
At Proximity Works, we build AI-native products that operate at scale. We're now entering a critical phase—moving beyond baseline functionality to delivering high-quality, delightful user experiences across search, conversational AI, and multimodal systems.
This role sits at the intersection of LLMs, search, personalization, and video intelligence, with direct impact on products used by hundreds of millions of users.
What You'll Work On
- Improving conversational search quality—making responses not just correct, but intuitive, contextual, and delightful
- Contributing to the unification of traditional and conversational search, including routing logic, ranking systems, and cost optimization
- Building and integrating ranking and personalization systems, combining user context with query intent
- Developing video intelligence capabilities—scene-level understanding, embedding-based retrieval (CLIP and similar), and dynamic content stitching
- Working on reasoning over unstructured data (RAG, multi-hop reasoning), especially for high-context domains like sports and content discovery
- Designing and iterating on evaluation frameworks to continuously improve quality and performance
- Operating in fast iteration cycles, closely aligned with product and engineering teams
Key Problem Areas
- Elevating search experience from functional to "magical"
- Designing a unified search architecture across modalities and interfaces
- Balancing quality, latency, and cost in production systems
- Scaling systems while maintaining high standards (the "90 → 95" problem)
Must-Have
- Hands-on experience building and shipping LLM/GenAI-powered products (beyond standalone model training)
- Strong foundation in search, NLP, or information retrieval (ranking, query understanding, retrieval systems)
- Experience designing evaluation pipelines for generative AI (quality tracking, regression detection, metric-driven iteration)
- Ability to thrive in fast-paced, iterative environments with evolving product requirements
Good to Have
- Experience with multimodal systems (video/image embeddings, CLIP, temporal video understanding)
- Background in personalization or recommendation systems, especially within search
- Experience working on quality optimization at scale
- Strong intuition for cost-efficient system design (latency, inference cost, routing strategies)
Requirements
Must-Have
- Experience: 4.5-10 years in applied Data Science/ML with a strong focus on generative AI.
- Hands-on experience building and shipping LLM/GenAI-powered products (beyond standalone model training)
- Strong foundation in search, NLP, or information retrieval (ranking, query understanding, retrieval systems)
- Experience designing evaluation pipelines for generative AI (quality tracking, regression detection, metric-driven iteration)
- Ability to thrive in fast-paced, iterative environments with evolving product requirements
Good to Have
- Experience with multimodal systems (video/image embeddings, CLIP, temporal video understanding)
- Background in personalization or recommendation systems, especially within search
- Experience working on quality optimization at scale
- Strong intuition for cost-efficient system design (latency, inference cost, routing strategies)
Benefits
- Best in class salary: We hire only the best, and we pay accordingly.
- Proximity Talks: Meet other designers, engineers, and product geeks — and learn from experts in the field.
- Keep on learning with a world-class team: Work with the best in the field, challenge yourself constantly, and learn something new every day.
About us
Proximity is the trusted technology, design, and consulting partner for some of the biggest Sports, Media, and Entertainment companies in the world! We’re headquartered in San Francisco and have offices in Palo Alto, Dubai, Mumbai, and Bangalore. Since 2019, Proximity has created and grown high-impact, scalable products used by 370 million daily users, with a total net worth of $45.7 billion among our client companies.
Today, we are a global team of coders, designers, product managers, geeks, and experts. We solve complex problems and build cutting-edge tech, at scale. Our team of Proxonauts is growing quickly, which means your impact on the company’s success will be huge. You’ll have the chance to work with experienced leaders who have built and led multiple tech, product, and design teams.

About Proximity Works
About
We are Proximity - a global team of coders, designers, product managers, geeks and experts. We solve hard, long-term engineering problems and build cutting edge tech products.
About us
Born in 2019, Proximity Works is a global, fully distributed tech firm headquartered in San Francisco - with hubs across Mumbai, Dubai, Toronto, Stockholm, and Bengaluru. We’re in the business of solving high-stakes engineering challenges with AI-powered solutions tailored for industries like sports, media & entertainment, fintech, and enterprise platforms. From real-time game analytics and ticketing workflows to creative content generation, we help build software that serves millions every day.
About the Founders
At the helm is Hardik Jagda, CEO - a technologist with a startup DNA who brings clarity to complexity and a passion for building delightful experiences.
Milestones & Impact
- Trusted by some of the world’s biggest players - from major media & entertainment giants to one of the world’s largest cricket websites and the second-largest stock exchange in the world.
- Delivered game-changing tech: slashing content creation by 90%, doubling performance metrics for NASDAQ clients, and accelerating speed/performance wins for platforms like Dream11.
Culture & Why It Matters
- Fully distributed and flexible: work 100% remotely, design your own schedule, build habits that work for you and not the other way around.
- People-first culture: Community events, “Proxonaut battles,” monthly off-sites, and a liberal referral policy keep us connected even when we’re apart.
- High-trust environment: autonomy is encouraged. You’re empowered to act, learn fast, and iterate boldly. We know great work comes when talented people have space to think and create.
Company video


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Job Title: Freight Broker
Department: Logistics
Location: Mohali
Shift: Night Shift
Employment Type: Full-time
Job Summary:
As a Freight Broker, you will be responsible for facilitating the transportation of goods between shippers and carriers. Your role will involve managing logistics, building relationships, negotiating contracts, and ensuring timely deliveries. This is an entry-level position ideal for individuals looking to start their careers in logistics and supply chain management.
Key Responsibilities:
Build Relationships:
Develop and maintain relationships with shippers and carriers to understand their needs and preferences.
Load Matching:
Identify and match available loads with appropriate carriers, considering factors such as capacity, routes, and pricing.
Negotiation:
Negotiate rates and terms with carriers to ensure competitive pricing while maintaining profit margins.
Documentation:
Prepare and manage necessary shipping documents, including bills of lading and contracts.
Track Shipments:
Monitor shipments throughout the transportation process to ensure timely delivery and address any issues that arise.
Customer Service:
Provide excellent customer service by communicating with shippers and carriers, addressing inquiries, and resolving disputes.
Market Research:
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Database Management:
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Requirements:
Bachelor’s degree preferred.
Proven Experience with OTR, Drayage.
Proven experience (6+ months) as a Freight Broker, in logistics, or a similar role.
Strong communication skills, both verbal and written.
Self-motivated, results-driven, and able to work independently.
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Location : Madurai
Experience : 5 to 10 Yrs
Mandatory Skills : AIML, Python, SQL, ML Models, PyTorch, Pandas, Docker, AWS
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DBs : SQL
Core Libraries:
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Explainability : Shap / Lime
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AWS Services:
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- S3 (Data Storage)
- CloudWatch (Monitoring)
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- ECR, ECS or Fargate (Container Hosting)
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Sales and Marketing Strategy:
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- Identify and pursue new business opportunities in target markets and industry segments.
- Collaborate with the marketing team to create compelling promotional materials.
Client Engagement:
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- Conduct client needs assessments and propose tailored BUILDING AUTOMATION SOLUTIONS
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Technical Expertise:
- Possess in-depth technical knowledge of BUILDING AUTOMATION SOLUTIONS & ELV systems.
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3. Qualifications:
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- Strong technical understanding of HVAC and BUILDING AUTOMATION SOLUTIONS.
- Excellent communication and presentation skills.
- Results-oriented with a track record of meeting or exceeding sales targets.
4. Key Skills:
- Automation Sales BUILDING AUTOMATION SOLUTIONS/ELV /Project Sales
Additional Skills:
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5. Benefits
- Competitive salary and commission structure.
- Health insurance and other benefits.
- Opportunities for professional development.
- BizTalk Development:
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- Integration & Collaboration:
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- Assist in the deployment of BizTalk solutions and SQL database updates to production environments.
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- Monitoring & Support:
- Monitor the performance of BizTalk applications and SQL databases to ensure optimal performance.
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- Provide 2nd/3rd line support for any issues that arise in the production environment.
Required Skills & Qualifications:
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- Strong experience with BizTalk Server (preferably BizTalk 2016 or later).
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- Proficient in SQL Server (SQL Server 2012/2014/2016/2017/2019).
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- Familiarity with SQL Server Management Studio (SSMS) and SQL Server Integration Services (SSIS).
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- Strong problem-solving skills with the ability to debug and troubleshoot BizTalk and SQL issues.
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- A Bachelor’s degree in Computer Science (or equivalent experience)
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|
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basic knowledge of Linux/Unix systems.
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Key Skills:
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Perks & Benefits:
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