#mlengineer — Public Fediverse posts

I am seeking a job as a computer science college graduate. I am open to being a machine learning engineer, data scientist, software engineer, or other similar role. I can work near Los Angeles or do remote work. I utilize Python, full-stack development, generative AI, and much more.

#FediHire #GetFediHired #JobSearch #LosAngeles #RemoteWork #MLEngineer #DataScientist #SoftwareEngineer #Python #FullStack #GenAI

I am seeking a job as a computer science college graduate. I am open to being a machine learning engineer, data scientist, software engineer, or other similar role. I can work near Los Angeles or do remote work. I utilize Python, full-stack development, generative AI, and much more.

#FediHire #GetFediHired #JobSearch #LosAngeles #RemoteWork #MLEngineer #DataScientist #SoftwareEngineer #Python #FullStack #GenAI

AI can help with interview prep—but don’t rely on it blindly.

➜ Use AI to refresh what you already know
➜ Ask specific questions with context
➜ Always ensure you understand the why behind the answer

AI should assist, not replace, real learning.

#MLEngineer #TechInterviews

Want to break into ML engineering? The real path looks like this:

➜ Build a project for yourself—see if you enjoy it
➜ Fill in gaps with courses (now you know what’s missing)
➜ Build something useful for others
➜ Start applying & prepping

Actively building matters more than just studying.

#MachineLearning #MLEngineer

When applying for MLE jobs:

➡ Stay organized—batch applications by similar requirements
➡ Prep for specific interview types
➡ Expand filters only if needed

Too much variation = burnout. Stay focused and sane!

#MLEngineer #JobSearch #TechInterviews

After Senior MLE, your career can branch into 5 paths:

➡ Architect: Designing big systems
➡ Tech Lead: People-focused leadership
➡ Problem Solver: Tackling deep challenges
➡ Right Hand: Flexible leadership across roles
➡ Manager: Strategic leadership

What kind of ML leader do you want to be?

#MLEngineer

My student just crushed the ML System Design interview and landed a Meta E5 offer:

Base: $230k
Bonus: 15%
Sign-on: $80k
RSUs: $875k over 4 years, vesting quarterly with no cliff

Hard work and preparation pay off—congrats to him!

#MLEngineer #TechCareers

Revolutionary Development in Machine Learning Engineering 🔧

• 🤖 #NEO launches as world's first autonomous #AI #MLEngineer, transforming traditional ML workflows

• 🔄 System features parallel processing agents that handle entire pipeline from data prep to deployment, making development 10x faster

• 📊 Impressive performance metrics: Secured medals in 26% of tested #Kaggle competitions, matching #OpenAI benchmarks

• 💻 Tackles key #MachineLearning challenges:
- Data quality & preparation
- Model selection & optimization
- Computing resource management
- Deployment & monitoring

• 🎯 Real-world applications demonstrated through credit card fraud detection and book recommendation systems

• 🚀 Currently accepting early beta users through waitlist

Learn more: https://heyneo.so/blog

📺 https://youtu.be/_c5R4_HwAng?si=4Nmi4ybjTEXHCxTR

Revolutionary Development in Machine Learning Engineering 🔧

• 🤖 #NEO launches as world's first autonomous #AI #MLEngineer, transforming traditional ML workflows

• 🔄 System features parallel processing agents that handle entire pipeline from data prep to deployment, making development 10x faster

• 📊 Impressive performance metrics: Secured medals in 26% of tested #Kaggle competitions, matching #OpenAI benchmarks

• 💻 Tackles key #MachineLearning challenges:
- Data quality & preparation
- Model selection & optimization
- Computing resource management
- Deployment & monitoring

• 🎯 Real-world applications demonstrated through credit card fraud detection and book recommendation systems

• 🚀 Currently accepting early beta users through waitlist

Learn more: https://heyneo.so/blog

📺 https://youtu.be/_c5R4_HwAng?si=4Nmi4ybjTEXHCxTR

Your first ML design task: understand the question. 5 minutes of clarity will save you from an entire interview gone wrong. ⏳ #MLEngineer #SystemDesign

The best mentors? They don’t just give advice—they help you navigate the unknown. Build a mentorship team. 🧠 https://buff.ly/3TrECFv #TechMentorship #MLEngineer

You don’t need one mentor—you need a team. Build diversity in expertise, not just a single go-to person. 🤝 More here: https://buff.ly/47yNSgP #TechMentorship #MLEngineer

Building a strong network starts from day one! 🕸️ Make a list of key stakeholders and set up meetings to understand their goals and how your work fits in.
Get more tips on accelerating your career in my newsletter: https://buff.ly/4d6tAfC #Networking #TechCareer #MLEngineer

Your roadmap to passing the ML Design interview? Focus on the 6 key stages. Find out what they are: https://buff.ly/3XqyVJd #TechInterviews #MLEngineer

Want to crush your #MLSystemDesign round? Practice mock interviews. 🧑‍🏫 #MLEngineer #InterviewPreparation

RSUs are taxed as income on the day they vest. 🏦 Plan your financial strategy accordingly. More details in my blog: https://buff.ly/3B2MruR #TechCompensation #MLEngineer

Your first weeks in a new role? The best time to “look like an idiot” 🤪. Ask questions, commit code, and focus on learning.
Get more career strategies in my newsletter: https://buff.ly/4d6tAfC #MLEngineer #Onboarding #CareerGrowth

#Negotiation doesn’t stop at salary. Project scope, deadlines, team resources—all of these are part of your daily work life. 🧠 #MLEngineer #TechCareer

Don’t focus on “XGBoost” in your ML Design round—think “model” first. Keep it high level and avoid miscommunication. #MLEngineer #MLInterview

What separates great candidates from good ones? Breadth of knowledge AND strong communication. #MLSystemDesign #MLEngineer

Think you’re ready for an ML interview? If you can’t explain your big-picture design in 6 minutes, you’re not ready yet. ⏳ #MLEngineer #SystemDesign

What’s the most common question in an ML Design interview? Hint: it’s not about fancy algorithms. It’s about recommender systems. Watch to learn more: https://buff.ly/3ZoByO9 #MLEngineer #RecommenderSystems

What makes a great #MLEngineer? It’s not just knowing the latest model—it’s understanding how to make systems scale. 🏗️ #Scalability #MachineLearning

🔑 Key to acing any ML Design round: don’t ask endless clarifying questions. Make assumptions, and show you know how to navigate ambiguity. #MLSystemDesign #MLEngineer

Only 12% of employees agree their company has a good onboarding process. 😱
Here’s the thing: how well you onboard is the top predictor of your career success. Take ownership, have a plan, and recreate your career. 🚀 #CareerGrowth #Onboarding #MLEngineer

Are you optimizing the wrong things before an interview? Don’t focus on loss functions—focus on how well you understand the question. 🎯 #MLEngineer #InterviewTips

If your interviewer is confused, it doesn’t matter how good your solution is. Make sure your communication is as sharp as your code. 💬 #MLEngineer #MLSystemDesign

[Part 5]
💭 If you're reading this & you've been involved with developing an ML Platform, how did you approach the "centralize vs distributed" discussion? What worked? What failed?

👇 Let me know in the comments below!

#mlops #mlplatform #ai #strategy #dataops #dataengineering #devops #platformengineering #platformdesign #mlengineer

[Part 5]
💭 If you're reading this & you've been involved with developing an ML Platform, how did you approach the "centralize vs distributed" discussion? What worked? What failed?

👇 Let me know in the comments below!

#mlops #mlplatform #ai #strategy #dataops #dataengineering #devops #platformengineering #platformdesign #mlengineer

Hi, I'm Josie, I'm #trans, #lesbian, and #polyamorous (with two fiances!), I'm #autistic and have #adhd, and I'm a machine learning engineer (MLE) for a large gaming company.

I'm thinking of migrating from tech.lgbt to here ​:purple_heart:​

#MLEngineer #MLE #machinelearning #videogames #gamedev

Hi, I'm Josie, I'm #trans, #lesbian, and #polyamorous (with two fiances!), I'm #autistic and have #adhd, and I'm a machine learning engineer (MLE) for a large gaming company.

I'm thinking of migrating from tech.lgbt to here ​:purple_heart:​

#MLEngineer #MLE #machinelearning #videogames #gamedev

🧠 Everyone else: <LLM Experts, producing multi-modal Gen AI systems. >

🤓 Me: <Still troubleshooting that lambda function to calculate Euclidean distance of lat/long columns in Polars Dataframe for a sample project in Colab. > 😅

-----
#datascience #mlops #productionml #ai #mlengineer

🧠 Everyone else: <LLM Experts, producing multi-modal Gen AI systems. >

🤓 Me: <Still troubleshooting that lambda function to calculate Euclidean distance of lat/long columns in Polars Dataframe for a sample project in Colab. > 😅

-----
#datascience #mlops #productionml #ai #mlengineer

Build vs Buy, Centralized vs Distrib...

These are false dichotomies as many orgs follow a similar path of:
1️⃣ When building new, first centralize
2️⃣ Move to distrib. model to avoid blocking
🔁 Start cycle again

So really, pull & release, pull & release is closer to the actual cadence & is also why the responses are so....lame when panels are asked "How do you navigate the Build vs Buy dilemma?" for the 100th time.

#mlops #mlengineer #datascience

Build vs Buy, Centralized vs Distrib...

These are false dichotomies as many orgs follow a similar path of:
1️⃣ When building new, first centralize
2️⃣ Move to distrib. model to avoid blocking
🔁 Start cycle again

So really, pull & release, pull & release is closer to the actual cadence & is also why the responses are so....lame when panels are asked "How do you navigate the Build vs Buy dilemma?" for the 100th time.

#mlops #mlengineer #datascience

Simple Numpy quiz

What is the answer?

#MachineLearning #DataScience #DataScientists #dataScientist #ML #MLEngineer #NumPy #python #PythonQuiz

Simple Numpy quiz

What is the answer?

#MachineLearning #DataScience #DataScientists #dataScientist #ML #MLEngineer #NumPy #python #PythonQuiz

I think it's tremendously impt to understand lower-level concepts to become a great #datascientist and #mlengineer for the long-haul.

But if you're struggling to break in, first evaluate whether the gap is actually understanding high-lvl concepts. #🐘