurePythonPyTorchTensorFlowSpaCyFastAPIKServeKubernetesGitHub ActionsNew RelicData PreprocessingFeature EngineeringModel TrainingModel ServingProblem-SolvingAnalyticalCollaborationCommunicationComputer ScienceMachine LearningLarge Language ModelsNatural Language ProcessingCloud Platforms AWSCloud Platforms GCPCloud Platforms AzureMLOpsModel VersioningDeploymentGenetics

Required

Typically a minimum of 5 years of software development experience with a Bachelor’s degree; or 3 years and a Master’s degree; or 1 year and a PhD in a related field (AI, CS, software engineering).

Proficiency in one or more technical stacks from infrastructure to application code, as well as training and evaluation frameworks within the ML engineering space. (Our stack includes: AWS, Azure, Python, PyTorch, TensorFlow, spaCy, FastAPI, KServe, Kubernetes, GitHub Actions, and New Relic.)

Strong problem-solving and analytical skills.

Experience with data preprocessing, feature engineering, model training and model serving.

Ability to collaborate effectively with cross-functional teams.

Excellent written and verbal communication skills.

Preferred

Advanced degree in Computer Science, Machine Learning, or a related field.

Experience with large language models (LLMs) and natural language processing (NLP) techniques.

Experience with cloud platforms such as AWS, GCP, or Azure.

Familiarity with MLOps best practices and tools for model versioning and deployment.

Knowledge of genetics or experience in the healthcare domain.

Benefits

Medical

Dental

Vision

Life insurance

Disability coverage

Flexible paid time off

Spring Health

Carrot Fertility

401k with company match

ESPP

Generous paid leave programs

Company

Invitae

Glassdoor

3.2

Invitae is a medical genetics company that bring comprehensive genetic information into mainstream medicine to improve healthcare.

Founded in 2010

San Francisco, California, USA

1,001-5,000 employees

http://invitae.com

H1B Sponsorship

Invitae 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

Trends of Total Sponsorships

2023 (7)

2022 (38)

2021 (44)

2020 (19)