Software Engineer - AI ML Engineer

Bangalore, Karnataka
Permanent
Full-time

8 hours ago

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together.Primary Responsibilities:

Developing and deploying scalable web based Generative AI powered webservices
Generate innovative solutions to resolve application problems
Be eager to learn and engage in architectural discussion or review for the betterment of the product
Communicate with all stakeholders or Leaders
Demonstrate as subject matter expertise in their chosen functional or application area
Generate innovative ideas to resolve application problems
Evaluate, redesign and modify existing program logic to improve overall system performance
Be able to conduct feasibility studies for significant new systems or expansion of current systems
Take complete ownership of the assigned applications
Drive initiatives for betterment
Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regards to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so

Required Qualifications:

Sound knowledge of SDLC
Exposure to state-of-the-art GenAI frameworks like LangChain, LangGraph and Pydantic
Good exposure of SQL and NoSQL databases
Good knowledge of various exploratory data analytics methodologies
In-depth knowledge of various models with their purpose, error and evaluation metrics
Knowledge of MLOps, Apache airflow and tools like Optuna or Prometheus and Grafana
Knowledge of core deep learning algorithms ( like ANN,CNN,RNN,LSTM, VAE(variational auto-encoder) and GPT
Proficient in various prompting techniques
Proficient in developing and deploying web APIs and AIML based applications using Python (Numpy, Pandas, PyTorch), TensorFlow,Flask or FastAPI
Proven excellent written and verbal communication skills
Proven adaptable to need based on working hours if required

Preferred Qualifications:

Experience of working on Agile based development approach
Working experience in Azure based cloud technologies

At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.

UnitedHealth Group

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