- Company: CSC Generation
- Location: Austin, Texas
- Salary: Pay not listed
- Work type: Remote
CSC Generation at a glance
contactout.comSenior Machine Learning Engineer, Causal & Decision Systems
Cscgeneration-2
Austin, Texas
What This Role Involves
The role involves building systems that estimate causal responses and quantify uncertainty, choosing actions based on this information, generating useful insights from observed outcomes, updating policies accordingly, evaluating challenger policies, and deploying within set guardrails. You will work on projects such as estimating the value of a challenger policy before full deployment or optimizing economic outcomes while respecting various constraints.
What You'll Do
- Causal and heterogeneous treatment-effect modeling
- Uncertainty estimation and calibration
- Contextual bandits, active learning, or sequential decision-making
- Policy learning and constrained optimization
- Counterfactual and off-policy evaluation
- Experimentation and champion/challenger systems
- Production ML infrastructure, monitoring, and automated deployment
Qualifications
We are looking for a candidate with experience in causal inference, machine learning, and decision-making systems. Knowledge of uncertainty estimation, policy optimization, and experimentation is essential. A background in econometrics or similar fields would be beneficial.
About Cscgeneration-2
CSC Generation is dedicated to building closed-loop decision systems that leverage machine learning for smarter consumer business operations. Our focus areas include pricing, inventory management, promotions, marketing, and assortment optimization. We aim to develop robust systems capable of answering complex questions about cause and effect in dynamic business environments.
Next Steps
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You’ll finish your application on the employer’s website. We don’t ask for a resume on this page.
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What people say about CSC Generation
- What was your win this week??
- Reviving Open Source Giants: How I Brought Weave Scope Back with Multi-Platform Docker Support in One Afternoon Using Antigravity
- [Dev Log][Python] Create short videos from photos and clips with Gemini 3.7 Flash: ReelCraft
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Recent news
- CSC Generation is a billion-dollar home brand. Why haven’t you heard of it? - Business of Home
- Backcountry Acquired by Tech Platform CSC Generation Enterprise - Shop Eat Surf Outdoor
- Backcountry acquired by CSC Generation Enterprise - Retail Dive
- EXEC: Backcountry Sold as TSG Closes Deal with CSC Generation Enterprise - SGB Media Online
- Backcountry.com acquired by CSC Generation Enterprise - TownLift, Park City News
Aggregated from public discussions and news; opinions are the authors’ own.
Working in Austin, Texas
Weather right now in Austin, Travis County: checking… · Local time: · Air quality: · Daylight: · UV index: · Wind: · Pollen:
Austin is the capital city of the U.S. state of Texas. With a population of 961,855 at the 2020 census, it is the 12th-most populous city in the U.S., fifth-most populous city in Texas, and second-most populous U.S. state capital, while the Austin metro area with an estimated 2.55 million residents is the 25th-largest metropolitan area in the nation. Austin is the county seat and most populous city of Travis County, with portions extending into Hays and Williamson counties. Incorporated on December 27, 1839, it has been one of the fastest-growing large cities in the United States since 2010.
Texas is the most populous state in the Southern United States. It borders the American states of Louisiana to the east, Arkansas to the northeast, Oklahoma to the north, and New Mexico to the west. To the south and southwest, it has an international border with the Mexican states of Chihuahua, Coahuila, Nuevo León, and Tamaulipas, along a natural boundary formed by the Rio Grande. Texas has a coa
🇺🇸 Relocation safety for US: Exercise Normal Caution — via Warnely, CC BY 4.0
National unemployment rate in US: 4.2% — via World Bank
Private-sector wage growth (year over year): 3.1% — via FRED
National quits rate: 2.0% — via FRED (BLS JOLTS)
Weekly initial unemployment claims: 209,000 — via FRED
GDP per capita in US: $90,027 — via World Bank
Consumer price inflation in US: 2.9% (annual) — via World Bank
Real GDP growth in US: 2.2% (annual) — via World Bank
Average hours worked per year in US: 1,800 — via OECD
Cost of living in Texas: 2.9% below the national average — via BEA
Minimum wage in Texas: $7.25/hr — via FRED
Real GDP per capita in Texas: $71,814 — via FRED
Home prices in Texas (year over year): +1.2% — via FRED
Median household income in Travis County: $97,169 — via US Census ACS / Data USA
Average commute time in Travis County: 25 min — via US Census ACS / Data USA
Most common commute in Travis County: Drove Alone (57%) — via US Census ACS / Data USA
Households with home internet in Travis County: 94% — via US Census ACS / Data USA
Nearby history: Austin US Courthouse, listed 2001 (69m away) — via National Register of Historic Places
Typical climate: average high 80°F / low 59°F year-round (summers around 95°F, winters around 43°F) — via NOAA 1991-2020 Normals
Walkability: Most walkable — via EPA National Walkability Index
Typical rent nearby: $1,562/mo · $1,852/mo — via HUD Fair Market Rents
- Elevation 177m (581 ft)
Source: Wikipedia (state)
Job details above are provided by the employer/source. The sections on this page are compiled from public data sources with AI assistance.
Accommodations: if you need a workplace accommodation to apply for or perform this job, see ADA.gov or EEOC.gov for guidance on your rights and how to request one.
Listing facts
- Role Senior Machine Learning Engineer, Causal & Decision Systems
- Employer CSC Generation
- Location Austin, Texas · Remote-friendly
- Type Full Time
- Pay (from listing) Pay not listed
- Posted August 14, 2026
- Apply by September 14, 2026
- Country United States
- Overview Full job description on this page (226 words)
Facts above come from this job record on Get A Job.AI — not copied from third-party review sites.
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- CSC Generation - Company Profile & Staff Directory | ContactOut — CSC Generation is a Venture Capital and Private Equity Principals company located in Chicago, IL, US with 237 employees. Access CSC Generati…
- CSC Generation - Overview, News & Similar companies - ZoomInfo — View CSC Generation (www.cscgeneration.com) location in Indiana, United States, revenue, industry and description. Find related and similar…
- CSC Generation Company Overview, Contact Details & Competitors | LeadIQ — Learn more about CSC Generation's company details, contact information, competitors, and more. Find accurate contact data easily with LeadIQ…
- Csc Generation - Company Info, Employees & Competitors — View Csc generation cscgeneration.com location in 1855 w 139th st, chicago, illinois, 90249, united states, revenue, industry and descriptio…
- CSC Generation - Lever — Job openings at CSC Generation
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- Dev.to — Reviving Open Source Giants: How I Brought Weave Scope Back with Multi-Platform Docker Support in One Afternoon Using An…
- Dev.to — [Dev Log][Python] Create short videos from photos and clips with Gemini 3.7 Flash: ReelCraft
- Dev.to — Looker's Native MCP Server with Claude Code
- Dev.to — Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU
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