Machine Learning Engineer III
2 weeks ago
Glance - An InMobi Group Company
Founded in 2019, Glance is a consumer technology company that operates disruptive digital platforms including Glance, Roposo, and Nostra. Glance’s ’smart lock screen’ inspires consumers to make the most of every moment by surfacing relevant experiences without the need for searching and downloading apps. Glance Lock Screen is currently available on over 450 million smartphones worldwide. Roposo is a LIVE platform that is revolutionizing live experiences, through a unique, immersive, creator-led approach. Nostra is the largest gaming platform in India and Southeast Asia, offering gamers engaging ways to discover, play, watch, learn and compete.
Headquartered in Singapore, Glance is an unconsolidated subsidiary of InMobi Group and is funded by Jio Platforms, Google, and Mithril Capital. For more information visit glance.com, nostra.gg, and roposo.com
What should you know about joining Glance?
At Glance, we walk the talk – free yourself, dream big, and chase your passion On joining, you’ll have opportunities to make an immediate impact on mission-critical projects, as you work with highly capable and ambitious peer groups.
Be rewarded for your autonomy even as you collaborate. Ideate, innovate, and inspire by leveraging bleeding-edge tech to disrupt consumer experiences.
While you work, we’ll take care of nourishing your body, mind, and soul. This includes daily meals, gym, trainings, tech tools, and regular unwind sessions. Also, feel free to bring your kids – even the furry ones – to the office
What you will be doing?
Glance is looking for a Machine Learning Engineer.
As an ML engineer you will be responsible for contributing to the design, development, deployment, testing, maintenance and enhancement of ML software solutions. You will work closely with data scientists to collaborate and support the development of ML data pipelines, platforms and infrastructure.
Day-to-day activities include:
- Architecting and implementing end-to-end solutions for accelerating experimentation and model building,
- Creation of microservices and APIs for serving ML models and ML services,
- Designing and implementing potential products and proof-of-concepts,
- Deploying data solutions and pipelines to increase the efficiency of ML workflows,
- Working closely with engineering, product, and newsroom teams to define and deploy new ML / AI products,
- Exploring and onboarding new platforms, technologies and algorithms,
- Managing project priorities, deadlines and deliverables.
- Experience developing recommendation systems
We are looking for candidates with an enthusiasm for tackling audacious challenges, the ability to take ownership of end-to-end solutions, and a passion for elegance in deep problem solving.
Basic Qualifications:
- Five+ years experience working in a Big Data Software Development role
- Experience managing and deploying ML models in real world environments
- Bachelor's degree in Computer Science, Mathematics, Statistics, or other analytical fields
- Experience working with Python, Scala, Spark or other open-source software with data science libraries
- Strong experience in advanced math and statistics
- Excellent familiarity with command line linux environment
- Able to understand various data structures and common methods in data transformation
- Experience deploying machine learning models.
- Thorough understanding of variety of machine learning techniques
Preferred Qualifications
- Bachelor’s or master's Degree or PhD that included coursework in statistics, machine learning or data analysis.
- Five+ years' experience working in a ML Engineering role.
- Experience with being actively engaged in data science or other research-oriented position.
- You would be comfortable collaborating with cross-functional teams.
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