Senior / Intermediate Machine Learning Engineer

Our mission and where you fit in
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!
Since our inception in 2014, we&039;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.
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.
In your role, you&039;ll be focused on
We are now looking for Intermediate/Senior Machine Learning Engineers who will play a critical role in developing and deploying machine learning models and systems. They bridge the gap between data science and software engineering, applying machine learning algorithms to real- world problems.

Yêu cầu công việc

You’re the hero we’re looking for if:

Knowledge of data preprocessing techniques, including data cleaning and feature engineering.
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.
Proficiency in working with databases, both SQL and NoSQL, to access and manipulate data.
Familiarity with cloud platforms like AWS, Azure, or Google Cloud for scalable and cost- effective model deployment and data storage.
Ability to assess model performance using metrics like accuracy, precision, recall, F1- score, and AUC- ROC, and perform hyperparameter tuning to improve model performance.
Strong programming skills in Python and comfortable with common ML libraries like TensorFlow, PyTorch, scikit- learn, and Keras.
Knowledge of testing frameworks and practices to ensure model performance and reliability in production.
Proficiency in a wide range of machine learning algorithms, including supervised, unsupervised, and reinforcement learning, understanding when and how to apply each specific algorithm.
Strong software engineering principles, including modular code design, code optimization, and familiarity with software development best practices.
Strong English communication (both verbal and written)

Nice to have skills/ experiences (but not required to be considered):

Experience with Generative AI and libraries like LangChain and LlamaIndex
DevOps practices and tools for reliable and scalable data solutions.
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 love working here
?

Participate in our Employee Share Options Program- you’ll be a part owner of Employment Hero.
A generous budget to spend on setting up your home office
Refer friends to open jobs and receive a cash bonus for every successful referral you make
We set you up for success with the latest and greatest hardware, tools and tech
Budgets towards continuing your learning
We are remote- first, where you can work from the comfort of your home, and enjoy flexible working time
International annual company conference
Work your local hours! 40 hour work week, Monday to Friday

Cập nhật gần nhất lúc: 2024-04-03 12:06:49