Machine Learning Engineer - II

Phenom Intro:

Our purpose is to help a billion people find the right work! Phenom is an AI-Powered talent experience platform that is redefining the HR tech space. We have grown into a global organization with offices in 6 countries and over 1,500 employees. As an HR tech unicorn organization, innovation and creativity is within our DNA. Come help us make every talent moment Phenomenal!

Job Summary:

As a Machine learning engineer who will develop self-running AI software to automate predictive models for recommended searches for our AI Engine. Who will design machine learning systems, apply algorithms to generate accurate predictions, and resolve data set problems.

What you'll do

• Partner with data scientist working on discovery, prototypes and pilot. Focus on experiment tracking.
• Partner with data scientist & ML engineers to design, develop, and deploy deep & machine learning applications using complex high dimensional features that run efficiently in cloud.
• Design, build, and maintain the core machine learning capabilities, services and platforms.
• Design and implement end-to-end machine learning pipelines accounting for the variability in data sources and collection policies, data analysis and feature extraction methodologies, modelling frameworks and serving infrastructure.
• Help drive optimization, testing, and tooling to improve quality (unit tests).
• Implement integrated monitoring of model performance for reliability and maintenance.
• Monitor model performance, working with data scientists assessing models performance, bias & fairness.
• Work with a wide range of systems, processes and technologies to own and solve problems.
• Continuously improve ML processes, tools and standards.

What you've done

• 3+ Experience deploying production-grade AI applications.
• Strong technical knowledge of classical ML approaches as well as novel deep learning methods.
• Proficiency with deep learning frameworks such as TensorFlow/Keras or PyTorch as well as packages for machine learning such as scikit-learn and pandas.
• 3+ years’ experience in ETL and/or data wrangling techniques.
• Fluent with Azure cloud services, AWS
• Fluent in git (version control), Docker, Jenkins.
• Fluent with design and management of APIs.
• Experience with K8s is a plus.
• Experience with distributed systems is a plus.
• Experience with Mlflow, Seldon is a plus
• Experience with ELK, Mongodb is a plus.
• Experience with MLOPS, ML security is a plus.
• Experience in Information Retrieval, Recommender Systems is a plus
• Constant need to learn ('infinite curiosity') and overcome the barriers of technology.
• Genuine team spirit and a deep passion for our mission.
• Strong communications and organizational skills with the ability to deal with ambiguity while juggling multiple priorities
• Experience with Agile methodology for teamwork and analytics 'product' creation. Fluent in Jira, Confluence.

Education: Bachelor’s degree in computer science, Engineering, or a related field, or equivalent work experience.

We want you to be your best self and to pursue your passions!

• Health and wellness benefits/programs to support holistic employee health
• Growing organization with career pathing and development opportunities
• Tons of perks and extras in every location for all Phenoms!

Diversity, Equity, & Inclusion:

Our commitment to diversity runs deep! Diversity is essential to building phenomenal teams, products, and customer experiences. Phenom is proud to be an equal opportunity employer taking collective action to build a more inclusive environment where every candidate and employee feels welcomed. We recognize there is more to be done. Our teams are committed to continuous improvement until these powerful ideas are ingrained in our culture for Phenom and employers everywhere!