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Company

NTT DATA North America · 6 hours ago

MLOps Engineer

Plano, TX

Full-time

Remote

Mid Level

$85/hr - $110/hr

3+ years exp

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Responsibilities

Focus on model deployments & performance monitoring, training & inference cost optimizations, tech stack upgrades & migrations

Design, improve, and implement best practices in continuous integration and delivery pipelines to speed the rate at which our machine learning engineers can go from ideation to operationalizing machine learning models in a repeatable manner

Setup new model training pipelines ensuring proper tagging, monitoring, alerting, and logging are in place

Deploy projects into a streamlined environment strategy ensuring they can take advantage of best practices

Identify cost savings in areas where computation and storage utilized for model training and inference can be optimized

Support existing day to day requests through our service desk raised by our platform's customers to quickly provide access, unblock issues, and provide general guidance on best platform practices and patterns

Collaborate with existing machine learning engineers, data scientists and ML platform engineers from cross-functional teams

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.

MLOps experiencePythonAWS ecosystemDatabricksMlFlowSeldonGitDockerKubernetesJenkinsPrometheusGrafanaScalaJavaDevOps best practicesCI/CD toolingSnowflakeKubeflowTecton

Required

Advanced degree (Master’s or above) in Computer Science, specializing in software engineering or platform engineering

3 years of industry experience working in MLOps position

Strong programming skills in languages such as Python, Scala, and Java

Hands-on Experience in Databricks, mlFlow, Seldon

Excellent problem-solving skills and analytical skills

Deep knowledge of the AWS ecosystem

Expertise in Git, Docker, Kubernetes, Jenkins, Prometheus, and Grafana

Preferred

Experience in supporting as platform engineer, large-scale online customer-facing ML applications, preferably recommendation systems

Experience working with custom ML platforms, feature store, and monitoring ML models

Familiarity with best practices in DevOps, MLOps

Knowledge of additional CI/CD tooling such as Prow, Bazel, and ArgoCD

Experience in Snowflake, Kubeflow, Tecton

Benefits

Medical, dental, and vision insurance

Flexible spending or health savings account

Life, and AD&D insurance

Short-and long-term disability coverage

Paid time off

Employee assistance

Participation in a 401k program with company match

Additional voluntary or legally required benefits

Company

NTT DATA North America

Glassdoor

3.9

NTT DATA, Inc. is a trusted global innovator of business and technology services.

Founded in 1988

Plano, Texas, USA

10001+ employees

https://us.nttdata.com

H1B Sponsorship

NTT DATA North America 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

2023 (185)

2022 (731)

2021 (838)

2020 (1190)