Sr. Manager - Machine Learning
Eightfold
This job is no longer accepting applications
See open jobs at Eightfold.See open jobs similar to "Sr. Manager - Machine Learning" General Catalyst.Software Engineering
Bengaluru, Karnataka, India
Posted 6+ months ago
Eightfold was founded with a vision to solve for employment in our society. For decades, the connection between individuals and opportunities has been based on who the individuals are and the strength of their network, vs. their potential. Eightfold leverages artificial intelligence to transform how to think about skills and capabilities for individuals as well as how jobs and career decisions are made. Eightfold offers the industry’s first AI-powered Talent Intelligence Platform to transform how organizations plan, hire, develop and retain a diverse workforce, enabling individuals to transform their careers.
To date, Eightfold AI has received more than $410 million in funding and a valuation of over $2B from leading investors to further our mission of finding the right career for everyone in the world. If you are passionate about solving one of the most fundamental challenges of our society - employment, working on hard business problems, and being part of an amazing growth story - Eightfold is the place to be!
Eightfold.ai is led by Ashutosh Garg, a PhD in Machine Learning/IIT Delhi alumni who managed Search and Personalization at Google, and Varun Kacholia-IIT Bombay alumni, who led the News Feed Ranking team at Facebook and developed YouTube Search at Google.
About AI Platform Team:
Our AI/ML team is the driving force behind Eightfold's cutting-edge solutions. We're a group of passionate experts who thrive on pushing the boundaries of applied machine learning. We work with massive datasets, tackle complex challenges, and collaborate to create AI models that are transforming the way companies approach talent management.
What you will do (or learn to do):
- This is a People Leadership role. You will lead and mentor a team of talented engineers, focusing on coaching, mentoring, and performance management to foster a high-performing team environment.
- You will own, train, build, and deploy cutting-edge deep learning models across all Eightfold products, end to end.
- You will collaborate on various ideas and ensure that a highly reliable, world-class platform exists to run ML models.
- You will help build high-performance, flexible infrastructure and services that can rapidly evolve to handle new technologies, techniques, and modeling approaches.s
- You will implement and operate an intuitive, easy-to-use, and flexible ML development framework.
- Build data pipelines that can generate structure from unstructured data.
- Create industry best practices for Machine Learning in Recruiting
- Own building and deploying cutting-edge deep learning models across all Eightfold products
- Do it responsibly to provide equal opportunity for everyone by extending our internal model fairness platform
- Work with various product teams to apply deep learning as relevant
What you should already know:
- Strong foundation in Machine Learning (ML), Deep Learning, and NLP
- Hands-on experience in applying Natural Language Processing solutions to challenging real-world problems.
- Ability to work cross-functionally & interface with data science experts across the Eightfold customer base
- Familiar with Language models, transformers like BERT, GPT-3, T-5 etc.
- BS or MS or PhD degree in Computer Science, Data Science or Mathematics
- Exceptionally strong knowledge of CS fundamental concepts and ML languages ( like Python, C, C++, Java, JavaScript, R, and Scala, etc. )
- Ability to innovate, as proven by a track record of software artifacts or academic publications in applied machine learning.
- Prior experience building and deploying machine learning models in production at scale
- Understanding of data and/or ML systems with ability to think across layers of the stack - REST APIs, microservices, data ingestion and processing systems, and distributed systems.
- Extensive experience with scientific libraries in Python (numpy, pandas) and machine learning tools and frameworks (scikit-learn, tensorflow, torch, etc.).
- Experience of implementing production machine learning systems, working with large scale datasets and solid understanding of machine learning theory.
- Metrics-focused and passionate about delivering high quality models.
- Experience with analyzing large data sets, using Hadoop, Spark
Nice To have:
- Experience with real-time technology problems
- Familiar with Pandas / Python machine learning libraries
- Familiar with Spark, MLLib, Databricks MLFlow, Apache Airflow and similar related technologies.
- Familiar with a cloud based environment such as AWS
- Familiarity with MLOps tools and pipelines (MLflow, Metaflow).
Join Us and Shape the Future of AI
If you're a senior AI/ML engineer who's ready to make a real impact, we'd love to hear from you. Eightfold.ai offers a dynamic and rewarding environment where you'll have the opportunity to work on cutting-edge projects, collaborate with world-class experts, and accelerate your career growth. Join us and help build the future of AI-powered talent intelligence.
Hybrid Work @ Eightfold: We embrace a hybrid work model that aims to boost collaboration, enhance our culture, and drive innovation through a blend of remote and in-person work. We are committed to creating a dynamic and flexible work environment that nurtures the collaborative spirit of our team. Starting February 1, 2024, employees residing near Santa Clara, California, or our Bangalore and Noida offices in India will return to the office twice a week.
Eightfold.ai provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, or disability.
Experience our comprehensive benefits with family medical, vision and dental coverage, a competitive base salary, and eligibility for equity awards and discretionary bonuses or commissions.
This job is no longer accepting applications
See open jobs at Eightfold.See open jobs similar to "Sr. Manager - Machine Learning" General Catalyst.
