Jobs

Software Engineer, ML (Technical Leadership)

Meta

Software Engineer, ML (Technical Leadership)

2 weeks ago• Tel Aviv, Israel
Viewed on February 1, 2026
Apply on company site

About Us

Meta builds technologies that help people connect, find communities and grow businesses.

Size: 10000+ employees
Industry: Engineering, Social Media, Technology

View Company Profile:

The financial risk management (FRM) machine learning principal will be the most senior machine learning engineer and strategist for financial risk at Meta. The principal will enable the risk organization to deliver significant lift over current long range objectives for friction and leakage through the generation of new Machine Learning opportunities for the organization and support of successful delivery of the risk management ML architecture. This person will partner closely with the FRM engineering leader (Director level) and be part of Meta's risk management leadership circle.

Software Engineer, ML (Technical Leadership) Responsibilities:

Address core business and technical machine learning opportunities: elevate the existing portfolio of machine learning solutions to be state-of-the-art for minimizing Meta's financial losses (due to leakage, good revenues loss and friction). Following are a few examples of technical and business problems we aim to address.
Provide a solution for optimizing the risk machine learning model ensemble (covering the entire end-to-end advertiser funnel including detection, decisioning, enforcement and remediation) through optimization of the current model portfolio and individual models.
Minimize the impact of the prolonged financial fraud feedback loop.
Improve models' measurement and performance.
Optimize data/label strategy.
Optimize balance between specific targeted model strategy and broad umbrella model strategy to optimize for short and long term benefits

Lead Research and Introduction of Advanced Technologies:

Collaborate with Financial Integrity's senior ML Engineers to lead the research and introduction of deep learning and Large Language Model (LLM) technologies.
Remain current on industry-wide advancements in ML and introduce relevant advancements in Financial Risk Management

Collaborate on Next-Generation ML Architecture:

Work closely with financial harms principals and risk management tech leads to deliver the next-generation ML architecture for Meta's risk management system.
Collaborate with Principal ML engineers from across the company to adopt best industry and Meta practices within the FRM team.
Resolve or mitigate design dilemmas, balancing business and technical trade-offs.
Identify and initiate opportunities for collaboration and impact with other organizations at Meta

Identify and Initiate New Business Opportunities:

Collaborate with Meta Fin Tech, Central Integrity and Core Ads Growth partnerships to identify and initiate new business opportunities based on third-party capabilities.
Conduct proof of concept for different opportunities and initiate integrations to enhance business performance
Grow Other Senior ML Engineers
Actively invest in the growth of other senior ML engineers through goal-driven formal and informal mentorship. Provide regular feedback to other engineers regarding their technical work

Minimum Qualifications:

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By signing up, you agree to our • Extensive experience in supporting and evolving a portfolio of ML models that deliver on critical business goals

Preferred Qualifications:

Experience working with ML models in financial risk or similar financial contexts

About Meta:

Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and Whats App further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.

Client-provided location(s): Tel Aviv, Israel Job ID: a1KDp00000E2bvcMABEmployment Type: OTHERPosted: 2026-01-13T19:46:14Apply on company site

Perks and Benefits

Health and Wellness

Health Insurance
Health Reimbursement Account
Dental Insurance
Vision Insurance
Life Insurance
Short-Term Disability
Long-Term Disability
FSA
FSA With Employer Contribution
HSA
HSA With Employer Contribution
Fitness Subsidies
On-Site Gym
Mental Health Benefits

Parental Benefits

Birth Parent or Maternity Leave
Non-Birth Parent or Paternity Leave
Fertility Benefits
Adoption Assistance Program
Family Support Resources

Work Flexibility

Flexible Work Hours
Remote Work Opportunities
Hybrid Work Opportunities

Office Life and Perks

Commuter Benefits Program
Casual Dress
Happy Hours
Snacks
Some Meals Provided
Company Outings
On-Site Cafeteria
Holiday Events

Vacation and Time Off

Paid Vacation
Unlimited Paid Time Off
Paid Holidays
Personal/Sick Days
Sabbatical
Leave of Absence

Financial and Retirement

401(K)
401(K) With Company Matching
Pension
Company Equity
Performance Bonus
Relocation Assistance
Financial Counseling

Professional Development

Learning and Development Stipend
Promote From Within
Mentor Program
Shadowing Opportunities
Access to Online Courses
Lunch and Learns
Internship Program

Diversity and Inclusion

Company Videos

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