Senior Machine Learning Engineer

2 weeks ago

Bengaluru, Karnataka, India PlanSource Full time

PlanSource is a high-growth software company headquartered in Orlando, Florida with offices in Salt Lake City, Utah and Bengaluru. We are currently looking for a Senior Machine Learning Engineer who will work with the growing data science and Gen AI team to maintain, improve, and expand our data science infrastructure. PlanSource is looking for a highly motivated, organized, forward-thinking team member to join the Data Science Team at our Center of Excellence in Bangalore, India. PlanSource is part of the Vista Equity Partners portfolio of companies. Together, we are working to reinvent the employee benefits administration landscape. Our talented employees benefit from this partnership through increased capital for strategic investments, access to exceptional toolkits, best practices and resources for success, and strong cultural and value alignment focused on talent development and growth.

About the Senior Machine Learning Engineer Position

We are seeking a highly skilled and motivated Data Scientist specializing in Generative AI to join our team. This is a highly visible role that will be responsible for supporting new AI initiatives, solutions and implementation on our existing BenAdmin Platform. The ideal candidate should possess in-depth knowledge of OpenAI, Lang Chain and Open LLM frameworks and be proficient in creating AI models and documents to Vectors etc. The ML/AI responsibility includes sourcing and training data that is accurate and reliable, and models are well-trained and reliably deployed. They must be self-motivated and comfortable supporting the needs of multiple teams, systems, and products.

Responsibilities include (Not limited to) :

Architect AI/ML systems as well as integrating AI/ML features into business apps

Solution and execute end-to-end Generative AI projects with Open AI, GPT-4, Llama-2 etc

Develop end-to-end NLP Deep models

Assist in Conversational AI, Information retrieval, Knowledge Management

Research and implement appropriate ML algorithms and tools

Build and manage Supervised and Unsupervised ML algorithms

Select appropriate datasets and data representation methods

Perform statistical analysis and fine-tuning using test results

Utilise AWS Lambda, EC2 Services to build solution and Provide code deployments

Communicate architecture decisions effectively to multiple stakeholders including presenting to client Architecture Review Boards (ARBs).

About You

As a Senior Machine Learning Engineer , you will possess the following essential strengths, skills, and competencies:

Educational Background : Bachelor's degree in statistics, mathematics, engineering, computer science, or a related quantitative discipline.

Experience : 6+ years in data acquisition, data mining, data transformation, cleaning structured/unstructured data, modelling, or machine learning, including at least 1 year in Generative AI.

Problem-Solving Skills : Strong emphasis on product development.

Communication Skills : Excellent written and oral communication, and strong interpersonal skills.

Independence : Ability to thrive in a fast-paced environment and work independently.

Analytical Skills : Experience performing root cause analysis to answer specific business questions.

Preferred Skills:

Programming Languages : Familiarity with Scala (preferred), Python & SQL

Predictive Modelling and Analysis : Experience in machine learning and algorithm development.

Mathematical Skills : Solid foundation in statistics, calculus, and linear algebra.

Model Deployment : Experience productizing and deploying machine learning models.

Data Warehousing : Experience with data warehouse tools (Snowflake preferred).

Data Pipeline Management : Experience with data pipeline and workflow management tools (Airflow preferred).

Engineering: Experience in Prompt engineering with LLM Development using Langchain. Semantic Kernel, Open Source/ API based LLMs or similar

API Development : Experience building scalable APIs in Python (using FastAPI is a plus).

Data Processing : Working knowledge of data processing packages (e.g., numpy, scipy, pandas).

What We Offer

  • Great compensation package, including a full suite of benefits.
  • The chance to work for a fast-growing, established tech company, and work side-by-side with a dynamic team of talented professionals.
  • Fast-paced environment with big goals and the opportunity to make a big impact.

Top five reasons to come to PlanSource:

#5: Join the Vista Family. In March 2019, Vista Equity Partners acquired PlanSource, marking a new phase of growth. Vista's portfolio of technology and software companies collectively make up the 4th largest software ecosystem in the world with "intraportfolio" career advancement opportunities and have structures in place to leverage shared learnings from across the ecosystem.

#4: PlanSource has the right product. Show off our sophisticated cloud-based technology that meets the needs of even the most complex benefit programs.

#3: Success is rewarded. With more than just a pat on the back, your success is recognized and rewarded. We take care of our employees in every way we can, with comprehensive benefits, employee recognitions, a work hard and play hard environment, and a commitment to wellbeing.

#2: You can grow and develop professionally. PlanSource has a great track record of internal promotions and also filling open positions within the company.

#1: PlanSource is the right company and we are on a roll. Be part of a winning team in a high-growth technology company that is well funded and values its employees and their families – Thousands of employers and millions of consumers use the PlanSource Platform for benefits shopping, enrollment, billing and ongoing administration.

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