Senior Machine Learning Scientist
Mountain View, CA, USA /
Data Science & Machine Learning /
At Aera, we deliver the cognitive technology that enables the Self-Driving Enterprise™: a Cognitive Operating System™ that connects you with your business and autonomously orchestrates your operations. Aera's Cognitive OS leverages the best of artificial intelligence, machine learning, natural language processing, big data, and enterprise domain expertise to deliver Cognitive Automation at scale for some of the world's largest companies.
We're looking a Senior Machine Learning Scientist to join our team based in our Mountain View headquarters. You will be working on new and challenging data science applications, using Machine Learning to solve complex business problems.
- Designing, implementing, monitoring and maintaining our machine learning systems that powers the Aera platform
- Working in a highly-collaborative environment with other experts in data science and engineering
- Transforming business problems into data problems
- Researching and building statistical, machine learning and reinforcement learning applications
- Performing exploratory data analysis and statistical analysis; clearly presenting the results of an analysis to customers and management
- Collaborating with other team members to build data-science products and services using the Aera platform
- Master’s Degree or Ph.D. in Computer Science, Mathematics, Statistics, Operations Research or a related quantitative field with a focus on Machine Learning or Deep Learning. Ph.D. preferred
- 4-8+ years of professional experience as a Machine Learning Engineer/Data Scientist; preferably in a product development setting
- Good intuitive understanding of machine learning algorithms and practical experience building models with incremental/iterative approach
- Proficiency in Python
- Experience in implementing machine learning algorithms using APIs/libraries from scikit-learn, H2O, MLlib, TensorFlow and PyTorch
- Hands-on experience with software development, including translating ML models into scalable production services
- Experience in working with large data sets and pipelines, distributed systems for machine learning using frameworks such as Apache Spark
- Excellent verbal and written communication skills
- You take complete ownership of your work and are self-driven
At Aera, we're on a mission to solve the biggest, most intractable challenges in the world of enterprise software. We envision the rise of the Self-Driving Enterprise: a more autonomously functioning business with a central operating system that connects and orchestrates business operations. Our Cognitive Operating System is increasingly used by the world's largest companies to fundamentally transform their organizations and how work is done.
If you share our passion for building the next generation of enterprise software, and deploying it for the most sophisticated customers in the world, you’ve met your match. Headquartered in Mountain View, California, we're growing fast, with teams in Mountain View and San Francisco (California), Bucharest and Cluj-Napoca (Romania), Paris (France), Munich (Germany), London (UK), Pune and Bangalore (India), Sydney (Australia) and Singapore. So join us, and let’s build the future of work together!
Aera Technology is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status. Pursuant to the San Francisco Fair Chance Ordinance, Aera Technology will consider for employment qualified applicants with arrest and conviction records.
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