Senior / Intermediate Machine Learning Engineer
6 months ago
Employment Hero
***
- Cach Mang Thang 8, District 10, Ho Chi Minh- Remote- Posted 8 hours ago- Skills:
- Python
English
AWS
**Top 3 reasons to join us**:
- Remote First & Flexible Working Time
- 20 Annual leave Days & 1 Leisure Rules Day
- Top Compensation & Healthcare Package
**Job description**:
**Our mission and where you fit in**
- Our ambitious team at Employment Hero is on a quest to transform employment, making it easier and more valuable for everyone. Our world-class software is the easiest way for small and medium-sized businesses to manage HR, payroll, employee engagement, and benefits.
- Since our inception in 2014, we've had enormous growth (100% YoY), now serving 300,000 businesses globally, with 2 million+ users on the platform, reaching unicorn status in 2022 - and we have no plans of slowing down.
- There’s never been a more exciting time to join one of the fastest-growing global unicorns, so let’s see if we could be a match
**In your role, you'll be focused on**
**Your skills and experience**:
**You’re the hero we’re looking for if**:
- Knowledge of data preprocessing techniques, including data cleaning and feature engineering.
- Ability to assess model performance using metrics like accuracy, precision, recall, F1-score, and AUC-ROC, and perform hyperparameter tuning to improve model performance.
- Experience in deploying machine learning models to production environments, including containerization (e.g., Docker) and orchestration tools (e.g., Kubernetes), for batch and real-time inference.
- Familiarity with cloud platforms like AWS, Azure, or Google Cloud for scalable and cost-effective model deployment and data storage.
- Strong programming skills in Python and comfortable with common ML libraries like TensorFlow, PyTorch, scikit-learn, and Keras.
- Strong software engineering principles, including modular code design, code optimization, and familiarity with software development best practices.
- Proficiency in working with databases, both SQL and NoSQL, to access and manipulate data.
- Knowledge of testing frameworks and practices to ensure model performance and reliability in production.
- **Strong English communication (both verbal and written)**
**Nice to have skills/ experiences (but not required to be considered)**:
- DevOps practices and tools for reliable and scalable data solutions.
- Experience with Generative AI and libraries like LangChain and LlamaIndex
- Familiarity with NLP libraries and frameworks like NLTK, spaCy, Gensim, and Hugging Face Transformers for various NLP tasks.
- Experience is important, but for us the biggest measure of success is people who can live and breathe our values. Show us what you can bring to the table, and we’ll empower you to let your talents shine.
**Why you'll love working here**:
**Why you love working here**?**
- We are remote-first, where you can work from the comfort of your home, and enjoy flexible working time
- Work your local hours 40 hour work week, Monday to Friday
- A generous budget to spend on setting up your home office
- We set you up for success with the latest and greatest hardware, tools and tech
- Budgets towards continuing your learning
- International annual company conference
- Refer friends to open jobs and receive a cash bonus for every successful referral you make
- Participate in our Employee Share Options Program - you’ll be a part owner of Employment Hero_._
**Employment Hero**:
Product Company: SaaS All-in-one Cloud-based HR Platform (Web & Mobile App)
- Company type
- IT Product
- Company size
- 501-1000 employees
- Country
- Australia- Working days
- Monday - Friday
- Overtime policy
- No OT
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