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Company

NTT DATA · 8 hours ago

Remote Machine Learning Engineer

Plano, TX

Full-time

Remote

Mid Level

$100/hr - $115/hr

3+ years exp

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Information ServicesInformation Technology

H1B Sponsor Likely

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Responsibilities

Focus on ML system iteration and performance measurement

Iterate on existing ML models built for high-impact game recommendation and personalization applications, by benchmarking and adding new features to the model, tuning the blending of multiple models’ predictions, and enhancing model inference efficiency

Iterate on existing offline and online evaluation metrics, and study the correlations between metrics

Evaluate model performance by running suites of metrics in offline evaluation, as well as using online experiment data, and performing subgroup analysis, to help the team find the next improvement area that will gain maximum KPI lift

Enhance the explainability of models running in production, providing additional insights for our product and business partners to better use our models and make a better roadmap

Collaborate with existing machine learning engineers and data scientists and backend 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.

Machine LearningPythonRecommendation AlgorithmsTensorFlowPySparkDatabricksAWSScalaSnowflakeKubeflowTectonJenkinsA/B Test AnalysisCausal InferenceFeature Store

Required

Advanced degree (Master’s or Ph.D.) in Computer Science/Statistics/Data Science, specializing in machine learning

3+ years of industry experience working in ML/DS teams (pls don’t include years in a research group or R&D team)

Strong programming skills in languages such as Python, Scala, with proficiency in machine learning libraries and frameworks like TensorFlow, PySpark

Hands-on Experience in Databricks

Proven track record of successfully delivering large-scale commercial machine-learning products from conception to production

Excellent problem-solving skills and analytical skills

Expertise in recommendation algorithms

Experience with software engineering principles, and use of cloud services like AWS

Preferred

Experience in Snowflake, Kubeflow, Tecton, Jenkins

Experience analyzing large-scale data and delivering insights

Experience in building 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 machine learning, A/B test analysis and casual inference

Benefits

Medical, dental, and vision insurance with an employer contribution

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

Glassdoor

3.9

NTT DATA provides broad range of IT services and solutions, including consulting, systems integration, and IT outsourcing. It is a sub-organization of Nippon Telegraph and Telephone.

Founded in 1988

Koto, Tokyo, JPN

10001+ employees

https://www.nttdata.com/jp/ja/

H1B Sponsorship

NTT DATA 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

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Trends of Total Sponsorships

2023 (185)

2022 (731)

2021 (838)

2020 (1190)