AI/ML Lead
Gen AI, MLOps, AWS, Python, Machine Learning, Data Science, SQL, Financial Domain, Fintech Domain
Description
GSPANN is hiring a skilled Technical Lead with expertise in AI/ML to join our team. In this role, you will mentor peers, lead AI product development, and implement MLOps across the organization. You will collaborate with Product, Research, and Engineering teams to develop and deploy AI models, ensuring seamless integration and improved model performance.
Who We Are
GSPANN has been in business for over a decade, with over 2000 employees worldwide, and servicing some of the largest retail, high technology, and manufacturing clients in North America. We provide an environment that enables career growth while still interacting with company leadership.
Visit Why GSPANN for more information.
Location: Pune
Role Type: Full Time
Published On: 10 September 2024
Experience: 6+ Years
Description
GSPANN is hiring a skilled Technical Lead with expertise in AI/ML to join our team. In this role, you will mentor peers, lead AI product development, and implement MLOps across the organization. You will collaborate with Product, Research, and Engineering teams to develop and deploy AI models, ensuring seamless integration and improved model performance.
Role and Responsibilities
- Design, develop, and maintain an AI/ML platform that is accurate, secure, and fast.
- Lead workstreams within a lean and agile environment, gathering requirements and creating a plan of actionable tasks for the team.
- Coach and mentor data team members on architecture, software development best practices, and new technologies.
- Establish criteria to evaluate data quality and track production ML models.
- Partner with product, research, and engineering teams to ensure smooth integration of product changes.
Skills and Experience
- 6+ years in MLOps, ML engineering, and data science with 2+ years leading and mentoring agile teams. Proven expertise in deploying essential MLOps components like CI/CD, model registry, and input loading.
- Skilled in creating and launching diverse models (statistical, LLM, GenAI, GPT 3.5/4.0) from POC to production.
- Proven ability to manage projects and programs, lead small teams (2-5 members), and directly handle data analysis, modeling, data pipeline setup, and MLOps.
- Skilled in utilizing AI/ML platforms such as AWS, Amazon Bedrock, and Snowflake, while proficient in Python, SQL, Tableau, and Alteryx.
- 3+ years of experience working with Jupyter Notebooks, Git, GitHub, JIRA, and weights & biases, enhancing collaboration and version control in project development.
- Significant collaboration with research teams, contributing hands-on research skills that advance project outcomes.
- Previous experience working in Private Markets, Financial Services, or FinTech space.
- 2+ years of Tech Lead and management experience, taking on the role of player-coach and providing mentorship.
- Experience in migrating data sets and workflows between legacy data platforms and services.
- Familiarity with stream processing and event-driven architecture.
- Comfortable moving quickly and working in a fast-paced, agile XP, lean environment.
- Experience in leading offshore and nearshore teams is highly valued.
