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Lead AI or ML Engineer

Lead AI or ML Engineer

Optum

2 - 7 years

14 - 18 Lacs

Gurugram

Posted:-1 days ago| Platform:

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Skills Required

python scikit-learn sql tensorflow pytorch c++ natural language processing mathematics pyspark aiml numpy machine learning artificial intelligence pandas deep learning java data science kafka computer vision hadoop big data opencv ml statistics

Work Mode

Work from Office

Job Type

Full Time

Job Description

We are seeking a highly skilled and experienced Data Scientist to join our team based in Bangalore. As a Data Scientist, you will play a critical role in developing and implementing AI/ML solutions. You will be responsible for utilizing your expertise in Python, SQL, and various frameworks like Scikit Learn, TensorFlow, and PyTorch to deliver production-grade AI/ML projects. The ideal candidate will have 2+ years of experience in Data Science, AI/ML, and a solid understanding of mathematical and statistical concepts. Experience in the US Healthcare domain and knowledge of Big Data and data streaming technologies are desirable.
Primary Responsibilities:

Develop and implement AI/ML solutions using Python, pandas, numpy, and SQL

Utilize frameworks such as Scikit Learn, TensorFlow, and PyTorch to build and deploy models

Perform exploratory data analysis (EDA), statistical analysis, and feature engineering to uncover insights and patterns in data

Build, tune, and evaluate machine learning models for predictive and prescriptive analytics

Conduct drift analysis to monitor model performance and ensure accuracy over time

Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions

Work on the full life cycle of AI/ML projects, including data preparation, model development, tuning, and deployment

Ensure the scalability, reliability, and efficiency of AI/ML solutions in production environments

Stay updated with the latest advancements in AI/ML techniques and tools, and identify opportunities to apply them to enhance existing solutions

Document and communicate findings, methodologies, and insights to technical and non-technical stakeholders

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:

Bachelors or Masters degree in Computer Science, Data Science, Statistics, or a related field

10+ years of overall experience with 5+ years of experience in Data Science, AI/ML, or a similar role

Hands-on experience in delivering production-grade AI/ML projects

Experience with the full life cycle of AI/ML projects, including EDA, model development, tuning, and drift analysis

Solid understanding of mathematical and statistical concepts

Solid programming skills in Python, with experience in pandas, numpy, and SQL

Proficiency in frameworks such as Scikit Learn, TensorFlow, and PyTorch

Proven excellent problem-solving and analytical thinking skills

Proven solid communication and collaboration skills to work effectively in a team environment

Preferred Qualifications:

Knowledge of Big Data technologies (PySpark, Hadoop) and data streaming tools (Kafka, etc.)

Familiarity with the US Healthcare domain

At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyoneof every race, gender, sexuality, age, location and incomedeserves 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.
#nic

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Lead AI or ML Engineer