Non-compete compensation: After leaving, the company pays you half a month's salary every month to prevent you from joining a competitor. Is it worth it?

Jimmy Lauren

Jimmy Lauren

Updated onJan 26, 2026
Read time13 min read

Share

Ace your next interview with real-time, on-screen guidance from GankInterview.

Try GankInterview
Non-compete compensation: After leaving, the company pays you half a month's salary every month to prevent you from joining a competitor. Is it worth it?

For many professionals in core positions, receiving monthly post-employment non-compete compensation from a former employer may initially sound like an enviable "paid vacation." However, behind this agreement often lie severely unequal transaction logic and complex legal traps. From an economic perspective, the statutory non-compete compensation standard is typically only 30% of the employee's average salary over the 12 months preceding resignation. This means you must cover full living costs with only 30% income for a restriction period of up to two years, while bearing huge hidden losses such as skill depreciation, network gaps, and missing the golden window for job-hopping salary increases. Even more alarming is that many companies exploit information asymmetry by including "salary includes non-compete compensation" clauses in contracts, attempting to offset post-resignation payment obligations with in-service salary. This practice varies significantly in judicial practice across regions: in Beijing and Shenzhen, courts usually strictly adhere to the "payment after resignation" principle, ruling such stipulations invalid, meaning employees have the right to claim unpaid non-compete compensation or even apply to terminate the non-compete restriction; whereas in Shanghai, if payslip details are clear, it may be deemed valid. Furthermore, whether the non-compete compensation calculation base includes year-end bonuses, the handling of non-compete compensation personal income tax, and how to draft a non-compete restriction complaint to safeguard rights are all key points of contention. Therefore, thoroughly understanding rights and obligations during the non-compete agreement validity period and clarifying the adjudication trends in one's city is no longer a skill exclusive to legal professionals, but essential survival wisdom for every professional before signing. This concerns not only your post-resignation cash flow security but also directly determines whether your career can smoothly restart after the "silent period," avoiding the loss of a long-term future for the sake of short-term gains.

What Exactly Is Non-compete Compensation? (Core Definition Included)

Core Definition:
Non-compete Compensation refers to the economic compensation that an employer must pay to an employee by law on a monthly basis in order to protect trade secrets, requiring the departing employee not to work for competitor companies or start a similar business for a specific period (usually not exceeding two years). According to the judicial interpretation of the Supreme People's Court, if the two parties have not explicitly specified the amount in the agreement, the standard for this compensation is typically 30% of the employee's average monthly salary over the 12 months prior to departure, and must not be lower than the local minimum wage standard.

For many professionals, hearing "the company still pays you after you leave" for the first time feels like a windfall, and some even jokingly call it a "paid vacation." However, from a career development perspective, this deal is often not worthwhile.

The Professional Cost Behind "Earning While Idle"

The essence of non-compete compensation is the company purchasing your professional silence period. Although on the surface you receive 30% of your former salary monthly, the cost of this money is being forced to sever connections with people, technology, and the market in your original industry during your prime career years.

  • Income Gap: You only receive 30% of your income but bear 100% of living costs, and lose the opportunity for a salary increase via job hopping (typically 20%-50%).
  • Skill Depreciation: In high-iteration industries like the internet, chips, or finance, a two-year detachment is enough to significantly devalue your core competitiveness.
  • Resume Gap: When job hunting after the non-compete period ends, you need to explain this two-year gap to new employers, which is often more challenging than for candidates with continuous employment.

Therefore, unless your compensation has been significantly increased through special negotiation (e.g., reaching 50%-80% of your original salary), or you plan to switch careers or take a break, the statutory 30% standard makes it difficult for this compensation to cover the long-term losses caused by career stagnation.

This is also a pitfall many employees easily fall into. Compliant non-compete compensation must be paid monthly after departure.

Some companies play word games in labor contracts, claiming that "non-compete compensation is already included in the monthly salary." In judicial practice in Shenzhen and Beijing, such "salary includes compensation" stipulations are usually deemed invalid. This means that if a company attempts to use your salary during employment to offset its post-departure compensation obligations, you have the right to demand that the company pay this money again after you leave.

How Much Money Will You Get? Calculation Standards and Misconceptions of Non-Compete Compensation

How Much Money Will You Get? Calculation Standards and Misconceptions of Non-Compete Compensation

When signing non-compete agreements, the biggest concern for many professionals is, "If you won't let me go to a competitor, how much are you actually paying me?" Although the law prescribes a benchmark ratio, in actual execution, there is often huge information asymmetry regarding the determination of the calculation base and the form of payment.

Core Calculation Formula and the "Bottom Line" Principle

According to the Interpretation of the Supreme People's Court on Several Issues Concerning the Application of Law in the Trial of Labor Dispute Cases (IV), the statutory standard for non-compete compensation is usually:

Average monthly wage over the twelve months prior to the termination or ending of the employment contract × 30%

In this formula, there are two "red lines" that must be clarified, which directly affect the amount you receive:

  1. Minimum Wage "Floor": If the amount calculated at 30% is lower than the minimum wage standard at the place where the employment contract is performed, the enterprise must pay according to the minimum wage standard. This means that no matter how low your previous salary was, non-compete compensation cannot fall below the local statutory survival baseline.
  2. Definition of "Wages": Many HRs will attempt to use "Base Salary" to calculate the 30%, which is typically misleading. In judicial practice, the calculation base usually refers to the total pre-tax wages payable. This includes not only the base salary but also bonuses, allowances, subsidies, commissions, and other monetary income. For employees in sales or high-performance roles, including year-end bonuses or quarterly commissions in the average wage calculation can significantly increase the compensation amount.

Beware of the Invisible Trap of "Compensation Included in Wages"

Besides disputes over the calculated amount, another high-frequency risk point is "payment with salary."

To save costs or simplify processes, many companies will stipulate in the employment contract: "The employee's monthly salary already includes non-compete compensation; no separate payment will be made after resignation." This practice is known as the "salary-inclusive system" or "pre-payment while employed."

Judging from judicial precedents, this stipulation carries extremely high legal risks. The essence of non-compete compensation is economic recompense for the employee's restricted career choices after resignation, and it should be paid monthly during the restriction period after leaving. If a company claims "it was already given in the salary" but cannot clearly itemize in the payslip which part is salary and which part is compensation, or if the amount is far below the statutory standard, courts will usually deem the stipulation invalid.

For example, relevant legal analysis points out that conflating non-compete compensation with salary payment may lead to a disguised reduction of the employee's labor remuneration during employment and fails to reflect the legal attribute of "post-resignation compensation." Therefore, if you find such clauses in your contract, do not assume you have already received the money; upon resignation, you still have the right to demand that the company pay the actual non-compete compensation according to statutory standards.

Although there is a 30% benchmark at the national level, due to differences in economic development and judicial philosophies across regions, courts in different cities show distinct variations in their specific rulings (especially regarding whether "pre-payment while employed" is valid and caps on compensation). Understanding the specific trend of precedents in your city is key to the negotiation.

Differences in Adjudication Standards by Region (Beijing vs. Shanghai vs. Shenzhen)

Differences in Adjudication Standards by Region (Beijing vs. Shanghai vs. Shenzhen)

Although the "Interpretation of the Supreme People's Court on Issues Concerning the Application of Law in the Trial of Labor Dispute Cases (I)" establishes the national benchmark of "30% of the average wage in the 12 months prior to termination," there are significant differences in the understanding and enforcement of "non-compete" restrictions by local courts in actual judicial practice.

This difference is mainly reflected in "whether compensation can be issued with salary (salary-inclusive system)" and "adjudication standards when no specific amount is agreed upon." For professionals in different cities, understanding local judicial tendencies is crucial, as this directly determines whether the agreement in your hand is "real money" or just a "scrap of paper."

Comparison of Core Differences

The following is a comparative analysis based on guidance opinions from local high courts and typical precedents:

Dimension

Beijing

Shanghai

Shenzhen

Judicial Tendency

Strict protection of laborers, emphasis on substantive review.

Respect for freedom of contract, emphasis on formal compliance.

Priority of Special Zone regulations, specific execution standards.

Validity of Salary-Inclusive Payment<br>(Compensation included in salary)

Usually invalid.<br>Courts tend to believe compensation must be paid monthly after resignation; issuing it with salary fails to compensate for the loss of job choices "after resignation."

Tends to be valid.<br>If the payslip clearly lists a "non-compete compensation" item and the employee raises no objection, courts usually recognize its validity.

Invalid.<br>According to Special Zone regulations, compensation should be paid monthly after the employee leaves the enterprise; issuance with salary is usually not recognized.

Adjudication Standard When Amount Undefined

Determined at 20%-60% of the laborer's wages in the last year before termination of the labor relationship.

Paid at 20%-50% of the laborer's previous normal wages.

Strictly executed by referring to the Special Zone technical secret protection regulations and national standards.

1. Beijing: Strict Adherence to the "Payment After Departure" Principle

Judicial practice in the Beijing area generally considers that the essence of non-compete restrictions is a restriction on the laborer's freedom of employment after resignation; therefore, compensation must also correspond to the time period "after resignation."

According to Non-compete practice analysis and relevant precedents (such as cases from the Beijing No. 3 Intermediate People's Court), if a company claims that "monthly salary already includes non-compete compensation" but there is no clear payment action after resignation, Beijing courts will most likely deem such an agreement invalid. This means that even if the company paid more money during employment, if they require you to fulfill non-compete obligations after resignation, they still need to pay compensation monthly; otherwise, you have the right to claim termination of the non-compete restriction.

2. Shanghai: Recognition of "Autonomy of Will" and "Salary-Inclusive Payment"

The adjudication style of Shanghai courts leans more towards the spirit of commercial contracts. If an enterprise clearly splits "basic salary" and "non-compete compensation" in the payslip, and the employee has signed to confirm, Shanghai courts tend to believe that both parties have reached a consensus on the form of compensation.

For example, in a precedent from the Shanghai No. 1 Intermediate People's Court, the court held that the law does not explicitly prohibit the "advance payment" of compensation. Therefore, employees working in Shanghai need to pay special attention to the structure of their payslips: if you have already received this money during employment, the company may not pay extra funds after resignation, but you are still required to fulfill non-compete obligations.

3. Shenzhen: Hard Constraints of Special Zone Regulations

Shenzhen and the Guangdong region are influenced by the Regulations of Shenzhen Special Economic Zone on the Protection of Technical Secrets of Enterprises, imposing extremely high requirements on procedural compliance. Precedents from the Shenzhen Intermediate People's Court explicitly point out that if both parties agree that the salary during employment includes compensation, such agreement is invalid.

Furthermore, Shenzhen has more specific regulations regarding the consequences of an enterprise "reneging on debt": if the enterprise fails to pay compensation monthly, the employee has the right to demand a one-time payment of the unpaid amount; if the enterprise breaches the contract, the employee can quickly terminate the non-compete restriction after issuing a termination notice. This clear requirement for "monthly payment" makes it difficult for Shenzhen enterprises to avoid cash flow pressure after an employee's resignation through "salary packaging" in practice.

Practical Advice:
Do not look only at contract terms; look at the place of performance of the labor contract (usually the city where you actually work). If you are in Beijing or Shenzhen, and the company attempts to use "it's included in the salary" to put off compensation after resignation, you have a high chance of winning a claim for back pay or refusal to sign; however, in Shanghai, since courts are open to "prepayment," you need to carefully check past salary details to avoid "passively" accepting non-compete compensation.

Beware of the Trap: Is "Non-Compete Compensation Included in Salary" Valid?

Beware of the Trap: Is "Non-Compete Compensation Included in Salary" Valid?

When signing contracts upon entry, many professionals encounter an "invisible trap" clause: the company stipulates in the contract that "the employee's monthly salary income already includes non-compete compensation, and no separate payment will be made after resignation."

Please be vigilant: This type of stipulation is usually deemed invalid in judicial practice.

According to the legal consensus of the "Labor Contract Law" and relevant judicial interpretations, non-compete compensation is a strict Post-employment obligation. The law explicitly stipulates that the employer shall provide monthly economic compensation to the worker during the non-compete period after the termination or ending of the labor contract. Mixing "future compensation" with "current salary" confuses the legal nature of labor remuneration and non-compete compensation.

Why Does "Distribution with Salary" Not Work?

  1. Different Nature: Salary is the consideration obtained by the worker for providing normal labor (Labor Remuneration), while non-compete compensation is the consideration obtained by the worker for the restriction of their right to choose a job after resignation, or even for sacrificing potential high-paying opportunities. The two cannot be conflated.
  2. Payment Timing Conflict: The non-compete obligation begins upon resignation, and the payment of compensation should also begin upon resignation. Paying so-called "prepaid compensation" during employment is often deemed by courts as part of the salary and bonuses the employee is entitled to.
  3. The Enterprise's "Double Payment" Risk: This is a typical legal risk point of "being too clever for one's own good." If the company insists that the salary included compensation but cannot provide an independent and reasonable basis for the split (e.g., there was never a separate item on the payslip), the arbitration committee or court will most likely rule: The money paid previously counts entirely as salary, and the company must still re-pay non-compete compensation after resignation according to statutory standards (usually 30% of the average salary over the 12 months prior to resignation).

"Unfair Clause" Self-Check List (Red Flag Checklist)

When signing a labor contract or separation agreement, if you encounter the following situations, please be vigilant and preserve evidence, as this is likely a method by the company to evade statutory compensation responsibilities:

  • 🚩 Vague "Bundled" Wording
    The contract only contains a sentence "Party B's salary package already includes non-compete compensation," but does not specify the specific amount or proportion. This vague stipulation is usually regarded as invalid, and all money received will be deemed as salary.
  • 🚩 No Independent Item on Payslip
    In the monthly payslips or bank statements received, there is no independent item named "non-compete compensation" or similar. If the financial accounts cannot physically separate the two, the law defaults to the view that it has not actually been paid.
  • 🚩 Retroactive Deduction Calculation
    The company claims "because the salary includes compensation, your base salary is actually only 80% of the contract price." Unless there is an extremely clear split formula in the contract and the employee has signed to confirm it, this type of ex post facto explanation is difficult for an arbitration tribunal to accept.

Guide to Avoiding Pitfalls: If you have already signed such a contract and have resigned, and the company refuses to pay monthly compensation after resignation on the grounds that "it was paid in the salary," you have the right to demand the company make up the difference. If the company fails to pay for three consecutive months (judicial practice in some regions is even stricter), you can not only request to terminate the non-compete agreement and restore your freedom to choose a job, but also claim the unpaid compensation from the company in accordance with legal regulations.

Effectiveness and Termination: Who Calls the Shots After Resignation?

Effectiveness and Termination: Who Calls the Shots After Resignation?

Many professionals have a misconception: they think that as long as the company doesn't mention the non-compete upon resignation, or if they haven't received compensation yet, the agreement is automatically void. In fact, non-compete agreements are usually an "automatically triggered" landmine, and the initiative to terminate it often lies in the hands of the company.

How is the Agreement "Activated"?

In the vast majority of labor contracts containing non-compete clauses, non-compete obligations automatically take effect upon the termination of the employment relationship.

Unless the agreement explicitly stipulates that it is "subject to a start notice issued by the company" (i.e., so-called "conditional effectiveness"), once you complete the resignation procedures, regardless of whether the company immediately pays the first installment of compensation, you have already entered the non-compete period.

  • Default Status: As long as it is signed in black and white, it takes effect upon resignation.
  • Risk Warning: Do not unilaterally assume that "if the company didn't notify me, I don't have to perform." If the company produces the agreement and sues later, judges will usually deem the agreement valid.

The Company's "Right to Rescind": Can They Terminate If They No Longer Want to Pay?

The non-compete system is mainly designed to protect the company's trade secrets, so the law grants the company a significant unilateral right of termination. That is to say, the company can unilaterally notify you at any point after your resignation: "We no longer need you to keep secrets, you can go work for a competitor, and we are stopping the compensation payments."

However, this "change of mind" comes at a cost, which the law uses to balance the loss of the worker's reliance interests.

1. Termination Upon Resignation (Painless Termination)

If the company explicitly informs you that it waives its non-compete rights at the time of your resignation (or within the notice period agreed in the agreement), it usually does not need to pay extra compensation. At this point, you regain your freedom of employment, and the company does not need to pay.

Note: The termination notice must be in writing. Relying solely on verbal promises or unchecked options on a resignation certificate is often insufficient as a basis for termination. In judicial practice, if the company fails to waive the obligation within the agreed notice period, causing the employee to miss employment opportunities, the company may still be liable for compensation. For example, in the case of Rong vs. Company M, the company was ultimately ordered to pay additional compensation because it failed to issue a waiver letter within the agreed 30 days.

2. Termination During the Restriction Period (Paid Termination)

If the agreement has already begun performance, or if the company suddenly decides to stop performance some time after your resignation (usually to save money), the company must pay an additional 3 months of non-compete compensation as a "break-up fee."

According to Article 39 of the Interpretation of the Supreme People's Court on the Application of Law in the Trial of Labor Dispute Cases (I), if the employer requests to terminate the non-compete agreement during the non-compete period, the People's Court shall support it. However, if the worker requests the employer to pay an additional three months of non-compete economic compensation, the People's Court shall support it.

Practical Scenario:
Suppose you obediently stayed unemployed at home after resignation and received 2 months of compensation. In the 3rd month, the company suddenly sends a letter saying, "The agreement is terminated, no more money will be paid." At this point:

  1. You immediately regain your freedom and can go work for a competitor company.
  2. You have the right to request the company to make a one-time payment of an additional 3 months of compensation.
  3. If the company refuses to pay, you can file for labor arbitration.

This rule is designed to prevent companies from "using and discarding" employees, leaving workers suddenly without a source of income when they are unprepared. As pointed out in relevant legal analysis, this additional compensation is a remedy for the potential economic losses (such as the time cost of finding a new job) suffered by the worker due to the early termination of the agreement.

Practical Guide: What Should I Do If the Company Doesn't Pay?

Practical Guide: What Should I Do If the Company Doesn't Pay?

A realistic dilemma many employees face is: honestly staying unemployed after resignation, yet the company finds various reasons to delay or even stop paying compensation. The most dangerous move at this point is to "assume the agreement is automatically invalid" and immediately join a competitor—this is highly likely to expose you to lawsuits for huge breach of contract damages.

Facing a breach of contract by the company, you need to take legal steps to release yourself from restrictions and recover the arrears. The following is an action plan based on judicial interpretations and practical cases.

Core Rule: The Three-Month "Unlock" Period

According to Article 38 of the Interpretation of the Supreme People's Court on Issues Concerning the Application of Law in the Trial of Labor Dispute Cases (I), if the employer's reasons cause the economic compensation to remain unpaid for three months, and the employee requests to terminate the non-compete agreement, the People's Court shall support it.

There are two key points to note here:

  1. Not Automatic Termination: Even if the company hasn't paid for three months, the agreement usually does not become void "automatically." You need to exercise your "right of termination," which means sending a termination notice to the company or filing for arbitration.
  2. Special "One Month" Stipulation: Some labor contracts explicitly state, "If the company is overdue in payment for more than one month, the agreement automatically terminates." In case (2014) Yi Zhong Min Zhong Zi No. 05793, the court confirmed the validity of such clauses. If your contract contains this clause, your threshold for termination will be lower.

Action Steps: From Demand to Termination

If the company starts delaying payments, please follow the steps below to ensure a complete chain of evidence (leave a paper trail):

1. Step One: Fulfill "Reporting Obligations" and Collect Evidence

Many companies refuse payment on the grounds that "the employee did not report their employment status on a monthly basis." According to a precedent from the Shanghai No. 1 Intermediate People's Court, although simply failing to report does not mean the company can refuse payment, it increases legal risks.

  • Action: Regardless of whether the company pays, you must send a "Statement of Unemployment/Employment Status for This Month" to the designated contact person via email or WeChat every month.
  • Evidence Collection: Save all reporting records and bank statements (to prove non-receipt of funds).

2. Step Two: Send a Demand Letter (Crucial)

Do not just wait for three months. Once overdue, immediately send a "Demand Letter Regarding Payment of Non-Compete Compensation" via EMS or a corporate email address recognized by the company.

  • Content: Clearly state that the company is overdue on paying compensation for X months, and demand payment within X days, otherwise it will be deemed a breach of contract by the company.
  • Purpose: To prove that non-payment was caused by "reasons attributable to the employer" (subjective intent), rather than objective reasons such as bank transfer failures.

3. Step Three: Exercise the Right of Termination

If the company still fails to pay after the demand, and the accumulated delay reaches three months (or a shorter period stipulated in the contract), you can formally send a "Notice of Termination of Non-Compete Agreement."

  • Method: Be sure to use EMS express delivery, note "Notice of Termination of Non-Compete Agreement" on the waybill, and keep the signed receipt.
  • Effectiveness: Usually, legal effect takes place when the notice reaches the company. Only then have you truly regained your freedom of employment.

4. Step Four: Apply for Arbitration for Recovery

While terminating the agreement, you still have the right to demand the company make up for the previously unpaid compensation.

  • Additional Compensation: In some judicial practices, if the agreement is terminated due to a serious breach by the company, the employee can not only recover the arrears but also has the right to demand the company pay an additional three months of compensation as damages. An analysis by Beijing Docvit Law Firm points out that, after clarification by the court, employees' claims for an additional 3 months of non-compete compensation have been supported in multiple cases.

Pitfall Avoidance Guide: Don't "Take It for Granted"

  • No Verbal Communication: All communication regarding money and termination must be put in writing (WeChat, email, recordings).
  • Do Not Join Early: Before the "Notice of Termination" is signed for or the arbitration award takes effect, you are still legally within the non-compete period. Joining a competitor at this time, even if the company owed money first, may still result in you being ruled in breach of contract.
  • Check for Contract Traps: Carefully read the clauses regarding "Liability for Breach of Contract" in the contract to see if there are specific penalties for the company's overdue payment, which is an important basis for claims in arbitration.

How Much Do You Actually Get? On Personal Income Tax for Non-Compete Compensation

When negotiating non-compete agreements, many professionals often only focus on the percentage agreed upon in the contract, such as "30% of the average salary over the previous 12 months," while ignoring the tax costs. In reality, non-compete compensation is not tax-exempt income, and the take-home amount is often lower than expected.

1. It Is "Wages and Salaries," Not "Incidental Income"

The most common misconception is that this money belongs to "incidental income" or enjoys special tax-exemption policies. According to current practices and tax regulations, non-compete compensation received after resignation is usually regarded as an extension of the original labor relationship. Therefore, for tax purposes, it is classified as "income from wages and salaries."

This means that this money needs to be included in your comprehensive income for the year for tax calculation, subject to progressive tax rates ranging from 3% to 45%.

  • Who withholds: The original company (former employer), as the withholding agent, must withhold and prepay personal income tax when issuing compensation each month.
  • Tax rate impact: If you join a new company (not a competitor) after resignation, or have other sources of income, this compensation will be calculated combined with your new salary. During the annual tax reconciliation, due to the increase in the total income base, you may find that the actual tax rate applicable to this compensation is not low.
Note: Only statutory "severance pay" (i.e., the part in N+1, and within 3 times the local average salary) enjoys tax-exemption policies. Non-compete compensation is not included in this category and must be fully taxed.

2. Tax Check App: "Invisible Evidence" Confirming the Agreement Is in Effect

Besides caring about the take-home amount, paying attention to personal income tax payment status has an even more important legal purpose: collecting evidence.

In non-compete disputes, situations sometimes arise where the company claims it "did not initiate" the non-compete restriction, or the employee claims the company failed to fulfill its payment obligations. At this time, the tax records in the Individual Income Tax App are the most direct evidence.

  • Action suggestion: After resignation, log in to the "Individual Income Tax App" regularly to check "Income Tax Details."
  • Verification logic: If you can find that the former company continues to declare and pay individual income tax for you under the category of "wages and salaries" on a monthly basis after your resignation, this directly proves that the former company acknowledges that the non-compete agreement is being fulfilled. Conversely, if the company fails to pay compensation and fails to declare individual income tax for three consecutive months, this will become key evidence for you to apply to terminate the non-compete agreement and break free from the constraints.

Therefore, do not just look at the bank card deposits; be sure to verify the tax declaration side to ensure that the company is paying compliantly, rather than transferring funds through reimbursement or other gray methods, so as to avoid leaving hidden dangers for subsequent legal rights protection.

Ace your next interview with real-time, on-screen guidance from GankInterview.

Try GankInterview

Related articles

Class of 2027 Fall Recruitment Comprehensive Guide: The Golden Timeline and Preparation Strategies from Early Rounds to Regular Rounds
CareersJimmy Lauren

Class of 2027 Fall Recruitment Comprehensive Guide: The Golden Timeline and Preparation Strategies from Early Rounds to Regular Rounds

For the Class of 2027, autumn recruitment is no longer a two‑month sprint in “Golden September and Silver October,” but a long competition t...

Jul 4, 2026
Escaping the internet’s second half: algorithm veterans jump to finance and banking—is it “technology poverty alleviation” or dancing in shackles?
CareersJimmy Lauren

Escaping the internet’s second half: algorithm veterans jump to finance and banking—is it “technology poverty alleviation” or dancing in shackles?

As more internet algorithm engineers turn their attention to banks and financial institutions, the essence of this career shift is not wheth...

Jul 3, 2026
Demystifying "Liberal arts students are more important than STEM students in the era of large models": What Big Tech thinking lies behind this controversial claim?
CareersJimmy Lauren

Demystifying "Liberal arts students are more important than STEM students in the era of large models": What Big Tech thinking lies behind this controversial claim?

As AI surpasses the technical thresholds of massive code parsing and logical reasoning, the rapid surge in underlying computing power inevit...

Mar 20, 2026