In a recent conversation, Egor Howell spoke with Mandy, an ex-data scientist from Meta and current solopreneur, about her journey and advice for those looking to break into or advance in the field of data science. Mandy’s path is an inspiring one, moving from economics to tech, with roles in Beijing and London, before landing at Meta. Following a tech layoff, she embraced solopreneurship.
Breaking into Data Science:
Mandy emphasizes the importance of a structured study plan and gaining practical experience. Volunteering or assisting local businesses are great ways to build your skills.
Landing a Job at a FAANG Company (Like Meta):
Mandy notes that FAANG interviews are structured and predictable. Adequate preparation using the resources provided is key.
Essential Skills for Data Scientists:
Beyond technical skills, Mandy highlights interviewing skills, confidently presenting yourself, and understanding company culture as crucial for success.
Climbing the Data Science Ladder:
To move from junior to senior and lead roles, focus on building relationships, managing your impact, and documenting your achievements. Be proactive and initiate projects at higher levels.
The Solopreneur Path:
Mandy’s transition to solopreneurship began with writing on Medium and LinkedIn, eventually leading to coaching individuals to land data-related jobs.
Mandy’s Coaching Program:
Her group coaching program assists with resumes, interview communication, and salary negotiation, helping people secure data science positions.
Common Obstacles:
Mandy identifies a lack of confidence, poorly framed resumes, and weak interview communication skills as common hurdles for job seekers.
The Power of Content Creation:
Both Egor and Mandy strongly recommend creating content (blogging, LinkedIn posts) for personal learning, documentation, and networking.
Looking Ahead:
Mandy’s priorities for 2025 include helping more people land data jobs, assisting with brand building, and advising Data Ford.
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