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<h3>Job Description</h3>
Job Description
Outlier is a platform owned and operated by Scale AI and believes AI can only perform as well as the data it’s trained on. That’s why we work with contributors from all over the world, who help improve AI models by providing expert human feedback. This data has led to AI advancements for the world's leading AI labs and large language model builders.
We’ve built a best-in-class remote work platform for our freelance contributors to provide valuable, specialized skills, and we in turn strive to provide them with a positive experience based on our core pillars of reliability, transparency, and flexibility.
What you will be doing
<ul>
<li>Create a grading rubric on what a good answer would be.</li>
<li>Write the correct answer that scores 100% on the rubric.</li>
<li>Provide clear, constructive feedback to improve AI-generated responses.</li>
</ul>
What we’re looking for
<ul>
<li>PhD or Master's Degree in Finance or a related field. Can be currently enrolled.</li>
<li>Deep subject matter expertise with the ability to create complex, graduate-level problems that challenge AI reasoning.</li>
<li>Strong analytical and problem-solving skills, with experience in crafting rigorous, high-quality questions and solutions.</li>
<li>Attention to detail to accurately assess AI capabilities and evaluate peer submissions.</li>
<li>Fluency/High proficiency in English.</li>
</ul>

Finance

<h3>Job Description</h3>
Job Description
Run Your Business the Right Way With WEL Companies’ Independent Contractor Lease Program
Partner With a Carrier That Knows How to Help Independent Contractors Succeed! Don’t just lease a truck — build a sustainable business. WEL Companies gives Class A Independent Contractors the tools, freight, and support needed to run profitably in today’s market. Our lease program is designed for drivers who want predictable costs, strong freight lanes, and a carrier that understands what it takes to succeed as an IC.
With nothing down, no credit check, competitive lease terms, and a full bumper-to-bumper maintenance plan, WEL helps you stay focused on what matters: gross revenue to the truck and consistent settlements.
Top 10 WEL Independent Contractors Average $70,000-$90,000 Per Year
<ul>
<li>Annual Net Pay: $70,000 – $90,000</li>
<li>Annual Gross to the Truck: $258,000</li>
<li>Weekly Miles: 2,000 </li>
</ul>
CDL-A Lease Contractor Advantages:
<ul>
<li>Nothing down &amp; no credit check on straight lease opportunities</li>
<li>Short-term leases available with new and used trucks</li>
<li>Competitive weekly lease payments deducted directly from settlements</li>
<li>Lease completion bonus: $0.04 CPM paid at the end of a completed Straight Lease</li>
<li>Bumper-to-bumper maintenance coverage (excluding negligence) for the life of the lease</li>
<li>Best-in-class fuel solutions with load-by-load guidance on where and how much to fuel</li>
<li>Strong Midwest-to-East Coast freight lanes, especially outbound WI &amp; IL</li>
<li>LTL load opportunities that pay well with fewer miles and lower wear-and-tear</li>
<li>Compliance and safety support to keep you running and earning</li>
<li>Business-focused IC support to help you understand expenses and maximize gross</li>
</ul>
 Two Lease Options - Compare Your Path
Straight LeaseLease PurchaseUpfront Cost:$0 DownDown payment requiredCredit Check:NoYesTruck Ownership:No ownership – return truck at lease endOwn the truck at lease completionLease Length:Short-term options availableShort-term options availableTruck Options:New &amp; used equipmentNew &amp; used equipmentWeekly Payments:Competitive payments deducted from settlementsCompetitive payments deducted from settlementsMaintenance Coverage:Bumper-to-bumper for life of lease*Bumper-to-bumper for life of lease*End-of-Lease Benefit:$0.04 CPM completion bonusTitle transfers to driverRisk Level:Low risk / high flexibilityHigher commitment, long-term rewardBest Fit For:Drivers who want flexibility and minimal upfront riskDrivers focused on long-term ownership
*Maintenance excludes negligence What Successful WEL Lease Drivers Are Doing Differently Running successfully as an Independent Contractor means treating it like a business:
<ul>
<li>Understand your operating costs and target gross revenue</li>
<li>Stay flexible on lanes, especially WI/IL to the East Coast</li>
<li>Stay out 2+ weeks at a time if you want to maximize revenue</li>
<li>Use WEL’s 100% paid reefer fuel strategically, on every load</li>
<li>Take preventative maintenance seriously</li>
<li>Stay compliant with safety and DOT regulations</li>
<li>Take advantage of high-paying LTL freight!</li>
</ul>
CDL-A Independent Contractor Requirements:
<ul>
<li>Must be at least 21 years of age</li>
<li>Valid Class A CDL</li>
<li>Must meet WEL Companies’ safety and compliance standards</li>
<li>Commitment to running safely, legally, and professionally</li>
</ul>
CDL-A Independent Contractor Truck Driver Benefits:
<ul>
<li>No Touch Freight</li>
<li>Vast network of reliable customer freight</li>
<li>WEL Companies pays 100% reefer fuel</li>
<li>Insurance available including:
<ul>
<li>Deadhead/bobtail</li>
<li>Occupational Accident</li>
<li>Physical damage insurance</li>
</ul>
</li>
<li>Geotab in-cab communication available</li>
<li>Optional group benefits through UTBA (Universal Trucking Benefits Association) with settlement deduct</li>
<li>Discounted hotel rates</li>
<li>Rider program (bring your friends, family, or even your dog!)</li>
<li>Personal transportation at corporate office</li>
<li>Amazing 24/7 driver amenities at company terminals include fitness &amp; wellness centers, laundry &amp; shower facilities, and more!</li>
</ul>

CDL-A Lease Contractor

<h3>Job Description</h3>
Full Job Description: We're seeking skilled Heavy Equipment Operators for a long-term civil tunnel project in New England area. We prioritize your safety and value your expertise. We offer flexible interview times and an easy-to-follow application process. Apply now to jumpstart your skilled craft career! Markets Hiring: Manchester, NH and surrounding areas Salary Range: $41 per hour Benefits: • Medical PPO Plan • Dental DPO Plan • Vision Insurance • Employee Life Insurance &amp; Accidental Death &amp; Dismemberment (AD&amp;D) • Disability Insurance • Paid Holidays • Paid Sick Leave • Paid Time Off •. 401(k) Plan Matching Here's what Skillit needs from you: 
<ul>
<li>Minimum 3+ years of heavy equipment operation experience, preferably in tunnel or underground projects.</li>
</ul>
<ul>
<li>Knowledge of rigging techniques and safety standards.</li>
<li>Ability to read and interpret grade plans and follow instructions.</li>
<li>Strong commitment to safety and teamwork.</li>
<li>Physical ability to perform labor tasks when necessary.</li>
<li>OSHA 10 or 30 trained preferred</li>
<li>Strong understanding of safety procedures and protocols.</li>
<li>Excellent communication skills to collaborate with a team.</li>
<li>Physical fitness and ability to work in confined or underground spaces.</li>
<li>Comfortable working shifts, including nights and weekends.</li>
<li>High School Diploma or equivalent.</li>
<li>Problem-solving: Ability to think quickly and problem-solve in an ever-changing environment.</li>
<li>Mechanical aptitude: A mechanically inclined mindset is beneficial for equipment maintenance and issue identification. This is your equipment, if it doesn't work, you don't </li>
<li>Communication: The ability to communicate effectively with other crew members, often using hand signals or radios. </li>
</ul>
Here's what you'll be doing: 
<ul>
<li>Equipment operation: Operate common heavy equipment such as a crane (as CCO crane operator), loader, backhoe, forklift, skid steer, and drill rig in a safe and professional manner. Operate specialized underground/tunnel equipment such as Locomotive, Pressurized face Tunnel Boring Machine (TBM), Slurry &amp; Water Treatment Plant in a safe and professional manner.</li>
<li>Safety and compliance: Following all safety regulations, wearing personal protective equipment (PPE), and monitoring the tunnel for hazards.</li>
<li>Equipment maintenance: Performing regular inspections and minor maintenance on machinery to ensure it is functioning correctly and to prevent breakdowns.</li>
<li>Performance monitoring: Perform daily equipment upkeep tasks and basic maintenance.</li>
<li>Team collaboration: Communicating with supervisors, engineers, and other construction workers to ensure project goals are met.</li>
<li>Record keeping: Maintaining accurate logs of work performed, equipment status, and any incidents. </li>
<li>Key responsibilities involve adhering strictly to safety protocols, monitoring equipment performance, communicating with the project team, and sometimes managing tunnel control systems for ventilation and traffic.</li>
<li>Attend and actively participate in daily activity plans and safety meetings.</li>
</ul>

Heavy Equipment Operator - Manchester, NH

<h3>Job Description</h3>
Job Description
Overview Outlier is a platform owned and operated by Scale AI and believes AI can only perform as well as the data it’s trained on. That’s why we work with contributors from all over the world, who help improve AI models by providing expert human feedback. This data has led to AI advancements for the world's leading AI labs and large language model builders.
We’ve built a best-in-class remote work platform for our freelance contributors to provide valuable, specialized skills, and we in turn strive to provide them with a positive experience based on our core pillars of reliability, transparency, and flexibility.
What you will be doing - We are looking for proficient accounting experts to teach AI how to interpret and solve complex reasoning problems. - Create a challenging prompt that the model fails to answer correctly. - Create a grading rubric on what a good answer would be. - Write the correct answer that scores 100% on the rubric. Provide clear, constructive feedback to improve AI-generated responses.
What we’re looking for - PhD or Master's Degree in Accounting or a related field. Can be currently enrolled. - Deep subject matter expertise with the ability to create complex, graduate-level problems that challenge AI reasoning. - Strong analytical and problem-solving skills, with experience in crafting rigorous, high-quality questions and solutions. - Attention to detail to accurately assess AI capabilities and evaluate peer submissions. - Fluency/High proficiency in English.

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