51 applicants

Company

Pindrop · 1 day ago

Senior Software Engineer - ML Ops

US - Remote

Full-time

Remote

Senior Level

5+ years exp

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Cyber SecurityFraud Detection

Comp. & Benefits

H1B Sponsor Likely

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Responsibilities

Design, develop, test, and maintain our complex software applications, ensuring high-quality code and adherence to best practices.

Provide technical leadership and guidance to junior engineers and the development team, including code reviews, architecture decisions, and mentoring.

Contribute to the design and architecture of software systems, ensuring scalability, maintainability, and performance.

Analyze and solve complex technical problems, and make recommendations for improvements and optimizations.

Implement and advocate for best practices in testing and quality assurance, including unit testing, integration testing, and automated testing.

Participate in code reviews and provide constructive feedback to ensure code quality and consistency.

Stay current with emerging technologies, tools, and programming languages and apply them where relevant to improve software development processes.

Ensure software adheres to security standards and compliance requirements, addressing vulnerabilities and potential risks.

Design and implement cloud solutions, build MLOps on cloud (AWS, Azure, or GCP)

Build CI/CD pipelines orchestration by GitLab CI, GitHub Actions, Circle CI, Airflow or similar tools

Run code and refactor, optimize, containerize, deploy, version, and monitor its quality for Data Science models

Validate and add automated tests for Data Science models

Work closely with a team of researchers and data scientists to productionize and document research innovations.

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.

Cloud ComputingDockerKubernetesPythonSoftware ArchitectureTerraformAWS CDKMachine LearningMicroservicesRESTful APIsCI/CD PipelinesDatadogELKGrafanaPrometheusXGBoostSciKit-LearnH2OTensorFlowPyTorchKerasSpark MLlibMLflowKubeflowAirflowSeldon CoreTFServingGitJenkins

Required

5-7 Years of Software engineering experience

Experience with cloud computing environments, especially AWS and container-based deployment using Docker and Kubernetes

Experience working with python 2-3 years minimum

Experience operating services in production environments

A strong understanding of software design principles, software architecture and design patterns as well as software development best practices, including testing, version control, and continuous integration

Experience with infrastructure as code tools like Terraform or AWS CDK

Experience in monitoring and performance of Production platforms using tech stacks and tools such as Datadog, ELK, Grafana, Prometheus

Participation in on-call rotation required

Preferred

Experience with Machine Learning frameworks and libraries such as XGBoost, SciKit-Learn, H2O, TensorFlow, PyTorch, Keras, Spark MLlib

Experience with leading industry Machine Learning tools and operation frameworks such as MLflow, Kubeflow, Airflow, Seldon Core, TFServing

Experience building microservices and RESTful APIs

CI/CD pipelines using tools such as GIT, Jenkins

Benefits

Competitive compensation, including equity for all employees

Unlimited Paid Time Off (PTO)

4 company-wide rest days in 2024 where the entire company rests and recharges!

Generous health and welfare plans to choose from - including one employer-paid “employee-only” plan!

Best-in-class Health Savings Account (HSA) employer contribution

Affordable vision and dental plans for you and your family

Employer-provided life and disability coverage with additional supplemental options

Paid Parental Leave - Equal for all parents, including birth, adoptive & foster parents

One year of diaper delivery for your newest addition to the family! It’s our way of welcoming new Pindroplets to the family!

Identity protection through Norton LifeLock

Remote-first culture with opportunities for in-person team events

Recurring monthly home office allowance

When we need a break, we keep it fun with happy hours, ping pong and foosball, drinks and snacks, and monthly massages!

Remote and in-person team activities (think cheese tastings, chess tournaments, talent shows, murder mysteries, and more!)

Company holidays

Annual professional development and learning benefit

Pick your own Apple MacBook Pro

Retirement plan with competitive 401(k) match

Wellness Program including Employee Assistance Program, 24/7 Telemedicine

Company

Pindrop

Glassdoor

3.7

Pindrop uses AI-based IVR authentication and anti-fraud solutions to increase efficiency in call centers and stop fraudulent transactions.

Founded in 2011

Atlanta, Georgia, USA

201-500 employees

http://pindrop.com

H1B Sponsorship

Pindrop 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)

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Trends of Total Sponsorships

2023 (8)

2022 (12)

2021 (23)

2020 (22)