Lead Data Scientist
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Job Location:
Monthly Salary:
Posted on:
4 hours ago
Vacancies:
1 Vacancy
Job Summary
As a Lead Data Scientist with a focus on Generative Artificial Intelligence (GenAI) you will be at the forefront of pioneering innovative applications of data science and machine learning in employee engagement. You will lead efforts to leverage GenAI techniques to solve complex challenges transitioning the next generation of IT services away from traditional dashboards and filters into an interactive conversational experience backed by real-time streaming data analysis.
The Impact You Will Create
You will not just be building models; you will be reshaping how users interact with technology. Your work will directly result in:
- Massive Scale: Building a state-of-the-art conversational servicebot designed to scale seamlessly across 1 million Monthly Active Users (MAU).
- Next-Gen User Experience: Serving real-time insights to customers through a cutting-edge conversational UI/UX that processes millions of streaming data points.
- Advanced Automation: Developing production-grade AI/ML solutions to solve complex Text2Action problems and analyzing time-series data to detect anomalous behavior instantly.
Roles & Responsibilities
- Strategic Collaboration: Partner closely with product and business teams to deeply understand challenges and opportunities within the GenAI landscape ensuring data science initiatives align with core organizational objectives.
- Intelligent System Design: Conceptualize experiment and design intelligent systems powered by GenAI applying your deep expertise in machine learning statistics and advanced mathematics.
- End-to-End ML Pipelines: Take full ownership of ML pipelines from start to finish encompassing data pre-processing model generation cross-validation and continuous feedback integration.
- ML/AI Architecture: Collaborate with ML Engineers to design highly scalable systems and model architectures that enable low-latency real-time ML/AI services.
- Big Data Processing: Build and develop efficient systems capable of ingesting and processing vast volumes of streaming data.
- Metric Definition: Define and monitor key performance metrics that accurately reflect the tangible value delivered to end-users through our GenAI solutions.
Qualifications :
Qualifications
- Education: A Bachelors degree or higher in Computer Science Statistics Mathematics or a highly related quantitative field.
- Experience: A minimum of 7 years of relevant industry work experience.
- Production Deployment: A proven track record of successfully deploying ML projects into production systems backed by substantial individual contributions.
Key Skills
- Mathematical Foundations: Profound understanding of the math underpinning machine learning algorithms including probability statistics linear algebra calculus and optimization.
- GenAI & NLP: Hands-on experience with Natural Language Processing tasks utilizing prompt engineering Large Language Models (LLMs) transformers and knowledge graphs.
- Big Data & Distributed Computing: Proficiency in large-scale computing and Big Data technologies specifically distributed programming frameworks like Hadoop and Spark.
- Data Engineering: Strong proficiency with database systems and schema design encompassing both SQL and NoSQL databases.
- Domain Expertise: A solid background in at least two of the following specialized areas:
- Natural Language Processing (NLP)
- Statistical ML techniques
- Deep Learning
- Distributed Systems
- Graph algorithms
- Constraint optimization
- Signal processing (speech or vision)
- Core Competencies: Exceptional problem-solving and programming skills.
If you are a forward-thinking data scientist with a passion for pushing the boundaries of GenAI and envision yourself driving the transformation of IT services through interactive conversational experiences we encourage you to apply and join our dynamic team!
Additional Information :
At Freshworks we have fostered an environment that enables everyone to find their true potential purpose and passion welcoming colleagues of all backgrounds genders sexual orientations religions and ethnicities. We are committed to providing equal opportunity and believe that diversity in the workplace creates a more vibrant richer environment that boosts the goals of our employees communities and business. Fresh vision. Real impact. Come build it with us.
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
Freshworks makes it fast and easy for businesses to delight their customers and employees. We do this by taking a fresh approach to building and delivering software that is affordable, quick to implement, and designed for the end user. Headquartered in San Mateo, California, Freshwork ... View more
