Senior Data Scientist

Westford, MA, United States

Utilize advanced data analysis, statistical and machine learning techniques to identify patterns and trends large data sets (big-data) of test results/logs to develop and implement data-driven solutions. Implement machine learning and natural-language-processing (NLP) methodologies to train and deploy data-scientific models that improve, support and streamline the work of the quality engineering (QE) teams at Red Hat.

*Telecommuting permitted: work may be performed within normal commuting distance from the Red Hat, Inc. office in Westford, MA.

What You Will Do:

Design roadmaps and write python scripts, develop python scripts and maintain high quality standards to deploy the model into production.

Analyze given data to identify patterns and then document the finding for further investigation and feedback.

Participate in start-to end procedure of AI / ML initiative, including requirements/data gathering, designing the flow, and preparing the schedule for the initiative.

Strategize the end-to-end process of AI / ML initiative in accordance with the project's scope and delivery dates.

Collaborate with others on the data science team and QE teams to provide feedback and suggestions to improve the functionality, development, and analysis of the data.

Access and maintain the database collection of test results and log files from the QE teams.

Monitor logs and create dashboards of defects using Grafana and Kibana and provide technical support and solutions to customers.

What You Will Bring:

Bachelor’s degree (U.S. or foreign equivalent) in Computer Science, Information Systems, Mathematics, or related field and two (2) years of experience in the job offered or related role.

Must have one (1) year of experience with Python scripting language;

Must have one (1) year of experience with SQL;

Must have one (1) year of experience with statistical data analysis and visualization methodologies;

Must have one (1) year of experience with classical machine learning modeling;

Must have one (1) year of experience with model deployment and MLops methodologies.

Must have six (6) months of experience with natural language processing (NLP) models;

Must have six (6) months of experience with task management systems, including Jira or Monday.

#LI-DNI

The salary range for this position is $127,890.00 - $211,180.00. Actual offer will be based on your qualifications. Utilize advanced data analysis, statistical and machine learning techniques to identify patterns and trends large data sets (big-data) of test results/logs to develop and implement data-driven solutions. Implement machine learning and natural-language-processing (NLP) methodologies to train and deploy data-scientific models that improve, support and streamline the work of the quality engineering (QE) teams at Red Hat.

*Telecommuting permitted: work may be performed within normal commuting distance from the Red Hat, Inc. office in Westford, MA.

What You Will Do:

Design roadmaps and write python scripts, develop python scripts and maintain high quality standards to deploy the model into production.

Analyze given data to identify patterns and then document the finding for further investigation and feedback.

Participate in start-to end procedure of AI / ML initiative, including requirements/data gathering, designing the flow, and preparing the schedule for the initiative.

Strategize the end-to-end process of AI / ML initiative in accordance with the project's scope and delivery dates.

Collaborate with others on the data science team and QE teams to provide feedback and suggestions to improve the functionality, development, and analysis of the data.

Access and maintain the database collection of test results and log files from the QE teams.

Monitor logs and create dashboards of defects using Grafana and Kibana and provide technical support and solutions to customers.

What You Will Bring:

Bachelor’s degree (U.S. or foreign equivalent) in Computer Science, Information Systems, Mathematics, or related field and two (2) years of experience in the job offered or related role.

Must have one (1) year of experience with Python scripting language;

Must have one (1) year of experience with SQL;

Must have one (1) year of experience with statistical data analysis and visualization methodologies;

Must have one (1) year of experience with classical machine learning modeling;

Must have one (1) year of experience with model deployment and MLops methodologies.

Must have six (6) months of experience with natural language processing (NLP) models;

Must have six (6) months of experience with task management systems, including Jira or Monday.

#LI-DNI

The salary range for this position is $127,890.00 - $211,180.00. Actual offer will be based on your qualifications. Pay Transparency

Red Hat determines compensation based on several factors including but not limited to job location, experience, applicable skills and training, external market value, and internal pay equity. Annual salary is one component of Red Hat’s compensation package. This position may also be eligible for bonus, commission, and/or equity. For positions with Remote-US locations, the actual salary range for the position may differ based on location but will be commensurate with job duties and relevant work experience.

About Red Hat

Red Hat is the world’s leading provider of enterprise open source software solutions, using a community-powered approach to deliver high-performing Linux, cloud, container, and Kubernetes technologies. Spread across 40+ countries, our associates have the flexibility to choose the work environment that suits their needs from in-office to fully remote to office-flex. Red Hatters are encouraged to bring their best ideas, no matter their title or tenure. We're a leader in open source because of our open and inclusive environment. We hire creative, passionate people ready to contribute their ideas, help solve complex problems, and make an impact. Opportunities are open. Join us.

Benefits

● Comprehensive medical, dental, and vision coverage

● Flexible Spending Account - healthcare and dependent care

● Health Savings Account - high deductible medical plan

● Retirement 401(k) with employer match

● Paid time off and holidays

● Paid parental leave plans for all new parents

● Leave benefits including disability, paid family medical leave, and paid military leave

● Additional benefits including employee stock purchase plan, family planning reimbursement, tuition reimbursement, transportation expense account, employee assistance program, and more!

Note: These benefits are only applicable to full time, permanent associates at Red Hat located in the United States.

Diversity, Equity & Inclusion at Red Hat

Red Hat’s culture is built on the open source principles of transparency, collaboration, and inclusion, where the best ideas can come from anywhere and anyone. When this is realized, it empowers people from diverse backgrounds, perspectives, and experiences to come together to share ideas, challenge the status quo, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and access, and that all voices are not only heard but also celebrated. We hope you will join our celebration, and we welcome and encourage applicants from all the beautiful dimensions of diversity that compose our global village.

Equal Opportunity Policy (EEO)

Red Hat is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, ancestry, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other basis prohibited by law.

Red Hat does not seek or accept unsolicited resumes or CVs from recruitment agencies. We are not responsible for, and will not pay, any fees, commissions, or any other payment related to unsolicited resumes or CVs except as required in a written contract between Red Hat and the recruitment agency or party requesting payment of a fee. Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email [email protected] . General inquiries, such as those regarding the status of a job application, will not receive a reply.

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