Job Specifications
About the Role
This position requires the successful candidate to work on a W2 directly with FDM. We cannot accept C2C, C2H, 1099 or employment sponsorship (e.g. H1-B or OPT) for this position
.
FDM is a global business and technology consultancy delivering client and industry driven solutions through our 5 core specialist Practices; Software Engineering, Data & Analytics, IT Operations, Change & Transformation, and Risk, Regulation & Compliance.
FDM is seeking a AI/ML Engineer located in or around Jersey City, NJ or Whitehouse Station, NJ to support a project in the Insurance sector. Involvement in this project is anticipated to last initially 1 year but may be extended.
This role will be hybrid with requirements to be in office 4 days per week.In this role you will
Collaborate with business partners and peers within the organization to understand and scope the problem, gather business requirements, and facilitate the data integration proc
ess.Work closely with team of data scientists to develop, implement and test Artificial Intelligence and Machine learning models to solve complex business challenges on Azure platf
orm.Research & implement state of the art modeling approaches including but not limited to zero-shot/few-shot learning, embedding techniques, fine-tuning
etc.Ensure high quality code that meets business objectives, quality standards and secure web development guidelines.
Integrate with data / document sources using APIs and / or data pipelines. Create excellent working relationships with business partners across the Chubb organization, IT and Analytics peer groups.Effectively communicate with key stakeholders in written, oral and presentation formats
About You
Required:4+ years' experience in Machine Learning (ML), with deep expertise in writing, and reviewing production code in Python.
Knowledge of ML frameworks and libraries (such as TensorFlow/Pytorch), and exposure to various ML algorithms and their practical implementation in production at large scale.
Experience with designing and deploying scalable end-to-end Machine Learning/NLP systems as Databricks jobs/ dockerized containers
Experience on distributed, high throughput and low latency architecture.
Experience with NLP techniques around text cleaning/pre-processing, entity extraction, encoder-decoder architectures, similarity matching etc.
Experience with Prompt Engineering techniques
Understanding of LLM functionality and inference techniques
Experience building software on top of containerization technology (Kubernetes, Docker etc.), and familiarity with frameworks/tools such as FastAPI, Uvicorn.
Familiarity with Continuous Integration tools such as Jenkins.
Experience with architecting and consuming APIs in a scalable (multi-threaded/batched) fashion.
Ability to multi-task, learn new things quickly, and have excellent problem solving & communication skills.
A mindset for collaboration, knowledge sharing and keeping up to date on emerging industry trends.
Appetite for learning and keeping up to date on the latest generative AI technologies and processes*
Preferred:
Comfortable with command line (Linux, Windows) scripting.
Familiarity with generative AI techniques, such as GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), or other generative models.
Nice to have:
Experience with at least one other programming language (R, Julia, Scala, Go, Java, C++).
Exposure to technologies such as DBT, Apache AirFlow or Luigi.
Working knowledge of containers, specifically Dockerizing APIs.
Exposure to CI-CD pipelines.
Comfortable with at least one NoSQL database (MongoDB, ElasticSearch, CosmosDB, et
c.).EducationBachelor's / Master's degree in a technical field such as Statistics, Computer Science, Data Science, Bioinformatics, Physics, Mathematics or Engineering (advanced degree a plus)
About Us
FDM is an award-winning global business and technology consultancy powering the people behind tech and innovation for over 30 years. We collaborate with world-leading companies to identify the expertise they need, exactly when they need it. We have helped successfully launch nearly 25,000 careers globally to date and are a trusted partner to over 300 companies worldw
ide.
About the Company
We’re FDM, an award-winning global business and technology consultancy. For over 30 years we’ve been powering the people behind tech and innovation. We collaborate with world-leading companies to identify the expertise they need, exactly when they need it.
We have helped successfully launch nearly 25,000 careers globally to date and we are a trusted partner to over 300 companies worldwide.
Diversity, equity and inclusivity is at the core of everything we do. We have 4,000+ employees worldwide, with over 90 nationalities wo...
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