$139K – $209KSeniorFull Time
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We’ve got the brands, we’ve got the stars, we’ve got the power to achieve our mission to entertain the planet – now all we’re missing is… YOU! Becoming a part of Paramount means joining a team of passionate people who not only recognize the power of content but also enjoy a touch of fun and uniqueness. Together, we co-create moments that matter – both for our audiences and our employees – and aim to leave a positive mark on culture.
Summary
The Senior Tactical ML Engineer is a senior machine learning engineer in charge of resolving
high-impact issues across research, evaluation, and integration environments. This role focuses
on diagnosing and stabilizing machine learning systems that are blocked, degraded, or at risk of
failure.
Operating across model behavior, training dynamics, data quality, evaluation systems,
infrastructure, and integration boundaries, the Tactical ML Engineer identifies root causes,
implements targeted solutions, and restores forward progress. The role emphasizes rapid
intervention, disciplined debugging, and durable system improvements.
This position operates across teams and initiatives, transitioning ownership back to the
responsible group once systems are stable and a clear path forward is established.
Key Responsibilities
System Triage & Root-Cause Resolution
● Perform rapid diagnosis across model, data, code, infrastructure, and evaluation layers
for blocked or unstable efforts.
● Identify root causes and define corrective actions required to restore progress.
● Communicate findings and resolution plans clearly across research, engineering, and
operational teams.
Targeted ML System Intervention
● Contribute directly to blocked ML initiatives by implementing fixes across model
behavior, data pipelines, and system architecture.
● Develop and validate solutions, including debugging, targeted refactoring, and
experimental validation.
● Build enabling components or modifications required to unblock downstream
development.
Stabilization & Handoff
● Ensure that resolved systems are stable, validated, and ready for continued
development.
● Provide clear handoff artifacts, including working code, documentation, and
recommended next steps.
● Establish preventative measures to reduce recurrence of identified issues.
Cross-Functional Alignment
● Work across research, infrastructure, platform, evaluation, and integration teams to align
on root causes and resolution plans.
● Ensure that fixes are compatible with downstream systems and integration requirements.
● Validate that changes do not introduce regressions through appropriate testing and
benchmarking.
Accountabilities
● Resolution efficiency: High-impact issues are resolved with clear root-cause identification
and durable fixes.
● Execution pace: Time from escalation to restored progress is minimized without
compromising quality.
● System stability: Resolved systems maintain reliability and do not regress under
continued use.
● Knowledge transfer: Owning teams receive sufficient context, documentation, and
artifacts to continue development autonomously.
Required Qualifications
● Senior-level experience spanning software engineering, machine learning systems, and
infrastructure in production or production-adjacent environments.
● Solid debugging capability across multiple system layers, including application code,
data pipelines, distributed training, and deployment systems.
● Experience diagnosing and resolving complex issues in ML systems under time
constraints.
● Well-developed operational judgment, including the ability to triage, prioritize, and
execute with incomplete information.
● Effective communication skills and ability to collaborate across multiple technical
disciplines.
Core Competencies
● Technical breadth: Ability to operate across models, data systems, and infrastructure.
● Root-cause analysis: Solid discipline in identifying underlying causes across system
boundaries.
● Execution under tension: Ability to stabilize systems and drive resolution in high-impact
scenarios.
● Cross-functional collaboration: Effective coordination across research, engineering, and
integration teams.
● Durable problem solving: Focus on long-term fixes rather than temporary solutions.
Paramount Streaming, a division within Paramount Global, is the home to the company's direct-to-consumer services spanning free and paid in the form of Pluto TV and Paramount+. Pluto TV is the global leader in free ad-supported TV, delivering more than 1,400 global channels and an extensive library of streaming content, including live and original channels. Paramount+, digital subscription video-on-demand and live streaming service, combines live sports, breaking news, and A Mountain of Entertainment™. Paramount+ features an expansive library of original series, hit shows and popular movies across every genre from world-renowned brands and production studios, including SHOWTIME®.
ADDITIONAL INFORMATION
Hiring Salary Range: $139,200.00 - 208,800.00.
The hiring salary range for this position applies to New York, California, Colorado, Washington state, and most other geographies. Starting pay for the successful applicant depends on a variety of job-related factors, including but not limited to geographic location, market demands, experience, training, and education. The benefits available for this position include medical, dental, vision, 401(k) plan, life insurance coverage, disability benefits, tuition assistance program and PTO or, if applicable, as otherwise dictated by the appropriate Collective Bargaining Agreement. This position is bonus eligible.
What We Offer:
Paramount is an equal opportunity employer (EOE) including disability/vet.
At Paramount, the spirit of inclusion feeds into everything that we do, on-screen and off. From the programming and movies we create to employee benefits/programs and social impact outreach initiatives, we believe that opportunity, access, resources and rewards should be available to and for the benefit of all. Paramount is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status.
If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to use or access https://www.paramount.com/careers as a result of your disability. You can request reasonable accommodations by calling 212.846.5500 or by sending an email to paramountaccommodations@paramount.com. Only messages left for this purpose will be returned.
