Senior Machine Learning Engineer, AI Insights

Affinity stitches together billions of data points from massive datasets to create a powerful accurate representation of the worlds professional relationship graph. Based on this data we offer our users the insights and visibility they need to nurture and tap into the opportunities in their teams network.

This role is part of the AI Insights team which owns the services that power Affinitys industry-leading relationship intelligence platform. We extract and retrieve information from billions of structured and unstructured data points to deliver actionable insights to a Senior Machine Learning Engineer you will collaborate with data engineers software engineers and product managers to shape the future of private capitals leading CRM platform. You will design and build AI systems that efficiently uncover insights from compelling business interaction data an exciting and unique opportunity within the industry.

This is an applied machine learning position with a strong emphasis on engineering not research. You will play a key role in advancing our ML Engineering capabilities particularly in recommendation systems and information retrieval.

What youll be doing :

• Own the full ML lifecycle : Take projects from ideation to production including feature engineering model selection deployment and model observability and evaluation.
• Translate business needs into ML solutions : Gather product requirements and translate them into robust ML system design requirements.
• Build sophisticated recommendation and ranking systems : Design and implement ranking and recommendation systems using techniques such as learn-to-rank (LTR) and collaborative filtering.
• Solve complex problems : Work on a variety of information extraction information storage and information retrieval problems for both structured and unstructured data.
• Collaborate cross-functionally : Partner with cross-functional teams (product management infrastructure data engineering and software engineering) to build robust high-scale systems that underlie all of our data processing and ML Operations.

Qualifications

Dont meet every single requirement Studies have shown that women and people of color are less likely to apply to jobs unless they meet every qualification. At Affinity we are dedicated to building a diverse inclusive and authentic workplace so if youre excited about this role but your past experience doesnt perfectly align with the qualifications above we encourage you to apply anyways. You may be just the right candidate for this or other roles.

Required :

Recommendation Systems & Information Retrieval :

ML Engineering :

Nice to Have :

Tech stack : Our ML pipeline manages multiple Python services that support various AI features including utilizing OCR to extract information from unstructured data serving embedding models to vectorize chunks and ranking a list of recommendations based on relevance and user preference.

How we work :

Our culture is a key part of how we operate as well as our hiring process :

If youd want to learn more about our values click here.

What youll enjoy at Affinity :

Please note that the role compensation details below reflect the base salary only and do not include any equity or benefits. This represents the salary range that Affinity believes in good faith at the time of this posting that it will pay for the posted job.

A reasonable estimate of the current range is $140200 to $210000 USD . Within the range individual pay depends on various factors including geographical location and review of experience knowledge skills abilities of the applicant.

About Affinity

With more than 3000 customers worldwide and backed by some of Silicon Valleys best firms Affinity has raised $120M to empower dealmakers to find manage and close more deals. How Our Relationship Intelligence platform uses the wealth of data exhaust from trillions of interactions between Investment Bankers Venture Capitalists Consultants and other strategic dealmakers to deliver automated relationship insights that drive over 450000 deals every are are proud to have received Inc. and Fortune Best Workplaces awards as well as to be Great Places to Work certified for the last 5 years running. Join us on our mission to make it possible for anyone to cultivate and fully harness their network to succeed.

We use E-Verify

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Senior IC

Key Skills

Industrial Maintenance,Machining,Mechanical Knowledge,CNC,Precision Measuring Instruments,Schematics,Maintenance,Hydraulics,Plastics Injection Molding,Programmable Logic Controllers,Manufacturing,Troubleshooting

Employment Type : Full Time

Experience : years

Vacancy : 1

Monthly Salary Salary : 140200 - 210000