Поступил в ШАД - смерть Data Engineerии и Backenda в эпоху ИИ

Summary of main points

The video is a long, interview-style discussion about Emil’s path from school through university into real engineering work—and his preparation for, and successful admission to SHAD (a school/university program similar to Yandex SHAD). The central theme is the “life before and after”: how structured education (Yandex Lyceum, ITMO, corporate internships) shapes an engineer, and how SHAD is presented as a pivotal step toward deeper challenges.

Yandex Lyceum as foundational engineering training

• Emil describes himself as an above-average student with a strong interest in technical subjects, especially math and math-heavy problem solving.
• He entered Yandex Lyceum in 9th grade via the advertised selection process: test + interview + problem round.
• He emphasizes Lyceum’s value in systematization and discipline:
  • deadlines,
  • project work,
  • a more rigorous learning rhythm.
• A key factor for his early readiness was Lyceum’s deep Python base, which made it easier to work productively from the beginning.
• He also highlights breadth beyond programming:
  • multiple learning “tracks” (e.g., web, desktop via Qt, games),
  • project defenses and feedback from professionals.

Olympiads as not “supernatural talent,” but persistence

• Emil argues that olympiad success doesn’t require genius.
• In his view, it mainly needs:
  • school-level knowledge,
  • dedicated practice.
• He says he didn’t get intensive specialized olympiad training—more like intuition + algorithms + Lyceum/school knowledge—yet still achieved strong results.
• He stresses that multiple attempts and failures are normal; his competitive admission came after many tries.

Choosing ITMO with responsibility and math emphasis

Emil explains that he chose a bachelor’s program at ITMO (software engineering / CS-related track) after evaluating:

• the quality of mathematical education,
• how modern the curriculum is,
• teaching staff,
• student life and logistics (including hostel quality).

He prioritized math because it “brings order.” He also notes that advanced math courses at ITMO were challenging and sometimes abstract—sometimes requiring memorization for exams due to slow development of intuitive understanding.

Early work experience: start during university, learn—but don’t get stuck

• He did summer work/freelancing and then got a startup job after his first semester.
• He later got internships/employment through T-Bank training courses, describing them as structured with recruitment transparency.
• He left a team (electronic digital signature) because:
  • the work became too “product-simple,”
  • development pace and growth were limited,
  • tasks didn’t provide enough technical challenge or professional progression.

Career lesson: don’t stay only because you’re comfortable. Leave when your interest or direction stops and you’re losing growth momentum.

Switching toward infrastructure + distributed systems

After a “quarter-life / graduate identity crisis” moment, Emil reoriented toward serious systems work, especially distributed/high-load areas.

• He applied actively for jobs and emphasizes the importance of a well-crafted resume:
  • include personal details,
  • clearly describe tasks,
  • show measurable outcomes.
• He reports receiving many interview offers quickly and choosing VK (VKontakte) due to the recommender systems domain:
  • huge scale (he mentions 100k+ RPS),
  • the intersection of ML-driven recommendations with infrastructure and performance engineering.
• He describes VK’s hiring process stages:
  • algorithmic/engineering screening,
  • lifecoding,
  • team interview.
• He credits his ability to succeed to both his education and earlier ITMO foundations in algorithms/data structures.

SHAD preparation: late start, but systematic use of resources

• Emil initially tried to enter SHAD earlier but missed the recruitment timing—he emphasizes that timing matters.
• For his successful attempt, he started preparation about 4 months before the exams (late winter / early spring).
• He prepared using:
  • SHAD-related materials (including VKontakte posts and lists of textbooks/problem sets),
  • repeating problem-solving patterns learned from courses (focusing on approaches rather than memorizing theory),
  • quickly revisiting math fundamentals using textbooks (and noting which sources worked well vs. not).
• He says he passed the math and linear/algorithm-adjacent tasks but struggled with some algorithms questions and missed those tasks.
• He also recounts online-exam issues:
  • noise,
  • microphone problems,
  • stress caused by proctoring.
• Near the end, he almost made a mistake by not uploading solutions on time—but technical support later helped get solutions uploaded.

Motivational interview strategy and “red flags”

Emil emphasizes that the motivational interview can be critical and gives actionable guidance:

• prepare a narrative that directly connects your background to why SHAD is the next step,
• explicitly address personal “ceiling” problems (where you stalled),
• explain how SHAD will solve that issue (not only that SHAD is prestigious),
• rehearse answers and use structured preparation materials (proceedings channels/materials).

He credits a mentor, Vladislav, with helping him refine the story.

Broader commentary: AI and infrastructure career concerns

Near the end, Emil mentions a concern voiced by others: infrastructure engineers might face reduced demand due to AI-assisted coding and the ability to write “similar code” faster.

• He frames this as unresolved,
• but suggests the market will shift,
• and that engineers should focus on responsibility, competence, and readiness to evolve toward higher-level engineering/management or research-oriented roles.

Final plans and advice

• Emil’s next step is applying to a master’s program (he mentions big data/infrastructure and possibly data analysis/financial tech directions).
• He plans to keep participating in SHAD events and stay active.

Advice to future students:

• “study, study, study” while you still have time and energy,
• build networks during university,
• track time—don’t delay decisions,
• avoid “fanaticism” in study/work so you protect your health (including sports and balance).

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Presenters / contributors

• Emil — guest/interviewee
• Vladislav — host/interviewer; also credited with helping with Emil’s SHAD motivational interview “legend”